diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_0057483ef371cdea.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_0057483ef371cdea.sql new file mode 100644 index 0000000000000000000000000000000000000000..9be1ff27bcdf8a186fe5aa1ff6f76e961192ee1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_0057483ef371cdea.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c15_0057483ef371cdea +-- problem_id: v2p_c15_78a24c7a41d61841 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_5", + COUNT(*) AS support, + AVG("bin_1") AS avg_response +FROM "c15" +GROUP BY "nom_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_0284b11b47457142.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_0284b11b47457142.sql new file mode 100644 index 0000000000000000000000000000000000000000..7326eb72d746b7ad12d6ed518ba109d0925fcc6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_0284b11b47457142.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: missingness_structure +-- canonical_subitem_id: marginal_missing_rate_consistency +-- intended_facet_id: missing_indicator_distribution +-- variant_semantic_role: missing_indicator_view +-- template_id: tpl_missing_marginal_rate_profile +-- query_record_id: v2q_c15_0284b11b47457142 +-- problem_id: v2p_c15_8153f8b35a288a26 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "ord_0" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "ord_0" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c15"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_047e3a987f760c35.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_047e3a987f760c35.sql new file mode 100644 index 0000000000000000000000000000000000000000..537ed9283a244778e0b54006feff50586157f7c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_047e3a987f760c35.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c15_047e3a987f760c35 +-- problem_id: v2p_c15_7492c8f3b5d2d05e +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_0", + "nom_9", + SUM(CAST("id" AS REAL)) AS "total_measure", + SUM(CAST("id" AS REAL)) * 100.0 / SUM(SUM(CAST("id" AS REAL))) OVER (PARTITION BY "ord_0") AS "share_within_group" +FROM "c15" +WHERE "ord_0" IS NOT NULL AND "ord_0" <> '' + AND "nom_9" IS NOT NULL AND "nom_9" <> '' + AND "id" IS NOT NULL AND "id" <> '' +GROUP BY "ord_0", "nom_9" +HAVING COUNT(*) >= 4 +ORDER BY "share_within_group" DESC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_0705bb9f6550b958.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_0705bb9f6550b958.sql new file mode 100644 index 0000000000000000000000000000000000000000..c947fe644ad016856e5fae92c8794a444495b944 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_0705bb9f6550b958.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c15_0705bb9f6550b958 +-- problem_id: v2p_c15_81ad693d0425d9ac +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "bin_0", + COUNT(*) AS total_rows, + SUM(CASE WHEN "day" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "day" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c15" +GROUP BY "bin_0" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_077cebfa628cef23.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_077cebfa628cef23.sql new file mode 100644 index 0000000000000000000000000000000000000000..360f228f8cc6bcbe90facc8d5bd92d339b794815 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_077cebfa628cef23.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c15_077cebfa628cef23 +-- problem_id: v2p_c15_1ad1ef76b15bcef9 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "nom_1", + SUM(CASE WHEN "ord_2" = 'Cold' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "ord_2" = 'Boiling Hot' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "c15" + GROUP BY "nom_1" +) +SELECT + "nom_1", + CAST("numerator_count" AS FLOAT) / NULLIF("denominator_count", 0) AS "condition_ratio" +FROM "grouped" +ORDER BY "condition_ratio" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_0e1a523eeea5c7f1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_0e1a523eeea5c7f1.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd24c3070c3db07be4933fc41469ccd27e5ca977 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_0e1a523eeea5c7f1.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c15_0e1a523eeea5c7f1 +-- problem_id: v2p_c15_6f1fed4ec04ae3d1 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_2" AS value_label, COUNT(*) AS support + FROM "c15" + GROUP BY "nom_2" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_14789c6082799abd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_14789c6082799abd.sql new file mode 100644 index 0000000000000000000000000000000000000000..ecf9cced0654eace0877f5ee07b11d309d1332db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_14789c6082799abd.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c15_14789c6082799abd +-- problem_id: v2p_c15_8dd8390751ec8b02 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "ord_3" AS "group_col", + CAST("bin_0" AS REAL) AS "measure_col" + FROM "c15" + WHERE NULLIF("bin_0", '') IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "group_col" + ORDER BY "measure_col" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_col" + ) AS "cnt" + FROM "base" +) +SELECT + "group_col" AS "ord_3", + MIN("measure_col") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CEIL(0.95 * "cnt") +GROUP BY "group_col" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_14c04f1e69d9fab0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_14c04f1e69d9fab0.sql new file mode 100644 index 0000000000000000000000000000000000000000..90a97128d642fb7365da159e6f85ee8717ccc74a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_14c04f1e69d9fab0.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c15_14c04f1e69d9fab0 +-- problem_id: v2p_c15_284132e12603061c +-- realization_mode: agent +-- source_kind: agent +SELECT "day", COUNT(*) AS "row_count" +FROM "c15" +GROUP BY "day" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_15b69bb9f5548e5a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_15b69bb9f5548e5a.sql new file mode 100644 index 0000000000000000000000000000000000000000..7d0bff9dfce360722d2ffb5fe3565c304431d1fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_15b69bb9f5548e5a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c15_15b69bb9f5548e5a +-- problem_id: v2p_c15_a83da04332b3cc72 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_0", + "nom_9", + SUM(CAST("id" AS REAL)) AS total_measure, + SUM(CAST("id" AS REAL)) * 100.0 / SUM(SUM(CAST("id" AS REAL))) OVER (PARTITION BY "ord_0") AS share_within_group +FROM "c15" +GROUP BY "ord_0", "nom_9" +ORDER BY share_within_group DESC +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_259b54ed52eb3f41.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_259b54ed52eb3f41.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c0b78e6b05b3b75b7ca89da14229314f3db2fb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_259b54ed52eb3f41.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c15_259b54ed52eb3f41 +-- problem_id: v2p_c15_8820f8add5e77e91 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_1" AS value_label, COUNT(*) AS support + FROM "c15" + GROUP BY "bin_1" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_25dc7ea416aaaf4c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_25dc7ea416aaaf4c.sql new file mode 100644 index 0000000000000000000000000000000000000000..380a4ec40dbcb8a8743ba8be4ad0b71f7ca6a1b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_25dc7ea416aaaf4c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c15_25dc7ea416aaaf4c +-- problem_id: v2p_c15_533626de6ccd6ce9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_8", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c15" +GROUP BY "nom_8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_27cccb5a222657ac.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_27cccb5a222657ac.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1523e0372c32684e04111846e5c9ed100307dee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_27cccb5a222657ac.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c15_27cccb5a222657ac +-- problem_id: v2p_c15_a7801fee1303c947 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_6", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c15" +GROUP BY "nom_6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_29301b09df94a18e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_29301b09df94a18e.sql new file mode 100644 index 0000000000000000000000000000000000000000..82a377d802178f364da378149b5dad6eeeb2fccf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_29301b09df94a18e.sql @@ -0,0 +1,67 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c15_29301b09df94a18e +-- problem_id: v2p_c15_005a6c805f929da6 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "month", + CAST("ord_0" AS REAL) AS "measure" + FROM "c15" + WHERE "month" IS NOT NULL + AND "month" <> '' + AND "ord_0" IS NOT NULL + AND "ord_0" <> '' +), +"ordered" AS ( + SELECT + "month", + "measure", + ROW_NUMBER() OVER (PARTITION BY "month" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "base" +), +"positions" AS ( + SELECT DISTINCT + "month", + (1.0 + 0.9 * ("cnt" - 1)) AS "pos", + CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) > CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) + THEN CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) + 1 + ELSE CAST(1.0 + 0.9 * ("cnt" - 1) AS INTEGER) + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + p."month", + p."pos", + p."lower_rn", + p."upper_rn", + lo."measure" AS "lower_val", + hi."measure" AS "upper_val" + FROM "positions" AS p + JOIN "ordered" AS lo + ON lo."month" = p."month" + AND lo."rn" = p."lower_rn" + JOIN "ordered" AS hi + ON hi."month" = p."month" + AND hi."rn" = p."upper_rn" +) +SELECT + "month", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_2e705ca4d1791251.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_2e705ca4d1791251.sql new file mode 100644 index 0000000000000000000000000000000000000000..f12bb465e26a0b35f1c022ba580b702b84a1d302 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_2e705ca4d1791251.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c15_2e705ca4d1791251 +-- problem_id: v2p_c15_fca63cf94c802923 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_7", + COUNT(*) AS support, + AVG("bin_0") AS avg_response +FROM "c15" +GROUP BY "nom_7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_33b2eefe80123431.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_33b2eefe80123431.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc5d218eefd3a3eb989a1199c49917d9eefd5a90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_33b2eefe80123431.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: missingness_structure +-- canonical_subitem_id: marginal_missing_rate_consistency +-- intended_facet_id: missing_indicator_distribution +-- variant_semantic_role: missing_indicator_view +-- template_id: tpl_missing_marginal_rate_profile +-- query_record_id: v2q_c15_33b2eefe80123431 +-- problem_id: v2p_c15_fd0496130d9f80de +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "nom_0" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "nom_0" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c15"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_362e902432a4f128.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_362e902432a4f128.sql new file mode 100644 index 0000000000000000000000000000000000000000..51966f6b0feccd24205a562ed072ba7d48d439cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_362e902432a4f128.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c15_362e902432a4f128 +-- problem_id: v2p_c15_b6ebe1370a1ad0c3 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "nom_3", SUM(CAST(NULLIF("bin_2", '') AS REAL)) AS group_value + FROM "c15" + GROUP BY "nom_3" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."nom_3", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_3d691ea0a3a49a0b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_3d691ea0a3a49a0b.sql new file mode 100644 index 0000000000000000000000000000000000000000..58a06726fc4831ca8e6723408bf288c0ee4d1d8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_3d691ea0a3a49a0b.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c15_3d691ea0a3a49a0b +-- problem_id: v2p_c15_5a43600fbcc5b62f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "bin_1", + SUM(CASE WHEN "nom_2" = 'Dog' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "nom_2" = 'Lion' THEN 1 ELSE 0 END) AS denominator_count + FROM "c15" + GROUP BY "bin_1" +) +SELECT "bin_1", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_4481ecdb2e2907bc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_4481ecdb2e2907bc.sql new file mode 100644 index 0000000000000000000000000000000000000000..27040a1c768cfbbdf86d9daff719821507ab86f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_4481ecdb2e2907bc.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c15_4481ecdb2e2907bc +-- problem_id: v2p_c15_92b095f55c8cd71e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_1" AS value_label, COUNT(*) AS support + FROM "c15" + GROUP BY "nom_1" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_461ee956f6ba73cd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_461ee956f6ba73cd.sql new file mode 100644 index 0000000000000000000000000000000000000000..e51da5e88589ccf9f5ed44d9e8c706e611745666 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_461ee956f6ba73cd.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c15_461ee956f6ba73cd +-- problem_id: v2p_c15_c28c461c1a9c3f48 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_0" AS value_label, COUNT(*) AS support + FROM "c15" + GROUP BY "ord_0" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_48804b2a1c8117fd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_48804b2a1c8117fd.sql new file mode 100644 index 0000000000000000000000000000000000000000..511becf5b8eee478807b5d5456d419e1afabf503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_48804b2a1c8117fd.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c15_48804b2a1c8117fd +-- problem_id: v2p_c15_491772ea7d3ae8d7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_3" AS value_label, COUNT(*) AS support + FROM "c15" + GROUP BY "ord_3" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_4d176ce5f61b2800.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_4d176ce5f61b2800.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6254200441420a96b31086dcfc0d84f5071bdec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_4d176ce5f61b2800.sql @@ -0,0 +1,49 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c15_4d176ce5f61b2800 +-- problem_id: v2p_c15_b06e4d2e6c873d84 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_3", + CAST("bin_1" AS REAL) AS "measure_value" + FROM "c15" + WHERE "bin_3" IS NOT NULL + AND "bin_3" <> '' + AND "bin_1" IS NOT NULL + AND "bin_1" <> '' +), +"ranked" AS ( + SELECT + "bin_3", + "measure_value", + COUNT(*) OVER (PARTITION BY "bin_3") AS "group_size", + CUME_DIST() OVER (PARTITION BY "bin_3" ORDER BY "measure_value") AS "cdf" + FROM "filtered" +), +"picked" AS ( + SELECT + "bin_3", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "bin_3" + ORDER BY "cdf", "measure_value" + ) AS "pick_order" + FROM "ranked" + WHERE "group_size" >= 5 + AND "cdf" >= 0.95 +) +SELECT + "bin_3", + "measure_value" AS "percentile_measure" +FROM "picked" +WHERE "pick_order" = 1 +ORDER BY "percentile_measure" DESC, "bin_3"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_4d732aa66cd33a8c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_4d732aa66cd33a8c.sql new file mode 100644 index 0000000000000000000000000000000000000000..a875c79f8562b2edefaa72dcde8afe0c266efb19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_4d732aa66cd33a8c.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c15_4d732aa66cd33a8c +-- problem_id: v2p_c15_54b0c9247a114ae0 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_1" AS value_label, COUNT(*) AS support + FROM "c15" + GROUP BY "nom_1" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_50864a1c4a857dcf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_50864a1c4a857dcf.sql new file mode 100644 index 0000000000000000000000000000000000000000..522e0e6ac125b23f6937a2e0b54e74338da1d0ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_50864a1c4a857dcf.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c15_50864a1c4a857dcf +-- problem_id: v2p_c15_909f2f58e73e5be4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "bin_0", + COUNT(*) AS total_rows, + SUM(CASE WHEN "nom_5" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "nom_5" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c15" +GROUP BY "bin_0" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_5ad609809061f461.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_5ad609809061f461.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee5fdcbb5363af86dcc8f26fe8b8200d59252c97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_5ad609809061f461.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c15_5ad609809061f461 +-- problem_id: v2p_c15_fb2286dc00f75c56 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", COUNT(*) AS "row_count" +FROM "c15" +GROUP BY "ord_4" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_5b53cf0185834518.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_5b53cf0185834518.sql new file mode 100644 index 0000000000000000000000000000000000000000..802711fb8bc880478b6ffb39b970ae85744f3d14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_5b53cf0185834518.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c15_5b53cf0185834518 +-- problem_id: v2p_c15_94783a9d1abcc90c +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", SUM(CAST(NULLIF("id", '') AS INTEGER)) AS "total_measure" +FROM "c15" +GROUP BY "nom_2" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_5cb9140b3690f4d6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_5cb9140b3690f4d6.sql new file mode 100644 index 0000000000000000000000000000000000000000..debeaef359d88d6740e558943fc4b870d94eeaa1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_5cb9140b3690f4d6.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c15_5cb9140b3690f4d6 +-- problem_id: v2p_c15_b657ec9986792fe9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_1", + COUNT(*) AS total_rows, + SUM(CASE WHEN "ord_0" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "ord_0" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c15" +GROUP BY "nom_1" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_5d5742f0f7b7451a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_5d5742f0f7b7451a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a83d51cb02bcb675126827ea7cc7c8bd84155f6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_5d5742f0f7b7451a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c15_5d5742f0f7b7451a +-- problem_id: v2p_c15_7d58aa83e839bd07 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", COUNT(*) AS row_count +FROM "c15" +GROUP BY "ord_2" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_60156911ad2f8ad4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_60156911ad2f8ad4.sql new file mode 100644 index 0000000000000000000000000000000000000000..83c3bcad0a867ac6f7da0a336d8285a1d51558dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_60156911ad2f8ad4.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c15_60156911ad2f8ad4 +-- problem_id: v2p_c15_8323c72ee8f18d70 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("bin_2" AS REAL) AS "bin_2", + NTILE(10) OVER (ORDER BY CAST("bin_2" AS REAL) DESC) AS "tail_bucket" + FROM "c15" + WHERE "bin_2" <> '' +) +SELECT "bin_2" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "bin_2" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6248e602ed203801.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6248e602ed203801.sql new file mode 100644 index 0000000000000000000000000000000000000000..3324060438db596d9bcf3197718f49b4658ffb35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6248e602ed203801.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c15_6248e602ed203801 +-- problem_id: v2p_c15_5ff11ec2fbfc6f1f +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", SUM(CAST(NULLIF("month", '') AS REAL)) AS "total_measure" +FROM "c15" +GROUP BY "nom_1" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6577f934653cbb43.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6577f934653cbb43.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b0f6ff9b60d07e506a8d0311a7f72b2ef48d7a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6577f934653cbb43.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c15_6577f934653cbb43 +-- problem_id: v2p_c15_4a7a5f704d162903 +-- realization_mode: agent +-- source_kind: agent +SELECT "target", COUNT(*) AS "row_count" +FROM "c15" +GROUP BY "target" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6670fa00decb75c8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6670fa00decb75c8.sql new file mode 100644 index 0000000000000000000000000000000000000000..53259fcb4cff306f5c5ca5ae5d7b4642ce393c50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6670fa00decb75c8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c15_6670fa00decb75c8 +-- problem_id: v2p_c15_434f12bacdb98998 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "target", + COUNT(*) AS total_rows, + SUM(CASE WHEN "nom_1" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "nom_1" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c15" +GROUP BY "target" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_671a0481c36960ca.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_671a0481c36960ca.sql new file mode 100644 index 0000000000000000000000000000000000000000..e87d155e61ded54618e46c98c00c39798f156d15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_671a0481c36960ca.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c15_671a0481c36960ca +-- problem_id: v2p_c15_7e6a2cfba6199808 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_3", + COUNT(*) AS total_rows, + SUM(CASE WHEN "nom_8" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "nom_8" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c15" +GROUP BY "nom_3" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6d70e4104bf31987.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6d70e4104bf31987.sql new file mode 100644 index 0000000000000000000000000000000000000000..244e31479f9dad945ec2b0785b88eeef7c9ceabc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6d70e4104bf31987.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c15_6d70e4104bf31987 +-- problem_id: v2p_c15_5a80b046ea534e0b +-- realization_mode: agent +-- source_kind: agent +WITH "agg" AS ( + SELECT + "ord_4", + "nom_5", + SUM(CAST(NULLIF("ord_0", '') AS REAL)) AS "total_measure" + FROM "c15" + WHERE NULLIF("ord_4", '') IS NOT NULL + AND NULLIF("nom_5", '') IS NOT NULL + AND NULLIF("ord_0", '') IS NOT NULL + GROUP BY "ord_4", "nom_5" +) +SELECT + "ord_4", + "nom_5", + "total_measure", + "total_measure" * 100.0 / SUM("total_measure") OVER (PARTITION BY "ord_4") AS "share_within_group" +FROM "agg" +ORDER BY "share_within_group" DESC +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6df0ad95b8584492.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6df0ad95b8584492.sql new file mode 100644 index 0000000000000000000000000000000000000000..8fb8af25e464d6d4fe5aea0784719277ae3d8b1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_6df0ad95b8584492.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c15_6df0ad95b8584492 +-- problem_id: v2p_c15_30f8fe385a137c50 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_5", + COUNT(*) AS support, + AVG("bin_0") AS avg_response +FROM "c15" +GROUP BY "ord_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_72a9537918f68f7b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_72a9537918f68f7b.sql new file mode 100644 index 0000000000000000000000000000000000000000..46ddd1515c1f7b2c6ccb765324241e435bec3269 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_72a9537918f68f7b.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c15_72a9537918f68f7b +-- problem_id: v2p_c15_43a5ed76d5ee44b2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_3" AS value_label, COUNT(*) AS support + FROM "c15" + GROUP BY "bin_3" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_76524f081f45598c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_76524f081f45598c.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9517eb10ec7307bf5c3f2300fe27e38b1efc66d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_76524f081f45598c.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c15_76524f081f45598c +-- problem_id: v2p_c15_ec4784f42d67f3ff +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_1" AS value_label, COUNT(*) AS support + FROM "c15" + GROUP BY "bin_1" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_766731e92c1bcb27.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_766731e92c1bcb27.sql new file mode 100644 index 0000000000000000000000000000000000000000..a70b4a3e30f9bdbe240bc80aace8edce1364441c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_766731e92c1bcb27.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c15_766731e92c1bcb27 +-- problem_id: v2p_c15_474b33ac3c814093 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_4", + COUNT(*) AS total_rows, + SUM(CASE WHEN "nom_6" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "nom_6" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c15" +GROUP BY "nom_4" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_78fb90080a02e095.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_78fb90080a02e095.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e4595eb83428e8287f9f78b3c79dd2cf8d12cb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_78fb90080a02e095.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c15_78fb90080a02e095 +-- problem_id: v2p_c15_8d61b53417902b50 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", SUM(CAST("id" AS NUMERIC)) AS total_measure +FROM "c15" +GROUP BY "nom_2" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_7982bfdfa5813aa5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_7982bfdfa5813aa5.sql new file mode 100644 index 0000000000000000000000000000000000000000..4762be98cee07ef4cede0266033faa28e49ac9b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_7982bfdfa5813aa5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c15_7982bfdfa5813aa5 +-- problem_id: v2p_c15_e0dad6d4b3190254 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_0", COUNT(*) AS "row_count" +FROM "c15" +WHERE "bin_3" = 'F' +GROUP BY "bin_3", "ord_0" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_79e26891e93428d9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_79e26891e93428d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..1cbb1b7e9b7db1b357d55bc530eec335d86c62d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_79e26891e93428d9.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c15_79e26891e93428d9 +-- problem_id: v2p_c15_fe19c3514f44792a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_2" AS value_label, COUNT(*) AS support + FROM "c15" + GROUP BY "nom_2" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_7c115ee260618b50.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_7c115ee260618b50.sql new file mode 100644 index 0000000000000000000000000000000000000000..1338d1bac9ed2a6d6c4006b1c5b4865e2c52b62f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_7c115ee260618b50.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c15_7c115ee260618b50 +-- problem_id: v2p_c15_71ca8830b0fb39b7 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_3", + CAST("day" AS REAL) AS "day_value" + FROM "c15" + WHERE "bin_3" IS NOT NULL + AND "bin_3" <> '' + AND "day" IS NOT NULL + AND "day" <> '' +), +"grouped" AS ( + SELECT + "bin_3", + SUM("day_value") AS "group_value" + FROM "filtered" + GROUP BY "bin_3" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT + g."bin_3", + g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.1 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_7d20d00dc9b54dd5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_7d20d00dc9b54dd5.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1ee1b634a4b08b4d5a99e264fbd039d6ea9a2cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_7d20d00dc9b54dd5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c15_7d20d00dc9b54dd5 +-- problem_id: v2p_c15_0fe0ca5627f7e1ba +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_3", COUNT(*) AS row_count +FROM "c15" +WHERE CAST("bin_1" AS REAL) >= 0.75 +GROUP BY "bin_3", "nom_3" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_813f11fefb6b7de0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_813f11fefb6b7de0.sql new file mode 100644 index 0000000000000000000000000000000000000000..e92480478868ffa982348c1293113928539df9eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_813f11fefb6b7de0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c15_813f11fefb6b7de0 +-- problem_id: v2p_c15_564c648acfa49ee2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "bin_0", + COUNT(*) AS total_rows, + SUM(CASE WHEN "bin_2" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "bin_2" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c15" +GROUP BY "bin_0" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_82289009d00c5b9c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_82289009d00c5b9c.sql new file mode 100644 index 0000000000000000000000000000000000000000..dac9b4d240afb8ac0ee457ee1ed01395c4efa36c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_82289009d00c5b9c.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_c15_82289009d00c5b9c +-- problem_id: v2p_c15_d44d03918d69f763 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN NULLIF("bin_1", '') IS NULL THEN NULL WHEN CAST(NULLIF("bin_1", '') AS REAL) <= 0.75 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c15"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_82ef419d65866955.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_82ef419d65866955.sql new file mode 100644 index 0000000000000000000000000000000000000000..25c2ce80f868c7d6be8fc891ab63638e50662d17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_82ef419d65866955.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c15_82ef419d65866955 +-- problem_id: v2p_c15_876c51948d5efeec +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_2", + "ord_5", + SUM(CAST(NULLIF("bin_1", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("bin_1", '') AS REAL)) * 100.0 + / SUM(SUM(CAST(NULLIF("bin_1", '') AS REAL))) OVER (PARTITION BY "ord_2") AS share_within_group +FROM "c15" +GROUP BY "ord_2", "ord_5" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_84e1caa2cb118fd1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_84e1caa2cb118fd1.sql new file mode 100644 index 0000000000000000000000000000000000000000..789984808066a83cf481b1b328fdb4d2daaf8bb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_84e1caa2cb118fd1.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c15_84e1caa2cb118fd1 +-- problem_id: v2p_c15_ff35efc5a8d27052 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", SUM("bin_2") AS "total_measure" +FROM "c15" +GROUP BY "bin_3" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_854a9ac7d16e084a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_854a9ac7d16e084a.sql new file mode 100644 index 0000000000000000000000000000000000000000..c63a6d4819b9834abb4e72cb88647da343faee9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_854a9ac7d16e084a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c15_854a9ac7d16e084a +-- problem_id: v2p_c15_8c943711bdffbf72 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_9", + COUNT(*) AS support, + AVG("bin_0") AS avg_response +FROM "c15" +GROUP BY "nom_9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_87d9fcdbd0e32d4b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_87d9fcdbd0e32d4b.sql new file mode 100644 index 0000000000000000000000000000000000000000..efbdfcb59a0b1ad26271120c968daa6ac73ee4e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_87d9fcdbd0e32d4b.sql @@ -0,0 +1,70 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c15_87d9fcdbd0e32d4b +-- problem_id: v2p_c15_5ba905f010e64457 +-- realization_mode: agent +-- source_kind: agent +WITH "cleaned" AS ( + SELECT + "bin_2", + CAST(NULLIF("bin_0", '') AS REAL) AS "measure" + FROM "c15" + WHERE NULLIF("bin_2", '') IS NOT NULL + AND NULLIF("bin_0", '') IS NOT NULL +), +"ranked" AS ( + SELECT + "bin_2", + "measure", + ROW_NUMBER() OVER (PARTITION BY "bin_2" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "bin_2") AS "cnt" + FROM "cleaned" +), +"positions" AS ( + SELECT DISTINCT + "bin_2", + "cnt", + 1.0 + ("cnt" - 1) * 0.95 AS "pos", + CAST(1.0 + ("cnt" - 1) * 0.95 AS INT) AS "lower_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.95) > CAST(1.0 + ("cnt" - 1) * 0.95 AS INT) + THEN CAST(1.0 + ("cnt" - 1) * 0.95 AS INT) + 1 + ELSE CAST(1.0 + ("cnt" - 1) * 0.95 AS INT) + END AS "upper_rn" + FROM "ranked" +), +"picked" AS ( + SELECT + "positions"."bin_2", + "positions"."cnt", + "positions"."pos", + "positions"."lower_rn", + "positions"."upper_rn", + MAX(CASE WHEN "ranked"."rn" = "positions"."lower_rn" THEN "ranked"."measure" END) AS "lower_measure", + MAX(CASE WHEN "ranked"."rn" = "positions"."upper_rn" THEN "ranked"."measure" END) AS "upper_measure" + FROM "positions" + JOIN "ranked" + ON "ranked"."bin_2" = "positions"."bin_2" + GROUP BY + "positions"."bin_2", + "positions"."cnt", + "positions"."pos", + "positions"."lower_rn", + "positions"."upper_rn" +) +SELECT + "bin_2", + CASE + WHEN "upper_rn" = "lower_rn" THEN "lower_measure" + ELSE "lower_measure" + ("pos" - "lower_rn") * ("upper_measure" - "lower_measure") + END AS "percentile_measure" +FROM "picked" +WHERE "cnt" >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_8ac3764354c6aeb3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_8ac3764354c6aeb3.sql new file mode 100644 index 0000000000000000000000000000000000000000..497c8d06163257a809332a073352887953ea711c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_8ac3764354c6aeb3.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c15_8ac3764354c6aeb3 +-- problem_id: v2p_c15_9caa147e3e8a0ebd +-- realization_mode: agent +-- source_kind: agent +SELECT "month", COUNT(*) AS row_count +FROM "c15" +GROUP BY "month" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_9bb49bc1ca37956d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_9bb49bc1ca37956d.sql new file mode 100644 index 0000000000000000000000000000000000000000..a6147546d9f51c2bed98e00d96912d1dc3cc251e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_9bb49bc1ca37956d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c15_9bb49bc1ca37956d +-- problem_id: v2p_c15_13ff395c8bbde403 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", SUM(CAST(NULLIF("month", '') AS REAL)) AS total_measure +FROM "c15" +GROUP BY "nom_1" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_9d512b908af84a41.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_9d512b908af84a41.sql new file mode 100644 index 0000000000000000000000000000000000000000..fbcde6bd4981e189b88aee47be63689118c4729c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_9d512b908af84a41.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c15_9d512b908af84a41 +-- problem_id: v2p_c15_e8f29c78e470352f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "bin_0", + COUNT(*) AS total_rows, + SUM(CASE WHEN "nom_7" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "nom_7" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c15" +GROUP BY "bin_0" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_a0e72b32825fa4fc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_a0e72b32825fa4fc.sql new file mode 100644 index 0000000000000000000000000000000000000000..071e1cb66cada5d1be7a746129cd22a2cb398602 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_a0e72b32825fa4fc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c15_a0e72b32825fa4fc +-- problem_id: v2p_c15_41f5d2404e2abdd6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "bin_3", + COUNT(*) AS total_rows, + SUM(CASE WHEN "ord_4" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "ord_4" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c15" +GROUP BY "bin_3" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_a421470a5f03dc0b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_a421470a5f03dc0b.sql new file mode 100644 index 0000000000000000000000000000000000000000..454572c2da2b0e4e3b375c0031bf3cb30a0143b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_a421470a5f03dc0b.sql @@ -0,0 +1,62 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c15_a421470a5f03dc0b +-- problem_id: v2p_c15_6d3c202ce316e4db +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "target", + CAST(NULLIF("day", '') AS REAL) AS "day_value" + FROM "c15" + WHERE NULLIF("target", '') IS NOT NULL + AND NULLIF("day", '') IS NOT NULL +), +"ranked" AS ( + SELECT + "target", + "day_value", + ROW_NUMBER() OVER (PARTITION BY "target" ORDER BY "day_value") AS "rn", + COUNT(*) OVER (PARTITION BY "target") AS "cnt" + FROM "base" +), +"positions" AS ( + SELECT + "target", + "day_value", + "rn", + ((CAST("cnt" AS REAL) - 1.0) * 0.95) + 1.0 AS "p", + CAST(((CAST("cnt" AS REAL) - 1.0) * 0.95) + 1.0 AS INTEGER) AS "lower_rn", + CAST(((CAST("cnt" AS REAL) - 1.0) * 0.95) + 1.0 AS INTEGER) + + CASE + WHEN (((CAST("cnt" AS REAL) - 1.0) * 0.95) + 1.0) > CAST(((CAST("cnt" AS REAL) - 1.0) * 0.95) + 1.0 AS INTEGER) THEN 1 + ELSE 0 + END AS "upper_rn" + FROM "ranked" +), +"bounds" AS ( + SELECT + "target", + MAX("p") AS "p", + MAX("lower_rn") AS "lower_rn", + MAX("upper_rn") AS "upper_rn", + MAX(CASE WHEN "rn" = "lower_rn" THEN "day_value" END) AS "lower_value", + MAX(CASE WHEN "rn" = "upper_rn" THEN "day_value" END) AS "upper_value" + FROM "positions" + GROUP BY "target" +) +SELECT + "target", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + ("p" - "lower_rn") * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_a568214c62ca3c28.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_a568214c62ca3c28.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6a47fc5ac6123bf615afc1602cbafbc9d8cb99d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_a568214c62ca3c28.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c15_a568214c62ca3c28 +-- problem_id: v2p_c15_0eb8c7342fa6a6b4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_0" AS value_label, COUNT(*) AS support + FROM "c15" + GROUP BY "bin_0" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_aa8f5c0f48699acc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_aa8f5c0f48699acc.sql new file mode 100644 index 0000000000000000000000000000000000000000..63418d9be8e7ac32de005c9f8d55863f8bd41f9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_aa8f5c0f48699acc.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c15_aa8f5c0f48699acc +-- problem_id: v2p_c15_865497bffe5a9237 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "bin_2", + SUM(CAST("ord_0" AS REAL)) AS "group_value" + FROM "c15" + WHERE NULLIF(TRIM("bin_2"), '') IS NOT NULL + AND NULLIF(TRIM("ord_0"), '') IS NOT NULL + GROUP BY "bin_2" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT + g."bin_2", + g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_aa95cc42a12adb89.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_aa95cc42a12adb89.sql new file mode 100644 index 0000000000000000000000000000000000000000..f5698d4f57a2ffcef1e2faf8957050b730e465f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_aa95cc42a12adb89.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c15_aa95cc42a12adb89 +-- problem_id: v2p_c15_20235a01afe20124 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "bin_1", + SUM(CAST(NULLIF("bin_2", '') AS REAL)) AS "group_value" + FROM "c15" + WHERE NULLIF("bin_1", '') IS NOT NULL + AND NULLIF("bin_2", '') IS NOT NULL + GROUP BY "bin_1" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT + "g"."bin_1", + "g"."group_value" +FROM "grouped" AS "g" +CROSS JOIN "total" AS "t" +WHERE "g"."group_value" > "t"."total_value" * 0.1 +ORDER BY "g"."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_abe5a22c94be437f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_abe5a22c94be437f.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf16d2fb9ba15330cd057b524478ba328f64e608 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_abe5a22c94be437f.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c15_abe5a22c94be437f +-- problem_id: v2p_c15_87d293362829be90 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", "nom_6", + SUM(CAST(NULLIF("ord_0", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("ord_0", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF("ord_0", '') AS REAL))) OVER (PARTITION BY "nom_2") AS share_within_group +FROM "c15" +WHERE NULLIF("nom_2", '') IS NOT NULL + AND NULLIF("nom_6", '') IS NOT NULL + AND NULLIF("ord_0", '') IS NOT NULL +GROUP BY "nom_2", "nom_6" +HAVING COUNT(*) >= 5 +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ac34622b3d812118.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ac34622b3d812118.sql new file mode 100644 index 0000000000000000000000000000000000000000..451b0d73c83e2eb4bdd67b34ff69505092c0af3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ac34622b3d812118.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c15_ac34622b3d812118 +-- problem_id: v2p_c15_3ca5f0b3d8e463dd +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", SUM(CAST(NULLIF("ord_0", '') AS REAL)) AS "total_measure" +FROM "c15" +GROUP BY "bin_4" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_acd51958b332e552.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_acd51958b332e552.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1582e3bf8aa70babc2cd260ac0ca196d0b03941 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_acd51958b332e552.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c15_acd51958b332e552 +-- problem_id: v2p_c15_0a17b86dc01ac5f2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_3" AS value_label, COUNT(*) AS support + FROM "c15" + GROUP BY "ord_3" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ad556163c450010a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ad556163c450010a.sql new file mode 100644 index 0000000000000000000000000000000000000000..1566c95457170a72e7063a043b4000a43b0e8ba0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ad556163c450010a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c15_ad556163c450010a +-- problem_id: v2p_c15_9f4af0a269f3516a +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_0", SUM(CAST(NULLIF("day", '') AS REAL)) AS "total_measure" +FROM "c15" +GROUP BY "nom_0" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_b7c595ada0d7256d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_b7c595ada0d7256d.sql new file mode 100644 index 0000000000000000000000000000000000000000..1543df9f36bfd1bda28e5899607ba55d447ddb56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_b7c595ada0d7256d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c15_b7c595ada0d7256d +-- problem_id: v2p_c15_2b7b7150ddbea454 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", COUNT(*) AS "row_count" +FROM "c15" +GROUP BY "bin_1" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_b8bcd3d8433af1df.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_b8bcd3d8433af1df.sql new file mode 100644 index 0000000000000000000000000000000000000000..0afd9b50706c14272dd47638ce2a3fb419f19e52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_b8bcd3d8433af1df.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c15_b8bcd3d8433af1df +-- problem_id: v2p_c15_d5abbf0ee41cbacb +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c15" +GROUP BY "ord_4" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_be3b3d929fd1e101.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_be3b3d929fd1e101.sql new file mode 100644 index 0000000000000000000000000000000000000000..28b69ada386d9fdcf24a2c527d269d57f143c2ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_be3b3d929fd1e101.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c15_be3b3d929fd1e101 +-- problem_id: v2p_c15_82fe500fde298fdb +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", "nom_8", + SUM(CAST("month" AS REAL)) AS total_measure, + SUM(CAST("month" AS REAL)) * 100.0 / SUM(SUM(CAST("month" AS REAL))) OVER (PARTITION BY "nom_4") AS share_within_group +FROM "c15" +GROUP BY "nom_4", "nom_8" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_bf375580a59c5671.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_bf375580a59c5671.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea76791a62e232046e665743b91ddbbb10da02ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_bf375580a59c5671.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c15_bf375580a59c5671 +-- problem_id: v2p_c15_ae083291c5beffe1 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "bin_1", + SUM(CAST(NULLIF("bin_2", '') AS REAL)) AS group_value + FROM "c15" + GROUP BY "bin_1" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."bin_1", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c1e903f1cf3cfac1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c1e903f1cf3cfac1.sql new file mode 100644 index 0000000000000000000000000000000000000000..ccc53d660fbee1b7fd197217d9077e5671d10e67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c1e903f1cf3cfac1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c15_c1e903f1cf3cfac1 +-- problem_id: v2p_c15_d0dca66e9ff1d555 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", + AVG(CASE WHEN "nom_2" = 'Lion' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c15" +GROUP BY "nom_2" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c26513627f179ff7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c26513627f179ff7.sql new file mode 100644 index 0000000000000000000000000000000000000000..eba58f40f35fe983aa4d201d1a0f2e43e1958952 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c26513627f179ff7.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c15_c26513627f179ff7 +-- problem_id: v2p_c15_d9e6f94743705368 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_1", + "nom_5", + SUM(CAST(NULLIF("bin_2", '') AS REAL)) AS "total_measure", + SUM(CAST(NULLIF("bin_2", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF("bin_2", '') AS REAL))) OVER (PARTITION BY "nom_1") AS "share_within_group" +FROM "c15" +GROUP BY "nom_1", "nom_5" +ORDER BY "share_within_group" DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c6d230b727da7bcc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c6d230b727da7bcc.sql new file mode 100644 index 0000000000000000000000000000000000000000..84be8cca5b5b0458750e64bde03365f3af37cccd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c6d230b727da7bcc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c15_c6d230b727da7bcc +-- problem_id: v2p_c15_dca25ac44d6bae80 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "bin_1", + COUNT(*) AS total_rows, + SUM(CASE WHEN "nom_3" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "nom_3" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c15" +GROUP BY "bin_1" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c845f4b517ff08c8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c845f4b517ff08c8.sql new file mode 100644 index 0000000000000000000000000000000000000000..d98779d14f7c79941c08df2ffd8e5ee6e78d9c0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c845f4b517ff08c8.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c15_c845f4b517ff08c8 +-- problem_id: v2p_c15_d548da94a5810888 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "nom_2", + SUM(CASE WHEN "day" = '5.0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "day" = '7.0' THEN 1 ELSE 0 END) AS denominator_count + FROM "c15" + GROUP BY "nom_2" +) +SELECT "nom_2", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c87d7556f80597b0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c87d7556f80597b0.sql new file mode 100644 index 0000000000000000000000000000000000000000..5256ba38a6f3d20ec2b6165f5f0d0788ded99db5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_c87d7556f80597b0.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c15_c87d7556f80597b0 +-- problem_id: v2p_c15_d7af80591ef62781 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_0" AS value_label, COUNT(*) AS support + FROM "c15" + GROUP BY "bin_0" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_caf8c8e68b08feea.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_caf8c8e68b08feea.sql new file mode 100644 index 0000000000000000000000000000000000000000..def5b8814868c6273b5e3b88c4f886eba42f8ac7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_caf8c8e68b08feea.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c15_caf8c8e68b08feea +-- problem_id: v2p_c15_affaa1befbfd5e3e +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", SUM(CAST("id" AS REAL)) AS "total_measure" +FROM "c15" +GROUP BY "bin_0" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_cb7e8567efefc7a0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_cb7e8567efefc7a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..e577cb13698337479d3309e671ff1dee1fb7d9e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_cb7e8567efefc7a0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c15_cb7e8567efefc7a0 +-- problem_id: v2p_c15_1cc7ccd736859443 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_6", + COUNT(*) AS support, + AVG("bin_2") AS avg_response +FROM "c15" +GROUP BY "nom_6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d1b575c2ab3eef69.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d1b575c2ab3eef69.sql new file mode 100644 index 0000000000000000000000000000000000000000..45db1f4afec3948d3f2f0eafe12dfe30cf23f9c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d1b575c2ab3eef69.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_rate_by_subgroup +-- variant_semantic_role: missing_rate_by_subgroup +-- template_id: tpl_missing_rate_by_subgroup +-- query_record_id: v2q_c15_d1b575c2ab3eef69 +-- problem_id: v2p_c15_db4e5f880f7b3c9b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "bin_0", + COUNT(*) AS total_rows, + SUM(CASE WHEN "bin_4" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "bin_4" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c15" +GROUP BY "bin_0" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d1b6b97cdaefa04e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d1b6b97cdaefa04e.sql new file mode 100644 index 0000000000000000000000000000000000000000..92818766fcec167ef27ef9a42127102be0adf976 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d1b6b97cdaefa04e.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c15_d1b6b97cdaefa04e +-- problem_id: v2p_c15_667db5021972f255 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_4" AS value_label, COUNT(*) AS support + FROM "c15" + GROUP BY "nom_4" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d371ce16246d81a5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d371ce16246d81a5.sql new file mode 100644 index 0000000000000000000000000000000000000000..49459b7607bf01e875d60504d62004d327794f81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d371ce16246d81a5.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c15_d371ce16246d81a5 +-- problem_id: v2p_c15_c9e5a820b63b3e41 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_3", + "nom_7", + SUM(CAST(NULLIF("day", '') AS REAL)) AS "total_measure", + SUM(CAST(NULLIF("day", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF("day", '') AS REAL))) OVER (PARTITION BY "nom_3") AS "share_within_group" +FROM "c15" +WHERE NULLIF("nom_3", '') IS NOT NULL + AND NULLIF("nom_7", '') IS NOT NULL + AND NULLIF("day", '') IS NOT NULL +GROUP BY "nom_3", "nom_7" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d48073c5f185f39e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d48073c5f185f39e.sql new file mode 100644 index 0000000000000000000000000000000000000000..39defb196d0f4f4c00b602c8e04235aeba7f6a46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d48073c5f185f39e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c15_d48073c5f185f39e +-- problem_id: v2p_c15_95234907526068ad +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", + AVG(CASE WHEN "day" = '7.0' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c15" +GROUP BY "ord_3" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d4f4492ad3286461.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d4f4492ad3286461.sql new file mode 100644 index 0000000000000000000000000000000000000000..e70a5ce066d254a10333084cab6fc3ef3acbe2ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d4f4492ad3286461.sql @@ -0,0 +1,80 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c15_d4f4492ad3286461 +-- problem_id: v2p_c15_44efc93d3234613e +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "ord_4" AS "group_col", + CAST("bin_1" AS REAL) AS "measure_col" + FROM "c15" + WHERE NULLIF("ord_4", '') IS NOT NULL + AND NULLIF("bin_1", '') IS NOT NULL +), +"eligible_groups" AS ( + SELECT + "group_col" + FROM "base" + GROUP BY "group_col" + HAVING COUNT(*) >= 5 +), +"ranked" AS ( + SELECT + b."group_col", + b."measure_col", + ROW_NUMBER() OVER ( + PARTITION BY b."group_col" + ORDER BY b."measure_col" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY b."group_col" + ) AS "cnt" + FROM "base" AS b + INNER JOIN "eligible_groups" AS g + ON b."group_col" = g."group_col" +), +"positions" AS ( + SELECT DISTINCT + "group_col", + (("cnt" - 1) * 0.95) + 1.0 AS "pos", + CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) AS "lower_rn", + CASE + WHEN ((("cnt" - 1) * 0.95) + 1.0) > CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) + THEN CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) + 1 + ELSE CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) + END AS "upper_rn" + FROM "ranked" +), +"percentiles" AS ( + SELECT + r."group_col", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure_col" END) AS "lower_val", + MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure_col" END) AS "upper_val" + FROM "ranked" AS r + INNER JOIN "positions" AS p + ON r."group_col" = p."group_col" + GROUP BY + r."group_col", + p."pos", + p."lower_rn", + p."upper_rn" +) +SELECT + "group_col" AS "ord_4", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC, "ord_4"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d762dcd19adbfc69.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d762dcd19adbfc69.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9c1eb7eb2afc2ad7d0a3bc90ccc095f994f20d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_d762dcd19adbfc69.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c15_d762dcd19adbfc69 +-- problem_id: v2p_c15_faffb05d3bda0ab1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_2", + "nom_6", + SUM(CAST(NULLIF("ord_0", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("ord_0", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF("ord_0", '') AS REAL))) OVER (PARTITION BY "nom_2") AS share_within_group +FROM "c15" +GROUP BY "nom_2", "nom_6" +ORDER BY share_within_group DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_dd6a7ed7db9e9f99.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_dd6a7ed7db9e9f99.sql new file mode 100644 index 0000000000000000000000000000000000000000..83c23014a88aae9795af8580436c47f237bf1967 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_dd6a7ed7db9e9f99.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_relative_total_threshold +-- query_record_id: v2q_c15_dd6a7ed7db9e9f99 +-- problem_id: v2p_c15_3a4f20e89920719c +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "nom_0", SUM(CAST(NULLIF("id", '') AS REAL)) AS group_value + FROM "c15" + WHERE NULLIF("nom_0", '') IS NOT NULL + AND NULLIF("id", '') IS NOT NULL + GROUP BY "nom_0" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."nom_0", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ddc3d2bac0ce54b9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ddc3d2bac0ce54b9.sql new file mode 100644 index 0000000000000000000000000000000000000000..eed6b4848525b4281b12e25ac685d712e35158a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ddc3d2bac0ce54b9.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c15_ddc3d2bac0ce54b9 +-- problem_id: v2p_c15_2ef4effe4c54ca98 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "bin_2", + CAST("bin_0" AS REAL) AS "measure" + FROM "c15" + WHERE "bin_0" IS NOT NULL + AND "bin_0" <> '' +), +"ranked" AS ( + SELECT + "bin_2", + "measure", + ROW_NUMBER() OVER (PARTITION BY "bin_2" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "bin_2") AS "cnt" + FROM "filtered" +) +SELECT + "bin_2", + MIN("measure") AS "percentile_measure" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" >= CAST(("cnt" * 0.9) + 0.999999999 AS INTEGER) +GROUP BY "bin_2" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e134e461a57f0686.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e134e461a57f0686.sql new file mode 100644 index 0000000000000000000000000000000000000000..d4c7c502d8bcfb7211f252b08efa5098a5688903 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e134e461a57f0686.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c15_e134e461a57f0686 +-- problem_id: v2p_c15_e7b3ff2e8fd49135 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", + AVG(CASE WHEN "nom_1" = 'Triangle' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c15" +GROUP BY "nom_1" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e1b7074554a6551e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e1b7074554a6551e.sql new file mode 100644 index 0000000000000000000000000000000000000000..293405aa07db06539149b0eb561d8ee700bac18c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e1b7074554a6551e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c15_e1b7074554a6551e +-- problem_id: v2p_c15_175f6f13b57e5e3e +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_0", COUNT(*) AS "row_count" +FROM "c15" +WHERE "target" = '1' +GROUP BY "bin_3", "nom_0" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e2f7888ee959e80c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e2f7888ee959e80c.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e8310142fe5018bab8436c7709ba4dfbdcc0576 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e2f7888ee959e80c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c15_e2f7888ee959e80c +-- problem_id: v2p_c15_32f43f05927c80bf +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "id", + COUNT(*) AS support, + AVG("bin_0") AS avg_response +FROM "c15" +GROUP BY "id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e3c7fc976886ad9b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e3c7fc976886ad9b.sql new file mode 100644 index 0000000000000000000000000000000000000000..48599c8c670c6c9196929d4ab488dc395f10b436 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e3c7fc976886ad9b.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c15_e3c7fc976886ad9b +-- problem_id: v2p_c15_f46cd463d003f695 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "bin_4", + SUM(CASE WHEN "ord_0" = '3.0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "ord_0" = '2.0' THEN 1 ELSE 0 END) AS denominator_count + FROM "c15" + GROUP BY "bin_4" +) +SELECT "bin_4", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e694c97a993c3d4f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e694c97a993c3d4f.sql new file mode 100644 index 0000000000000000000000000000000000000000..af79d18adebc0baeffbde5068dec9d9226b05c75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e694c97a993c3d4f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: missingness_structure +-- canonical_subitem_id: co_missingness_pattern_consistency +-- intended_facet_id: missing_target_interaction +-- variant_semantic_role: missing_target_interaction +-- template_id: tpl_missing_target_interaction +-- query_record_id: v2q_c15_e694c97a993c3d4f +-- problem_id: v2p_c15_8debc64672d2a940 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "target", + COUNT(*) AS total_rows, + SUM(CASE WHEN "bin_2" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "bin_2" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c15" +GROUP BY "target" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e74f51004f84a1d8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e74f51004f84a1d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..0642b30b532bb718371b4d5db10908c15df46acc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e74f51004f84a1d8.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c15_e74f51004f84a1d8 +-- problem_id: v2p_c15_43e792dc12a0e491 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_3", + "nom_7", + SUM(CAST(NULLIF("day", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("day", '') AS REAL)) * 100.0 + / SUM(SUM(CAST(NULLIF("day", '') AS REAL))) OVER (PARTITION BY "nom_3") AS share_within_group +FROM "c15" +GROUP BY "nom_3", "nom_7" +ORDER BY share_within_group DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e7d43fc1c682bbfe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e7d43fc1c682bbfe.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d3f20733efc44cac5ff463ba68ceee249605ea9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_e7d43fc1c682bbfe.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_c15_e7d43fc1c682bbfe +-- problem_id: v2p_c15_abbed3e1411e4149 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", SUM(CAST(NULLIF("bin_1", '') AS REAL)) AS "total_measure" +FROM "c15" +GROUP BY "bin_2" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ec9083bb29ad5def.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ec9083bb29ad5def.sql new file mode 100644 index 0000000000000000000000000000000000000000..2179c64d8f7caa674fcbd7dd110e4183e90aafcf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ec9083bb29ad5def.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c15_ec9083bb29ad5def +-- problem_id: v2p_c15_9081a6435892eb90 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_4", + CAST("bin_1" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_4" + ORDER BY CAST("bin_1" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "ord_4") AS "cnt" + FROM "c15" + WHERE NULLIF("ord_4", '') IS NOT NULL + AND NULLIF("bin_1", '') IS NOT NULL +), +"cutoffs" AS ( + SELECT + "ord_4", + "measure_value", + "rn", + "cnt", + CAST(0.9 * "cnt" AS INTEGER) + + CASE + WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INTEGER) THEN 1 + ELSE 0 + END AS "target_rn" + FROM "ranked" +) +SELECT + "ord_4", + MAX(CASE WHEN "rn" = "target_rn" THEN "measure_value" END) AS "percentile_measure" +FROM "cutoffs" +WHERE "cnt" >= 5 +GROUP BY "ord_4" +ORDER BY "percentile_measure" DESC, "ord_4" +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ec9f8610ba93df81.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ec9f8610ba93df81.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb76af296c7a36d8ff779ebc228962ab563962b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ec9f8610ba93df81.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c15_ec9f8610ba93df81 +-- problem_id: v2p_c15_c040a2f4a52b992b +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "bin_2", + SUM(CASE WHEN "nom_3" = 'Costa Rica' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "nom_3" = 'India' THEN 1 ELSE 0 END) AS denominator_count + FROM "c15" + GROUP BY "bin_2" +) +SELECT "bin_2", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ed9cc081c176c084.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ed9cc081c176c084.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5dd3530caf03a8041abaa45060e9e43e841d6ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_ed9cc081c176c084.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c15_ed9cc081c176c084 +-- problem_id: v2p_c15_07ebbeb033870c41 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_2", + "ord_5", + "total_measure", + "total_measure" * 100.0 / NULLIF(SUM("total_measure") OVER (PARTITION BY "ord_2"), 0) AS "share_within_group" +FROM ( + SELECT + "ord_2", + "ord_5", + SUM(CASE WHEN NULLIF("bin_1", '') IS NOT NULL THEN CAST("bin_1" AS REAL) ELSE 0 END) AS "total_measure" + FROM "c15" + GROUP BY "ord_2", "ord_5" +) AS "grouped" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_f86694a9a494227a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_f86694a9a494227a.sql new file mode 100644 index 0000000000000000000000000000000000000000..523d1b7ac6f8007359aaa272ecd2cb0556e66654 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_f86694a9a494227a.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_c15_f86694a9a494227a +-- problem_id: v2p_c15_376a6a30674e230c +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("month" AS REAL) AS "month", + NTILE(10) OVER (ORDER BY CAST("month" AS REAL) DESC) AS "tail_bucket" + FROM "c15" + WHERE "month" IS NOT NULL AND "month" <> '' +) +SELECT "month" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "month" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_f8da20294cab3cee.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_f8da20294cab3cee.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e2ae47b5028a616a3a1b4b4ae048cd6c9470f62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_f8da20294cab3cee.sql @@ -0,0 +1,58 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c15_f8da20294cab3cee +-- problem_id: v2p_c15_ed94d52005a351f8 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "target", + CAST(NULLIF("day", '') AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "target" + ORDER BY CAST(NULLIF("day", '') AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "target") AS "cnt" + FROM "c15" + WHERE NULLIF("day", '') IS NOT NULL +), +"positions" AS ( + SELECT + "target", + "day_value", + "rn", + "cnt", + 1.0 + (("cnt" - 1) * 0.9) AS "pos" + FROM "ordered" +), +"picked" AS ( + SELECT + "target", + MAX(CASE WHEN "rn" = CAST("pos" AS INT) THEN "day_value" END) AS "lower_value", + MAX( + CASE + WHEN "rn" = CAST("pos" AS INT) + CASE WHEN "pos" > CAST("pos" AS INT) THEN 1 ELSE 0 END + THEN "day_value" + END + ) AS "upper_value", + MAX("pos") AS "pos", + MAX(CAST("pos" AS INT)) AS "lower_rn", + MAX(CAST("pos" AS INT) + CASE WHEN "pos" > CAST("pos" AS INT) THEN 1 ELSE 0 END) AS "upper_rn" + FROM "positions" + GROUP BY "target" +) +SELECT + "target", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + (("pos" - "lower_rn") * ("upper_value" - "lower_value")) + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC, "target"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_f96d7590a9ef612d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_f96d7590a9ef612d.sql new file mode 100644 index 0000000000000000000000000000000000000000..d64cce58ccf3d3fb9971b4a08332a444437a4b8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_f96d7590a9ef612d.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c15_f96d7590a9ef612d +-- problem_id: v2p_c15_1b479d70f1b96e0b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_2" AS value_label, COUNT(*) AS support + FROM "c15" + GROUP BY "ord_2" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_fd0ee0e821c8ffd5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_fd0ee0e821c8ffd5.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b893dcd009c69cc2f1bdd386d8803a27023e0d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/c15/sql/v2q_c15_fd0ee0e821c8ffd5.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_b +-- sql_source_dataset_id: c15 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c15_fd0ee0e821c8ffd5 +-- problem_id: v2p_c15_11c9d974988cbb67 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "bin_3", + SUM(CASE WHEN "nom_4" = 'Piano' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "nom_4" = 'Theremin' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "c15" + GROUP BY "bin_3" +) +SELECT + "bin_3", + CAST("numerator_count" AS FLOAT) / NULLIF("denominator_count", 0) AS "condition_ratio" +FROM "grouped" +ORDER BY "condition_ratio" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a038ba775ce04b0c1415d245ec4b363b4472a21b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7474, "bytes_utf8": 7474, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 566, "bytes_utf8": 566, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14584, "cached_input_tokens": 12032, "output_tokens": 689, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..445a3fe834ec94343acc2dee097fc2448f7c867b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0095339fe374f275", + "api_calls": 0, + "input_tokens": 14584, + "cached_input_tokens": 12032, + "output_tokens": 689, + "total_tokens": 15273, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14973.74, + "sql_execution_elapsed_ms_total": 68.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19101d0ce6dea4542406884af6e38883d45cc11e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:59.673595+00:00", + "ended_at": "2026-05-19T15:35:14.647366+00:00", + "elapsed_ms": 14973.74, + "prompt_metrics": { + "chars": 7474, + "bytes_utf8": 7474, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 946, + "bytes_utf8": 946, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 566, + "bytes_utf8": 566, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14584, + "cached_input_tokens": 12032, + "output_tokens": 689, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39f28ee3dca081a170cb5db6195fc6e660b10dac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "item_col": "81.8828", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0474d43c5e9580881ecaef47f1cdc9cce10333b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-4444-7543-8294-66100c8d23ee"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"81.8828\\\",\\n SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"40.092\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"40.092\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"81.8828\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"81.8828\\\", and measure_col=\\\"40.092\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14584,"cached_input_tokens":12032,"output_tokens":689,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a9e9372e3449a3150e8b724419153604131e852 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"81.8828\",\n SUM(CAST(\"40.092\" AS REAL)) AS total_measure,\n SUM(CAST(\"40.092\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"40.092\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"81.8828\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"g\", item_col=\"81.8828\", and measure_col=\"40.092\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9be60f615a5b2166e9fadb4a69a022abcfa62f77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 276, "bytes_utf8": 276, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14469, "cached_input_tokens": 12032, "output_tokens": 187, "reasoning_output_tokens": 100}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1ef55362db29e3b5a1937b53897301667331600d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_037f3d76812ee306", + "api_calls": 0, + "input_tokens": 14469, + "cached_input_tokens": 12032, + "output_tokens": 187, + "total_tokens": 14656, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10711.61, + "sql_execution_elapsed_ms_total": 8.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0bde34454908ef45a2e83b89b5df143eff26973a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:25.556459+00:00", + "ended_at": "2026-05-19T16:03:28.714192+00:00", + "elapsed_ms": 3157.7, + "returncode": 1, + "prompt_metrics": { + "chars": 7059, + "bytes_utf8": 7059, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c77fd1bc4cd6e3c6fd96553a2343ecc9673cc19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:29.715619+00:00", + "ended_at": "2026-05-19T16:03:37.269569+00:00", + "elapsed_ms": 7553.91, + "prompt_metrics": { + "chars": 7059, + "bytes_utf8": 7059, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 629, + "bytes_utf8": 629, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 276, + "bytes_utf8": 276, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14469, + "cached_input_tokens": 12032, + "output_tokens": 187, + "reasoning_output_tokens": 100 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae4fe55f1c2f21540887f490bcd43e75ae5efd72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae4fe55f1c2f21540887f490bcd43e75ae5efd72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c65081e5bb83003ecfe4ed2eec8ef7dea6392e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-4c11-73e3-8e00-fa808e828dad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3456629379ccc2b53696fafed5a460a7a4235d27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-4c11-73e3-8e00-fa808e828dad"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84317d328a4fd0f4409b508095ddb4957ac5366c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-5c2c-7de3-b2d2-fbd6fea44b20"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 10;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"g\\\" and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14469,"cached_input_tokens":12032,"output_tokens":187,"reasoning_output_tokens":100}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e76dd0c701a805378bac4d3258d81cca294f8677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"g\",\n COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 10;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"g\" and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_037f3d76812ee306/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..834bcb18138941aeaa2e20c15163a3e2e60434e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7621, "bytes_utf8": 7621, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 590, "bytes_utf8": 590, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14603, "cached_input_tokens": 13696, "output_tokens": 496, "reasoning_output_tokens": 333}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..385ef062ac98a1a6fd1615e95d1ce3316f2ee20a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_04773d7cdf3a5df9", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 13696, + "output_tokens": 496, + "total_tokens": 15099, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9955.82, + "sql_execution_elapsed_ms_total": 11.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..04b0a3ea1d265e7c0afd894400d2c7abaefacba7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:52.020336+00:00", + "ended_at": "2026-05-19T15:45:01.976182+00:00", + "elapsed_ms": 9955.82, + "prompt_metrics": { + "chars": 7621, + "bytes_utf8": 7621, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 957, + "bytes_utf8": 957, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 590, + "bytes_utf8": 590, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14603, + "cached_input_tokens": 13696, + "output_tokens": 496, + "reasoning_output_tokens": 333 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1de455bcccdec46be2da23ce7eb2069d0cabf65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c66d97fb9470953c12537411a5ba42bb27c26384 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-4e3f-78d0-a595-6b6fc2640e48"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT grp.\\\"g\\\", grp.group_value\\nFROM grouped AS grp\\nCROSS JOIN total AS t\\nWHERE grp.group_value > t.total_value * 0.05\\nORDER BY grp.group_value DESC;\",\"notes\":\"Used the required template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". CAST to REAL is necessary because the SQLite schema stores the measure column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14603,"cached_input_tokens":13696,"output_tokens":496,"reasoning_output_tokens":333}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7c2466a4798007194331dbf32b056833838a7e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT grp.\"g\", grp.group_value\nFROM grouped AS grp\nCROSS JOIN total AS t\nWHERE grp.group_value > t.total_value * 0.05\nORDER BY grp.group_value DESC;","notes":"Used the required template with group_col=\"g\" and measure_col=\"2.6449\". CAST to REAL is necessary because the SQLite schema stores the measure column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_04773d7cdf3a5df9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6e31dd1f43dfd029e2afb6117fcbca43d694d62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7481, "bytes_utf8": 7481, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 582, "bytes_utf8": 582, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14586, "cached_input_tokens": 13696, "output_tokens": 695, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c3b25ff03e945d2b0faaa6f0b9da99cda1bd496c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0bc06a8f599240cb", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 13696, + "output_tokens": 695, + "total_tokens": 15281, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16606.97, + "sql_execution_elapsed_ms_total": 66.37, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e280ffe9e3ec213e37bea51fa8521dbb7025332b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:39.474985+00:00", + "ended_at": "2026-05-19T15:35:56.081985+00:00", + "elapsed_ms": 16606.97, + "prompt_metrics": { + "chars": 7481, + "bytes_utf8": 7481, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 962, + "bytes_utf8": 962, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 582, + "bytes_utf8": 582, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14586, + "cached_input_tokens": 13696, + "output_tokens": 695, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcfc6217922ffd021b48aa47145b23c8f376ffb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "item_col": "28.7967", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f61433d6e8a30b69409b13e0db8c9d4b2ca71608 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-dfcc-7910-9f6b-818f07f2eff0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"28.7967\\\",\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"81.8828\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"28.7967\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"28.7967\\\", and measure_col=\\\"81.8828\\\". CAST to REAL is required because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14586,"cached_input_tokens":13696,"output_tokens":695,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b825a78fd0ac9690acaaa6c45d97a7231b81adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"28.7967\",\n SUM(CAST(\"81.8828\" AS REAL)) AS total_measure,\n SUM(CAST(\"81.8828\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"81.8828\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"28.7967\"\nORDER BY share_within_group DESC;","notes":"Used the requested Within-Group Share of Total template with group_col=\"g\", item_col=\"28.7967\", and measure_col=\"81.8828\". CAST to REAL is required because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0bc06a8f599240cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..550f68047b4414aed03555469a7797d4daad2836 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7018, "bytes_utf8": 7018, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7018, "bytes_utf8": 7018, "lines": 226, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14457, "cached_input_tokens": 12288, "output_tokens": 342, "reasoning_output_tokens": 232}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7ea3ae9c06deff1a64e05496a54c68222117afb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0c5526920c3bba15", + "api_calls": 0, + "input_tokens": 14457, + "cached_input_tokens": 12288, + "output_tokens": 342, + "total_tokens": 14799, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12901.95, + "sql_execution_elapsed_ms_total": 11.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..76d36818b33f484e01128939fad869bef82e8805 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:59.539298+00:00", + "ended_at": "2026-05-19T16:01:02.323601+00:00", + "elapsed_ms": 2784.28, + "returncode": 1, + "prompt_metrics": { + "chars": 7018, + "bytes_utf8": 7018, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48caaadd0315616e16b3b47f74386ddba10541e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:03.325283+00:00", + "ended_at": "2026-05-19T16:01:13.443040+00:00", + "elapsed_ms": 10117.67, + "prompt_metrics": { + "chars": 7018, + "bytes_utf8": 7018, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 709, + "bytes_utf8": 709, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14457, + "cached_input_tokens": 12288, + "output_tokens": 342, + "reasoning_output_tokens": 232 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68df0a3a72781812ce459484902cc2f3267e5e98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=16.0021.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..68df0a3a72781812ce459484902cc2f3267e5e98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=16.0021.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c4c5a40a28b0b68986786b12fa4b17e6a504a64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-11a2-7593-9c5d-093c55e6130d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ab25621be8f5863a5cb1d562767c9eff9dc5daa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-11a2-7593-9c5d-093c55e6130d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72a76e56e8167864ace40af6549168dc33f4386a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-2076-74c0-ac4a-7f6d61854198"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"16.0021\\\" AS REAL) <= 24.73995 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n11\\\";\",\"notes\":\"Uses the required Threshold Rarity CDF template with measure_col bound to \\\"16.0021\\\" and threshold 24.73995. CAST to REAL is included because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14457,"cached_input_tokens":12288,"output_tokens":342,"reasoning_output_tokens":232}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..75b8b74437e89b3b7c94ddac0ee8837147f495d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"16.0021\" AS REAL) <= 24.73995 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n11\";","notes":"Uses the required Threshold Rarity CDF template with measure_col bound to \"16.0021\" and threshold 24.73995. CAST to REAL is included because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32e222cf247bd90ee23495075a1fa097913ecef5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 481, "bytes_utf8": 481, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14477, "cached_input_tokens": 13696, "output_tokens": 568, "reasoning_output_tokens": 431}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..04ca9dc94b879c46cc0a96b88aaeef97d32e2977 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_10295525251a67b3", + "api_calls": 0, + "input_tokens": 14477, + "cached_input_tokens": 13696, + "output_tokens": 568, + "total_tokens": 15045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11819.06, + "sql_execution_elapsed_ms_total": 35.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e348b5dc83be39993a4f546b8fd975232bcf10ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:39.039500+00:00", + "ended_at": "2026-05-19T15:41:50.858591+00:00", + "elapsed_ms": 11819.06, + "prompt_metrics": { + "chars": 7151, + "bytes_utf8": 7151, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 853, + "bytes_utf8": 853, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 481, + "bytes_utf8": 481, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14477, + "cached_input_tokens": 13696, + "output_tokens": 568, + "reasoning_output_tokens": 431 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa3277b9e234da095a389d10b645b210889ae9c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2a46b5cf9efc7ecad1ce724e486e0f38a7ec5de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-5c57-7cf3-abe8-67934531a74f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n AND \\\"0.1982\\\" IS NOT NULL\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Cast the measure to REAL because the schema stores it as TEXT, and filtered NULLs to keep the grouped view stable.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14477,"cached_input_tokens":13696,"output_tokens":568,"reasoning_output_tokens":431}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42d8c87437bca6a585d7b2ef7b93470117763fc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"0.1982\" AS REAL)) OVER (PARTITION BY \"g\") AS \"avg_measure\"\nFROM \"n11\"\nWHERE \"g\" IS NOT NULL\n AND \"0.1982\" IS NOT NULL\nORDER BY \"avg_measure\" DESC;","notes":"Applied the Window Partition Average template with group_col=\"g\" and measure_col=\"0.1982\". Cast the measure to REAL because the schema stores it as TEXT, and filtered NULLs to keep the grouped view stable."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_10295525251a67b3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a975890b14c17d3981b4ca9233359f5a8c2dc71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 297, "bytes_utf8": 297, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14434, "cached_input_tokens": 13696, "output_tokens": 209, "reasoning_output_tokens": 128}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b5c5bab6b05a997f506aaecba64cb9d0eb3d5574 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1143246e39a5afcc", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 13696, + "output_tokens": 209, + "total_tokens": 14643, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11063.55, + "sql_execution_elapsed_ms_total": 7.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9af5785adec8a6003010459b2f4543f405213fa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:07.979198+00:00", + "ended_at": "2026-05-19T15:32:19.042772+00:00", + "elapsed_ms": 11063.55, + "prompt_metrics": { + "chars": 6979, + "bytes_utf8": 6979, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 651, + "bytes_utf8": 651, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 297, + "bytes_utf8": 297, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14434, + "cached_input_tokens": 13696, + "output_tokens": 209, + "reasoning_output_tokens": 128 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..157fb956f460dbadff909740b3f19043f627158c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..034afab14212b1d05fae1524d94165361c77790e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-a5ce-70c1-adc6-8627306ff43b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col bound to \\\"g\\\" to show the count distribution of rows across target subgroups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14434,"cached_input_tokens":13696,"output_tokens":209,"reasoning_output_tokens":128}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba1e63a977e8fdf41bcba5f665b1bfdc16ac7332 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS \"row_count\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned grouped-count template with group_col bound to \"g\" to show the count distribution of rows across target subgroups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1143246e39a5afcc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fad75c5f1afdf58166790c66b6ab3c307d21d2b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7479, "bytes_utf8": 7479, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 813, "bytes_utf8": 813, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 13696, "output_tokens": 1477, "reasoning_output_tokens": 1238}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a6a4da2bfeaafb47d559ce0740cf9f9074499b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_117db728fbde5de2", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 1477, + "total_tokens": 16062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33421.55, + "sql_execution_elapsed_ms_total": 83.46, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4f105a333e52f5cd3f3923f2b0fb8030f7807a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:31.790597+00:00", + "ended_at": "2026-05-19T15:34:05.212180+00:00", + "elapsed_ms": 33421.55, + "prompt_metrics": { + "chars": 7479, + "bytes_utf8": 7479, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1583, + "bytes_utf8": 1583, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 813, + "bytes_utf8": 813, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 1477, + "reasoning_output_tokens": 1238 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..481d2f1a46aea97a06677f733b45675151a6f22d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "item_col": "22.011", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..66d6c669cbec96d0ba5ac6fad65f0fa69690a7bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40de-ed27-7471-890a-b40aad1cb657"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1992383, Requested 15220. Please try again in 228ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"group_item_totals\\\".\\\"g\\\", \\\"group_item_totals\\\".\\\"22.011\\\", \\\"group_item_totals\\\".\\\"total_measure\\\",\\n \\\"group_item_totals\\\".\\\"total_measure\\\" * 100.0 / SUM(\\\"group_item_totals\\\".\\\"total_measure\\\") OVER (PARTITION BY \\\"group_item_totals\\\".\\\"g\\\") AS \\\"share_within_group\\\"\\nFROM (\\n SELECT \\\"g\\\", \\\"22.011\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\", \\\"22.011\\\"\\n) AS \\\"group_item_totals\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 15;\",\"notes\":\"Instantiates the Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"22.011\\\", and measure_col=\\\"27.7004\\\". The measure column is CAST to REAL because the schema stores values as TEXT. LIMIT 15 follows the provided top_k binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14585,"cached_input_tokens":13696,"output_tokens":1477,"reasoning_output_tokens":1238}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..506c689c194f4a40254572b94cb89c7d861cba18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"group_item_totals\".\"g\", \"group_item_totals\".\"22.011\", \"group_item_totals\".\"total_measure\",\n \"group_item_totals\".\"total_measure\" * 100.0 / SUM(\"group_item_totals\".\"total_measure\") OVER (PARTITION BY \"group_item_totals\".\"g\") AS \"share_within_group\"\nFROM (\n SELECT \"g\", \"22.011\", SUM(CAST(\"27.7004\" AS REAL)) AS \"total_measure\"\n FROM \"n11\"\n GROUP BY \"g\", \"22.011\"\n) AS \"group_item_totals\"\nORDER BY \"share_within_group\" DESC\nLIMIT 15;","notes":"Instantiates the Within-Group Share of Total template with group_col=\"g\", item_col=\"22.011\", and measure_col=\"27.7004\". The measure column is CAST to REAL because the schema stores values as TEXT. LIMIT 15 follows the provided top_k binding."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_117db728fbde5de2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0a103b656a31496bc72477d7d12445121dee68f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 2191, "bytes_utf8": 2191, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14501, "cached_input_tokens": 12032, "output_tokens": 4505, "reasoning_output_tokens": 3712}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..66db84a8fc89215077f1e69f6b06bdb8ff7572fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1230a0e6366ee6c8", + "api_calls": 0, + "input_tokens": 14501, + "cached_input_tokens": 12032, + "output_tokens": 4505, + "total_tokens": 19006, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 59643.71, + "sql_execution_elapsed_ms_total": 103.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7254d9c33e697468340d1d82733f9f3ca2590c06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:49.728190+00:00", + "ended_at": "2026-05-19T15:52:52.807157+00:00", + "elapsed_ms": 3078.94, + "returncode": 1, + "prompt_metrics": { + "chars": 7245, + "bytes_utf8": 7245, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5b099a99269334b0c642135151f83c4f5bdeaa14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:53.809824+00:00", + "ended_at": "2026-05-19T15:53:50.374639+00:00", + "elapsed_ms": 56564.77, + "prompt_metrics": { + "chars": 7245, + "bytes_utf8": 7245, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2987, + "bytes_utf8": 2987, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2191, + "bytes_utf8": 2191, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14501, + "cached_input_tokens": 12032, + "output_tokens": 4505, + "reasoning_output_tokens": 3712 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f9609ba2e76049af4c3ce6494e29824782964b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f9609ba2e76049af4c3ce6494e29824782964b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..06b39b32b24f6e061e6bd27940018365e5e2891a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-985c-74d3-8fc3-6a446472b440"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..023c4e77addeaaac7d210294d52f768a5043875c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-985c-74d3-8fc3-6a446472b440"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d898c5a8a6350649716a214ab8f856c9db671e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-a836-79c0-b51c-8f5243c3ea07"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"g\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND TRIM(\\\"g\\\") <> ''\\n AND \\\"40.092\\\" IS NOT NULL\\n AND TRIM(\\\"40.092\\\") <> ''\\n),\\n\\\"group_sizes\\\" AS (\\n SELECT\\n \\\"g\\\",\\n COUNT(*) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"g\\\"\\n HAVING COUNT(*) >= 5\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"base\\\".\\\"g\\\" AS \\\"g\\\",\\n \\\"base\\\".\\\"measure\\\" AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"base\\\".\\\"g\\\"\\n ORDER BY \\\"base\\\".\\\"measure\\\"\\n ) AS \\\"rn\\\"\\n FROM \\\"base\\\"\\n JOIN \\\"group_sizes\\\"\\n ON \\\"group_sizes\\\".\\\"g\\\" = \\\"base\\\".\\\"g\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"cnt\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) > CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"group_sizes\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"pos\\\".\\\"g\\\" AS \\\"g\\\",\\n \\\"pos\\\".\\\"pos\\\" AS \\\"pos\\\",\\n \\\"pos\\\".\\\"lower_rn\\\" AS \\\"lower_rn\\\",\\n \\\"pos\\\".\\\"upper_rn\\\" AS \\\"upper_rn\\\",\\n MAX(CASE WHEN \\\"ranked\\\".\\\"rn\\\" = \\\"pos\\\".\\\"lower_rn\\\" THEN \\\"ranked\\\".\\\"measure\\\" END) AS \\\"lower_measure\\\",\\n MAX(CASE WHEN \\\"ranked\\\".\\\"rn\\\" = \\\"pos\\\".\\\"upper_rn\\\" THEN \\\"ranked\\\".\\\"measure\\\" END) AS \\\"upper_measure\\\"\\n FROM \\\"pos\\\"\\n JOIN \\\"ranked\\\"\\n ON \\\"ranked\\\".\\\"g\\\" = \\\"pos\\\".\\\"g\\\"\\n GROUP BY\\n \\\"pos\\\".\\\"g\\\",\\n \\\"pos\\\".\\\"pos\\\",\\n \\\"pos\\\".\\\"lower_rn\\\",\\n \\\"pos\\\".\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_measure\\\"\\n ELSE \\\"lower_measure\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_measure\\\" - \\\"lower_measure\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible emulation of PERCENTILE_CONT(0.9) by group on CAST(\\\"40.092\\\" AS REAL), using linear interpolation and filtering to groups with at least 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14501,"cached_input_tokens":12032,"output_tokens":4505,"reasoning_output_tokens":3712}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c7dff349b0260e3b18d97f48e14d6e71d109cbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"g\" AS \"g\",\n CAST(\"40.092\" AS REAL) AS \"measure\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND TRIM(\"g\") <> ''\n AND \"40.092\" IS NOT NULL\n AND TRIM(\"40.092\") <> ''\n),\n\"group_sizes\" AS (\n SELECT\n \"g\",\n COUNT(*) AS \"cnt\"\n FROM \"base\"\n GROUP BY \"g\"\n HAVING COUNT(*) >= 5\n),\n\"ranked\" AS (\n SELECT\n \"base\".\"g\" AS \"g\",\n \"base\".\"measure\" AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"base\".\"g\"\n ORDER BY \"base\".\"measure\"\n ) AS \"rn\"\n FROM \"base\"\n JOIN \"group_sizes\"\n ON \"group_sizes\".\"g\" = \"base\".\"g\"\n),\n\"pos\" AS (\n SELECT\n \"g\",\n \"cnt\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) > CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n END AS \"upper_rn\"\n FROM \"group_sizes\"\n),\n\"bounds\" AS (\n SELECT\n \"pos\".\"g\" AS \"g\",\n \"pos\".\"pos\" AS \"pos\",\n \"pos\".\"lower_rn\" AS \"lower_rn\",\n \"pos\".\"upper_rn\" AS \"upper_rn\",\n MAX(CASE WHEN \"ranked\".\"rn\" = \"pos\".\"lower_rn\" THEN \"ranked\".\"measure\" END) AS \"lower_measure\",\n MAX(CASE WHEN \"ranked\".\"rn\" = \"pos\".\"upper_rn\" THEN \"ranked\".\"measure\" END) AS \"upper_measure\"\n FROM \"pos\"\n JOIN \"ranked\"\n ON \"ranked\".\"g\" = \"pos\".\"g\"\n GROUP BY\n \"pos\".\"g\",\n \"pos\".\"pos\",\n \"pos\".\"lower_rn\",\n \"pos\".\"upper_rn\"\n)\nSELECT\n \"g\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_measure\"\n ELSE \"lower_measure\" + (\"pos\" - \"lower_rn\") * (\"upper_measure\" - \"lower_measure\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible emulation of PERCENTILE_CONT(0.9) by group on CAST(\"40.092\" AS REAL), using linear interpolation and filtering to groups with at least 5 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31b8c18e8bec774c3adb1406899e1f2402fb266e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7299, "bytes_utf8": 7299, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7299, "bytes_utf8": 7299, "lines": 231, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14520, "cached_input_tokens": 13696, "output_tokens": 271, "reasoning_output_tokens": 164}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae376205668faee4dee4a2095d4809d1dca5014c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_147b4d9685941bfe", + "api_calls": 0, + "input_tokens": 14520, + "cached_input_tokens": 13696, + "output_tokens": 271, + "total_tokens": 14791, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12979.99, + "sql_execution_elapsed_ms_total": 16.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..872220ba6c0222223edac38c9039046e29cf0c00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:23.654494+00:00", + "ended_at": "2026-05-19T15:58:26.721465+00:00", + "elapsed_ms": 3066.95, + "returncode": 1, + "prompt_metrics": { + "chars": 7299, + "bytes_utf8": 7299, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f6eb2706eb35c367866fb1508905c17b2e211c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:27.723547+00:00", + "ended_at": "2026-05-19T15:58:37.636642+00:00", + "elapsed_ms": 9913.04, + "prompt_metrics": { + "chars": 7299, + "bytes_utf8": 7299, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 724, + "bytes_utf8": 724, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14520, + "cached_input_tokens": 13696, + "output_tokens": 271, + "reasoning_output_tokens": 164 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ab2ea38e9c5dc0cce38fe1dd6cb77854a49bbc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ab2ea38e9c5dc0cce38fe1dd6cb77854a49bbc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de6ee9967bfc0798fe87d87b57f1c8400d969522 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-b0b5-73d2-9e45-d3afe4e7f669"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e02628688e55d964cf5881fe3563e8b94fe1026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-b0b5-73d2-9e45-d3afe4e7f669"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f820292f462535e60cfce2d4d1ba87058e15fce0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-c0b3-7f10-a15c-31aa8c67ecf9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applies the Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", measuring the within-group proportion of rows where \\\"g\\\" = 'h'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14520,"cached_input_tokens":13696,"output_tokens":271,"reasoning_output_tokens":164}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dff2999c6f98856575da2ea415d0db1b4f3a2bd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applies the Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", measuring the within-group proportion of rows where \"g\" = 'h'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_147b4d9685941bfe/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51b905a0e52c18bc0b363e15dd27584b4ebb915d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7624, "bytes_utf8": 7624, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 568, "bytes_utf8": 568, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 558, "reasoning_output_tokens": 399}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7711196c3b76938ce78dc1dc894888279c628561 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_162d3eb594dd5aa6", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 558, + "total_tokens": 15159, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11611.09, + "sql_execution_elapsed_ms_total": 18.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..56546548a8d830bd04f5cef0ac1f29b9cf7faed2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:38.964356+00:00", + "ended_at": "2026-05-19T15:46:50.575502+00:00", + "elapsed_ms": 11611.09, + "prompt_metrics": { + "chars": 7624, + "bytes_utf8": 7624, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 935, + "bytes_utf8": 935, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 568, + "bytes_utf8": 568, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 558, + "reasoning_output_tokens": 399 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afd11e887fc92622c0d65ae6724511040b3e5f41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7975bd2e8502d12b15884d90b767c9c15c70c81b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-f06a-7af3-8bda-bf80251c4216"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". CAST to REAL is required because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14601,"cached_input_tokens":13696,"output_tokens":558,"reasoning_output_tokens":399}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92aecba3b0f3e07a3f110f2e075f4c0a29d58863 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the provided template with group_col=\"g\" and measure_col=\"22.011\". CAST to REAL is required because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_162d3eb594dd5aa6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a66940a8a81d5aedee2c3511cb0d27e9b555f592 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:07.389176+00:00", + "ended_at": "2026-05-19T15:58:10.476185+00:00", + "elapsed_ms": 3086.96, + "returncode": 1, + "prompt_metrics": { + "chars": 7302, + "bytes_utf8": 7302, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05c09803fe3c7a51876722bac9e20e2246107acd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:11.477845+00:00", + "ended_at": "2026-05-19T15:58:14.447486+00:00", + "elapsed_ms": 2969.61, + "returncode": 1, + "prompt_metrics": { + "chars": 7302, + "bytes_utf8": 7302, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c41b8209babc171043aa724abec0083d34efcda1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c41b8209babc171043aa724abec0083d34efcda1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..61dc656fd69e07f861b51655e1170467095442e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-7136-74d3-a58a-185a6714a27b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b73b2cbab51279c520217944e3d82062252a569 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-7136-74d3-a58a-185a6714a27b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7fdb04b8dc054b6458eb57816901e8aee2c5f45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-8138-74c1-98c9-ea9d7ff03542"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..53a06cfac95c24b14f0fa852a921cd8db654efc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-8138-74c1-98c9-ea9d7ff03542"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ade3f149825dc43/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb9ee372f49d90e9287f3f0189004cebc7c54a4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7622, "bytes_utf8": 7622, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 605, "bytes_utf8": 605, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 12032, "output_tokens": 483, "reasoning_output_tokens": 316}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c6d14f13027184cdbdfda6caeb53ecc523a7ac5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1b38b2a7e0919f7e", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 12032, + "output_tokens": 483, + "total_tokens": 15084, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10774.81, + "sql_execution_elapsed_ms_total": 19.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..95a2cb73c48f417d43d1c643a07f13bcbbcf1e7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:06.113111+00:00", + "ended_at": "2026-05-19T15:48:16.887965+00:00", + "elapsed_ms": 10774.81, + "prompt_metrics": { + "chars": 7622, + "bytes_utf8": 7622, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 972, + "bytes_utf8": 972, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 605, + "bytes_utf8": 605, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14601, + "cached_input_tokens": 12032, + "output_tokens": 483, + "reasoning_output_tokens": 316 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e80341491019cbf6aea6c4932a110821da5fbcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6790bd16810959316ba3ca42129ee64f61ca4d38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-44fb-7ff1-a865-4cb02cd42583"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". CAST to REAL is used because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14601,"cached_input_tokens":12032,"output_tokens":483,"reasoning_output_tokens":316}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2a48de329cb648f17236197a6acebb15a8be4ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\"g\" and measure_col=\"28.7967\". CAST to REAL is used because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1b38b2a7e0919f7e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8aa9c18815ccb2a3fa90dc32b2ccf41eafe36992 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7472, "bytes_utf8": 7472, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 566, "bytes_utf8": 566, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14586, "cached_input_tokens": 13696, "output_tokens": 839, "reasoning_output_tokens": 660}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0629353d591b06297a7f54637f4bb181d7241177 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1d64980f0b192156", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 13696, + "output_tokens": 839, + "total_tokens": 15425, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14517.1, + "sql_execution_elapsed_ms_total": 48.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78c4f2e4384233b1b9622e83e94152ff5a2cec18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:54.543605+00:00", + "ended_at": "2026-05-19T15:37:09.060735+00:00", + "elapsed_ms": 14517.1, + "prompt_metrics": { + "chars": 7472, + "bytes_utf8": 7472, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 946, + "bytes_utf8": 946, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 566, + "bytes_utf8": 566, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14586, + "cached_input_tokens": 13696, + "output_tokens": 839, + "reasoning_output_tokens": 660 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7e303b3e13311a5fddbcfc733b28613ccba060b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "item_col": "0.3918", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..70186f4f7b1a7e3652b79d70d0c42304fe7a4231 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-0535-7751-9fdb-5af3aa9f2576"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"0.3918\\\",\\n SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"2.6449\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"2.6449\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"0.3918\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"0.3918\\\", and measure_col=\\\"2.6449\\\". Used CAST(... AS REAL) because these numeric-looking columns are stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14586,"cached_input_tokens":13696,"output_tokens":839,"reasoning_output_tokens":660}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd4a2befe1d99a7272ce18f88fda54c7cc71f3dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"0.3918\",\n SUM(CAST(\"2.6449\" AS REAL)) AS total_measure,\n SUM(CAST(\"2.6449\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"2.6449\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"0.3918\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"g\", item_col=\"0.3918\", and measure_col=\"2.6449\". Used CAST(... AS REAL) because these numeric-looking columns are stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1d64980f0b192156/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83b05279591f3477f5de81169e787da49b6e649f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7155, "bytes_utf8": 7155, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 541, "bytes_utf8": 541, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14476, "cached_input_tokens": 13696, "output_tokens": 516, "reasoning_output_tokens": 358}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b0c7b1c2e2849c612e3038ef75c6aaaa3d5e1864 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1f0369221419fdad", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 13696, + "output_tokens": 516, + "total_tokens": 14992, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11548.04, + "sql_execution_elapsed_ms_total": 38.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b5f4922296e5d4e9c431b9d21dcce94eb57a91da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:43.275251+00:00", + "ended_at": "2026-05-19T15:40:54.823331+00:00", + "elapsed_ms": 11548.04, + "prompt_metrics": { + "chars": 7155, + "bytes_utf8": 7155, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 915, + "bytes_utf8": 915, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 541, + "bytes_utf8": 541, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14476, + "cached_input_tokens": 13696, + "output_tokens": 516, + "reasoning_output_tokens": 358 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6db7f16feb1fc107d3c11dff29d5af6a7a450d68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4917e6e835699979836997a8735773a04f52257f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-829d-7230-b47c-8d45e919723c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"16.0021\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n AND TRIM(\\\"g\\\") <> ''\\n AND \\\"16.0021\\\" IS NOT NULL\\n AND TRIM(\\\"16.0021\\\") <> ''\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Cast the measure from TEXT to REAL for SQLite numeric averaging and filtered out NULL/empty values for a stable view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14476,"cached_input_tokens":13696,"output_tokens":516,"reasoning_output_tokens":358}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b31cd86bcc72dd1d701f977db0c72c9004b9f84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"16.0021\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nWHERE \"g\" IS NOT NULL\n AND TRIM(\"g\") <> ''\n AND \"16.0021\" IS NOT NULL\n AND TRIM(\"16.0021\") <> ''\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"g\" and measure_col=\"16.0021\". Cast the measure from TEXT to REAL for SQLite numeric averaging and filtered out NULL/empty values for a stable view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1f0369221419fdad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b995b3efb641bb51d32e8c7fcf49dbde1221aaba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 650, "bytes_utf8": 650, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14667, "cached_input_tokens": 12032, "output_tokens": 694, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c8d33c3ece9a8704a244489af100edf2f16f3afe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_241160ece0afb248", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 12032, + "output_tokens": 694, + "total_tokens": 15361, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15228.19, + "sql_execution_elapsed_ms_total": 14.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3d410ca39449243124de72543dc3ef4f32c2917b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:46.043285+00:00", + "ended_at": "2026-05-19T15:38:01.271508+00:00", + "elapsed_ms": 15228.19, + "prompt_metrics": { + "chars": 7861, + "bytes_utf8": 7861, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1015, + "bytes_utf8": 1015, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 650, + "bytes_utf8": 650, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14667, + "cached_input_tokens": 12032, + "output_tokens": 694, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fb7220fa4ed067723bf2dab88c8e5fb67ad3521 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b67cf3f6e557999df13ef4e28f6f9ab60741ca99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-ce3f-73a1-bbea-72f2ddbb951a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested template with both group_col and condition_col bound to \\\"g\\\". This yields a self-conditional ratio by target label, with NULL produced when a group's denominator_count is 0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14667,"cached_input_tokens":12032,"output_tokens":694,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa04690d9ecf0a268fbc3571de5e54a5681aa716 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the requested template with both group_col and condition_col bound to \"g\". This yields a self-conditional ratio by target label, with NULL produced when a group's denominator_count is 0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_241160ece0afb248/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f35ee87b34bb138edf3e18568fafdac4b7f669ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7145, "bytes_utf8": 7145, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14475, "cached_input_tokens": 12032, "output_tokens": 375, "reasoning_output_tokens": 270}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1ea43cac9682a4e384e0c6d2f03b98b6730198cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_246271ebf737a80f", + "api_calls": 0, + "input_tokens": 14475, + "cached_input_tokens": 12032, + "output_tokens": 375, + "total_tokens": 14850, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10233.14, + "sql_execution_elapsed_ms_total": 55.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1bdd7b4108e223b6f380dde83225c64421ca12e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:14.349158+00:00", + "ended_at": "2026-05-19T15:41:24.582332+00:00", + "elapsed_ms": 10233.14, + "prompt_metrics": { + "chars": 7145, + "bytes_utf8": 7145, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 748, + "bytes_utf8": 748, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 394, + "bytes_utf8": 394, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14475, + "cached_input_tokens": 12032, + "output_tokens": 375, + "reasoning_output_tokens": 270 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..779f0d12b3350c4bbf54de2acf1599114f5beaf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..821d2dd6d71410b7c1b5903a6a3fb1f7c72b9b69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-fbf6-72c3-a8e7-7136363f2051"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.3918\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". CAST to REAL ensures correct numeric averaging because the column is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14475,"cached_input_tokens":12032,"output_tokens":375,"reasoning_output_tokens":270}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8623dbe30e1fa058b41e7eadb4d55e0d6a8a803 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"0.3918\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"g\" and measure_col=\"0.3918\". CAST to REAL ensures correct numeric averaging because the column is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_246271ebf737a80f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f9046631631f55405697f01460ed03dc2571df8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2715e6b1b54b42ef", + "api_calls": 0, + "input_tokens": 14520, + "cached_input_tokens": 12032, + "output_tokens": 388, + "total_tokens": 14908, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13356.85, + "sql_execution_elapsed_ms_total": 7.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18c48ef4ddbad589c6b6df6b0bd77514275bce57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..18c48ef4ddbad589c6b6df6b0bd77514275bce57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa73fabaaa37dc9ec29fc34560b500fa317f5c7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-38f2-7de2-9259-3f26764869ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..61b860572d4d8241808a1ba23b20b5d1c9a48e74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-499b-7763-a275-46c4ba6ba72c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with both group_col and condition_col bound to \\\"g\\\", using 'g' as the condition value to measure the within-group proportion of rows labeled 'g'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14520,"cached_input_tokens":12032,"output_tokens":388,"reasoning_output_tokens":276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2715e6b1b54b42ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..058a492f5f8cc5e99e4237c9527328a4f268f46b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7618, "bytes_utf8": 7618, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 590, "bytes_utf8": 590, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 552, "reasoning_output_tokens": 382}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..08578a49e4e67ed7b6b1469e124298c3f3b54f06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_28905a94df1288a3", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 552, + "total_tokens": 15153, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18714.7, + "sql_execution_elapsed_ms_total": 10.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..100c6129f66b6079c197e75d626659d5d0dfd22f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:33.288601+00:00", + "ended_at": "2026-05-19T15:44:52.003331+00:00", + "elapsed_ms": 18714.7, + "prompt_metrics": { + "chars": 7618, + "bytes_utf8": 7618, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1627, + "bytes_utf8": 1627, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 590, + "bytes_utf8": 590, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 552, + "reasoning_output_tokens": 382 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cf62b91d43c85321601a44f56142da677085b59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..340ae4b5ed17d330d2095d27e62184a182194da0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e9-04f7-7ad2-be74-11af2ca5808a"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15236. Please try again in 457ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1991008, Requested 15236. Please try again in 187ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided Relative-to-Total Extreme Threshold template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". Cast \\\"2.6449\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14601,"cached_input_tokens":13696,"output_tokens":552,"reasoning_output_tokens":382}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90ffb36ec2f988b718f418ead4f647b3d2b29bed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Used the provided Relative-to-Total Extreme Threshold template with group_col=\"g\" and measure_col=\"2.6449\". Cast \"2.6449\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_28905a94df1288a3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c70c326a17f9f5ef86da259229f8a06f112a896 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7292, "bytes_utf8": 7292, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14519, "cached_input_tokens": 13696, "output_tokens": 358, "reasoning_output_tokens": 261}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..18f21daaea289d2b66f895d27c1b982bf31a8461 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2927747a67a6bf9a", + "api_calls": 0, + "input_tokens": 14519, + "cached_input_tokens": 13696, + "output_tokens": 358, + "total_tokens": 14877, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9194.44, + "sql_execution_elapsed_ms_total": 5.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..576dc461b93fcb700f0e42ba4595f556c337b81a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:14.450568+00:00", + "ended_at": "2026-05-19T15:58:23.645034+00:00", + "elapsed_ms": 9194.44, + "prompt_metrics": { + "chars": 7292, + "bytes_utf8": 7292, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 690, + "bytes_utf8": 690, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 339, + "bytes_utf8": 339, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14519, + "cached_input_tokens": 13696, + "output_tokens": 358, + "reasoning_output_tokens": 261 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..788b329bff3a5fc25c67b51808e9ea79e51c4d5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f48a1aa05086d9acaefb965418e944121b86288 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-8cc2-7042-8d6c-f3152f37dc25"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the grouped condition rate template with both group_col and condition_col bound to \\\"g\\\", using the condition value 'g'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14519,"cached_input_tokens":13696,"output_tokens":358,"reasoning_output_tokens":261}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9da5774830ad483fd9f329373148795b78c22d4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the grouped condition rate template with both group_col and condition_col bound to \"g\", using the condition value 'g'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2927747a67a6bf9a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4571c1ff4044392751dd07c38cad8f4f58d3325c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7150, "bytes_utf8": 7150, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14476, "cached_input_tokens": 13696, "output_tokens": 544, "reasoning_output_tokens": 420}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4d2fb4c0b489c9d7d55bbc90f6891f89bc5cfe18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2cfd902c252bbcdc", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 13696, + "output_tokens": 544, + "total_tokens": 15020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14358.19, + "sql_execution_elapsed_ms_total": 34.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f798d86e9c49797fcb26f54c67575af6331f981a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:24.642508+00:00", + "ended_at": "2026-05-19T15:41:39.000724+00:00", + "elapsed_ms": 14358.19, + "prompt_metrics": { + "chars": 7150, + "bytes_utf8": 7150, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 799, + "bytes_utf8": 799, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 435, + "bytes_utf8": 435, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14476, + "cached_input_tokens": 13696, + "output_tokens": 544, + "reasoning_output_tokens": 420 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb06b2377afdc2910a2837262bc42883705beb61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1ea06f590e8a561c0e6f5f0820c7921dd7c24a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-2456-7861-b407-ab0273ee6787"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.3918\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n AND \\\"0.3918\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". CAST to REAL is applied because the schema stores the measure as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14476,"cached_input_tokens":13696,"output_tokens":544,"reasoning_output_tokens":420}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58d335929d48728033914131f5939b07255021d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"0.3918\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nWHERE \"g\" IS NOT NULL\n AND \"0.3918\" IS NOT NULL\nORDER BY avg_measure DESC;","notes":"Uses the required Window Partition Average template with group_col=\"g\" and measure_col=\"0.3918\". CAST to REAL is applied because the schema stores the measure as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2cfd902c252bbcdc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4c507cf604d142da58adc9023afbe811e1b2ff6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7070, "bytes_utf8": 7070, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 315, "bytes_utf8": 315, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 267, "reasoning_output_tokens": 170}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3ff11d0a0aa4b4be1079aec4df0e5f8d9fe21c3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2f585d5bd0c173e2", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 267, + "total_tokens": 14732, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10582.77, + "sql_execution_elapsed_ms_total": 20.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ee1bb990912b229a6773251fa4c1f4062b877eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:45.852145+00:00", + "ended_at": "2026-05-19T15:30:56.434951+00:00", + "elapsed_ms": 10582.77, + "prompt_metrics": { + "chars": 7070, + "bytes_utf8": 7070, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 669, + "bytes_utf8": 669, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 315, + "bytes_utf8": 315, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 267, + "reasoning_output_tokens": 170 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00a8f4027d07fd632a05cf82dd4cde6eb26aa791 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0745476b29177eeb20624417bc1dc57e21019be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-64fe-77e2-a2f0-7ac903a90791"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the bound template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". CAST to REAL is added because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14465,"cached_input_tokens":12032,"output_tokens":267,"reasoning_output_tokens":170}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f255e458c96a72dd68f53cf38112292790d28d46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;","notes":"Used the bound template with group_col=\"g\" and measure_col=\"-8.2027\". CAST to REAL is added because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_2f585d5bd0c173e2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7dd8cebcefc12f504cae7167d904894e394af651 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7156, "bytes_utf8": 7156, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14476, "cached_input_tokens": 13696, "output_tokens": 225, "reasoning_output_tokens": 123}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f49958b2bd77fab922476ced52aa3aae4069babb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_30332e24868db890", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 13696, + "output_tokens": 225, + "total_tokens": 14701, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7397.9, + "sql_execution_elapsed_ms_total": 32.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ab198ea60d27e0738b23c451b1db907b1b852b33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:58.385631+00:00", + "ended_at": "2026-05-19T15:40:05.783554+00:00", + "elapsed_ms": 7397.9, + "prompt_metrics": { + "chars": 7156, + "bytes_utf8": 7156, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 732, + "bytes_utf8": 732, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 378, + "bytes_utf8": 378, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14476, + "cached_input_tokens": 13696, + "output_tokens": 225, + "reasoning_output_tokens": 123 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdc217c91aae9fe5194ffde595d4f56fcb694298 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42418dc291198032d1500cb6cf0b763471650438 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-d338-7072-90e1-1443573b8935"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". Cast the TEXT measure column to REAL for SQLite numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14476,"cached_input_tokens":13696,"output_tokens":225,"reasoning_output_tokens":123}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f0a2aac5a0d59378e63da913d77a05d536c7b82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"81.8828\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"g\" and measure_col=\"81.8828\". Cast the TEXT measure column to REAL for SQLite numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce9337fb3f9be1e2b07aa1c65a50482f2a39c73a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7071, "bytes_utf8": 7071, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 338, "reasoning_output_tokens": 234}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..719b9472e9e43d351939110ddc36b2ae14f2df1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_329b2e196ce01373", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 338, + "total_tokens": 14803, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8408.72, + "sql_execution_elapsed_ms_total": 15.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea2743de2484d728c6d56e56152871f741b101b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:43.071750+00:00", + "ended_at": "2026-05-19T15:28:51.480514+00:00", + "elapsed_ms": 8408.72, + "prompt_metrics": { + "chars": 7071, + "bytes_utf8": 7071, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 722, + "bytes_utf8": 722, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 360, + "bytes_utf8": 360, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 338, + "reasoning_output_tokens": 234 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c3261aa8189c1e6868cc13cfa57e7c03cc96cec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0543c1a30a967f35f37d9a001c5547dc02f7d9a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-853a-7640-8c28-e0da15e03988"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the provided grouped numeric sum template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". CAST to REAL is included because the schema stores the measure column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14465,"cached_input_tokens":12032,"output_tokens":338,"reasoning_output_tokens":234}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a14190af6d2ed0095f883e2391ab2b027eafcf94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS \"total_measure\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"total_measure\" DESC;","notes":"Uses the provided grouped numeric sum template with group_col=\"g\" and measure_col=\"16.0021\". CAST to REAL is included because the schema stores the measure column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_329b2e196ce01373/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57e03baa6d0670c6019a6a0d95c2be0a12da2090 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7623, "bytes_utf8": 7623, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 643, "bytes_utf8": 643, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14603, "cached_input_tokens": 12032, "output_tokens": 798, "reasoning_output_tokens": 599}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a338f3b4ec402e352fb6b913cb359e400520ce5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3365f3510360d27b", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 12032, + "output_tokens": 798, + "total_tokens": 15401, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16162.67, + "sql_execution_elapsed_ms_total": 15.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a27b07a9579354a2c10421f18b6dee22b713256f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:03.325951+00:00", + "ended_at": "2026-05-19T15:46:19.488662+00:00", + "elapsed_ms": 16162.67, + "prompt_metrics": { + "chars": 7623, + "bytes_utf8": 7623, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1086, + "bytes_utf8": 1086, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 643, + "bytes_utf8": 643, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14603, + "cached_input_tokens": 12032, + "output_tokens": 798, + "reasoning_output_tokens": 599 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2737f89600a5f9e8e8795a08221ac74ccdef288 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..966d3db1a1920d5f30bcfb666388d19a7efce9e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-64e1-7d03-b6ed-f1743c178bd4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT \\\"g\\\".\\\"g\\\", \\\"g\\\".\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS \\\"g\\\"\\nCROSS JOIN \\\"total\\\" AS \\\"t\\\"\\nWHERE \\\"g\\\".\\\"group_value\\\" > \\\"t\\\".\\\"total_value\\\" * 0.1\\nORDER BY \\\"g\\\".\\\"group_value\\\" DESC;\",\"notes\":\"Applied the requested template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\"; cast the TEXT measure column to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14603,"cached_input_tokens":12032,"output_tokens":798,"reasoning_output_tokens":599}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e6908629a6805894c04d3b5e52d524357249a0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS \"group_value\"\n FROM \"n11\"\n GROUP BY \"g\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT \"g\".\"g\", \"g\".\"group_value\"\nFROM \"grouped\" AS \"g\"\nCROSS JOIN \"total\" AS \"t\"\nWHERE \"g\".\"group_value\" > \"t\".\"total_value\" * 0.1\nORDER BY \"g\".\"group_value\" DESC;","notes":"Applied the requested template with group_col=\"g\" and measure_col=\"27.7004\"; cast the TEXT measure column to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3365f3510360d27b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..011484393614ee587eaec883784f4ee2320269ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:21.208722+00:00", + "ended_at": "2026-05-19T16:00:24.616735+00:00", + "elapsed_ms": 3407.98, + "returncode": 1, + "prompt_metrics": { + "chars": 7301, + "bytes_utf8": 7301, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..67ad0b7271a6851163ca906b05e1a4e58032184e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:25.618750+00:00", + "ended_at": "2026-05-19T16:00:28.979731+00:00", + "elapsed_ms": 3360.94, + "returncode": 1, + "prompt_metrics": { + "chars": 7301, + "bytes_utf8": 7301, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6add495cc78d624b5ea3cacab62f39c773406e4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6add495cc78d624b5ea3cacab62f39c773406e4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..630d919c2c7dbd272cc57921d63c3aa2ad464720 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-7bd3-7513-be75-2a0b757f1189"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57cb656637f11345946d5cdbe0058ab4472d5519 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-7bd3-7513-be75-2a0b757f1189"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8893b51ea64a93c1fa2901f3b9b7458020048a16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-8d29-7830-ba07-0f279fccec54"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1029f806c7986c21c1cca8cddf426e874d6d1644 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-8d29-7830-ba07-0f279fccec54"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_398a05afe90208d2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3a7757c6919bb9a5b28e039e801bf6cadbc39e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7238, "bytes_utf8": 7238, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14508, "cached_input_tokens": 12032, "output_tokens": 496, "reasoning_output_tokens": 354}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b52560695323c93a066b995aa6b0408ade1cf72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3abc9fb00b4dc2de", + "api_calls": 0, + "input_tokens": 14508, + "cached_input_tokens": 12032, + "output_tokens": 496, + "total_tokens": 15004, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10843.83, + "sql_execution_elapsed_ms_total": 10.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..58f8766970a2d9d1fb50a3da429bbed44833c8aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:33.664343+00:00", + "ended_at": "2026-05-19T16:05:44.508210+00:00", + "elapsed_ms": 10843.83, + "prompt_metrics": { + "chars": 7238, + "bytes_utf8": 7238, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 855, + "bytes_utf8": 855, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 486, + "bytes_utf8": 486, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14508, + "cached_input_tokens": 12032, + "output_tokens": 496, + "reasoning_output_tokens": 354 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33daf8d929bdbe744b5989991d67d187ef0661b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f72d5bed5d1166892b84324854908c60a9d0df15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-406a-7f42-946b-b0b0965e733d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL AND \\\"22.011\\\" IS NOT NULL\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"22.011\\\" AS REAL)) > 24.862676\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14508,"cached_input_tokens":12032,"output_tokens":496,"reasoning_output_tokens":354}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bb470d43a6f3e63a3508b70effa0716780ca1f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE \"g\" IS NOT NULL AND \"22.011\" IS NOT NULL\nGROUP BY \"g\"\nHAVING SUM(CAST(\"22.011\" AS REAL)) > 24.862676\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the planned Thresholded Group Ranking template with group_col=\"g\" and measure_col=\"22.011\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3abc9fb00b4dc2de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c598763d5c6c2d2b04b5df9af28d5b535920f6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7058, "bytes_utf8": 7058, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7058, "bytes_utf8": 7058, "lines": 226, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 290, "bytes_utf8": 290, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14472, "cached_input_tokens": 12032, "output_tokens": 238, "reasoning_output_tokens": 149}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1b7203a2c8939f26d69fd253b0874e22dac70ac2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3bb31921e17c2931", + "api_calls": 0, + "input_tokens": 14472, + "cached_input_tokens": 12032, + "output_tokens": 238, + "total_tokens": 14710, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12367.64, + "sql_execution_elapsed_ms_total": 4.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..615094ffaed24c27f72a041c7e1e4940f7b05edb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:46.180915+00:00", + "ended_at": "2026-05-19T16:03:49.525915+00:00", + "elapsed_ms": 3344.97, + "returncode": 1, + "prompt_metrics": { + "chars": 7058, + "bytes_utf8": 7058, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb4bfd405df170d135d86ed1644e83a9dcb334de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:50.528030+00:00", + "ended_at": "2026-05-19T16:03:59.550746+00:00", + "elapsed_ms": 9022.67, + "prompt_metrics": { + "chars": 7058, + "bytes_utf8": 7058, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 643, + "bytes_utf8": 643, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 290, + "bytes_utf8": 290, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14472, + "cached_input_tokens": 12032, + "output_tokens": 238, + "reasoning_output_tokens": 149 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78b89ba1d11484517856ad8a0f21424c5433099d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..78b89ba1d11484517856ad8a0f21424c5433099d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..15363906f5b34a4c247745d491b4862031fdb592 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-9cb3-7472-871b-838822748d16"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eed1cc2e765172839310fef77b84075288266573 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-9cb3-7472-871b-838822748d16"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d2ad0bc3df1a3e8917dd5e40c3edeb0500b7845 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-ad7e-7150-a2f0-bf5226fd36c2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 11;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"g\\\" and top_k set to 11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14472,"cached_input_tokens":12032,"output_tokens":238,"reasoning_output_tokens":149}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bc5a0b624232406202d02f8f962ea1e0aed47d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"g\",\n COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 11;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"g\" and top_k set to 11."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3bb31921e17c2931/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..754b8d6425bc0073e7f7bdeed5d3e2f23b4b5ff8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7472, "bytes_utf8": 7472, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 632, "bytes_utf8": 632, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14583, "cached_input_tokens": 12032, "output_tokens": 713, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06c8d48b183d093ad011872de4f129cf779b96a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3e373d4305aa806c", + "api_calls": 0, + "input_tokens": 14583, + "cached_input_tokens": 12032, + "output_tokens": 713, + "total_tokens": 15296, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14337.13, + "sql_execution_elapsed_ms_total": 61.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38541cc17e23acb7eb43f25fd8f83e79ebd1d42b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:14.722206+00:00", + "ended_at": "2026-05-19T15:35:29.059360+00:00", + "elapsed_ms": 14337.13, + "prompt_metrics": { + "chars": 7472, + "bytes_utf8": 7472, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1020, + "bytes_utf8": 1020, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 632, + "bytes_utf8": 632, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14583, + "cached_input_tokens": 12032, + "output_tokens": 713, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08e86de783c4c75f77d3be3d21dbfdb3d5ad79e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "item_col": "81.8828", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84b13046ba8c293e3564e4afc65a901562be62bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-7f38-7561-b5d8-91c3d709e944"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n t.\\\"g\\\",\\n t.\\\"81.8828\\\",\\n t.total_measure,\\n t.total_measure * 100.0 / SUM(t.total_measure) OVER (PARTITION BY t.\\\"g\\\") AS share_within_group\\nFROM (\\n SELECT\\n \\\"g\\\",\\n \\\"81.8828\\\",\\n SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\", \\\"81.8828\\\"\\n) AS t\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"81.8828\\\", and measure_col=\\\"40.092\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14583,"cached_input_tokens":12032,"output_tokens":713,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db075a8abde31b6b95cdc571582e6daeb5edf985 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share.\nSELECT\n t.\"g\",\n t.\"81.8828\",\n t.total_measure,\n t.total_measure * 100.0 / SUM(t.total_measure) OVER (PARTITION BY t.\"g\") AS share_within_group\nFROM (\n SELECT\n \"g\",\n \"81.8828\",\n SUM(CAST(\"40.092\" AS REAL)) AS total_measure\n FROM \"n11\"\n GROUP BY \"g\", \"81.8828\"\n) AS t\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"g\", item_col=\"81.8828\", and measure_col=\"40.092\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3e373d4305aa806c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b40b10837df60b19bb95762fdf8e3882dc34cf4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7071, "bytes_utf8": 7071, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 343, "bytes_utf8": 343, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 13696, "output_tokens": 301, "reasoning_output_tokens": 198}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..45de0c2f87990ace17ef110d44f80b8a3597c834 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3f1a8cf6bd1d1203", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 13696, + "output_tokens": 301, + "total_tokens": 14766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10751.33, + "sql_execution_elapsed_ms_total": 12.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b05a5e84eb11dd85e52962c9b9c7e148411af8ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:00.560753+00:00", + "ended_at": "2026-05-19T15:30:11.312109+00:00", + "elapsed_ms": 10751.33, + "prompt_metrics": { + "chars": 7071, + "bytes_utf8": 7071, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 705, + "bytes_utf8": 705, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 343, + "bytes_utf8": 343, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14465, + "cached_input_tokens": 13696, + "output_tokens": 301, + "reasoning_output_tokens": 198 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab7dbbc1fb510429105440847fe304730c2631d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..110e84ad98a7f7eb975d390555419b5cb8053202 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-b3e6-77f2-b13f-eabbb8774ce2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the provided grouped-sum template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14465,"cached_input_tokens":13696,"output_tokens":301,"reasoning_output_tokens":198}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fc5e43fc8a29fbff8f0212206e44bd404cdbd50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS \"total_measure\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"total_measure\" DESC;","notes":"Used the provided grouped-sum template with group_col=\"g\" and measure_col=\"27.7004\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3f1a8cf6bd1d1203/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6ee4aa0db53f60df41fb6c1e18aab4b04c21a3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7248, "bytes_utf8": 7248, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14521, "cached_input_tokens": 12032, "output_tokens": 1189, "reasoning_output_tokens": 1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d751851f5ce0631765c7a2178b6e3df06c14c573 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3fa11a9cdaf5cdf9", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 12032, + "output_tokens": 1189, + "total_tokens": 15710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36786.73, + "sql_execution_elapsed_ms_total": 39.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af059c1eb2badcc14decd3f841e2a07a1ccdecf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:59.317881+00:00", + "ended_at": "2026-05-19T15:43:36.104643+00:00", + "elapsed_ms": 36786.73, + "prompt_metrics": { + "chars": 7248, + "bytes_utf8": 7248, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2205, + "bytes_utf8": 2205, + "lines": 8, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 507, + "bytes_utf8": 507, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14521, + "cached_input_tokens": 12032, + "output_tokens": 1189, + "reasoning_output_tokens": 1034 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3896a1460742e0239f96d8bf9a7a3665632654d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "0.3918", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab7fbecec1f4ea53870497046d67c0642b2b9a2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40e7-9600-7881-b4ff-ce53f718956b"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1988945, Requested 15156. Please try again in 123ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15156. Please try again in 454ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15156. Please try again in 454ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15156. Please try again in 454ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n CAST(\\\"0.3918\\\" AS REAL) AS \\\"0.3918\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"0.3918\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"0.3918\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"0.3918\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"0.3918\\\" and num_tiles=10. The column is cast to REAL because the schema stores numeric feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14521,"cached_input_tokens":12032,"output_tokens":1189,"reasoning_output_tokens":1034}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89cce62543db37e9697eff9aeff7f25a3121495b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n CAST(\"0.3918\" AS REAL) AS \"0.3918\",\n NTILE(10) OVER (ORDER BY CAST(\"0.3918\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"0.3918\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"0.3918\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"0.3918\" and num_tiles=10. The column is cast to REAL because the schema stores numeric feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fa11a9cdaf5cdf9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d24d05cbc9d4a64e480a03d4ace0d729cbad1478 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7623, "bytes_utf8": 7623, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 571, "bytes_utf8": 571, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 507, "reasoning_output_tokens": 345}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c014a598b0520a284ad745974ff36e6c1ce9a14c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_41f2a6276ab10253", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 507, + "total_tokens": 15108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11188.51, + "sql_execution_elapsed_ms_total": 20.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..694817d10f6e70cd4df7ee16a51852e08590ae2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:26.124287+00:00", + "ended_at": "2026-05-19T15:47:37.312846+00:00", + "elapsed_ms": 11188.51, + "prompt_metrics": { + "chars": 7623, + "bytes_utf8": 7623, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 938, + "bytes_utf8": 938, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 571, + "bytes_utf8": 571, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 507, + "reasoning_output_tokens": 345 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39a0ec2647964d1ae07def3725e31e11f9a9fc23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca7ab5d22a0e3fe7a5c8e2bff094c613af24a351 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-a8a1-7cb2-8b7b-86eba30a2181"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". The measure column is cast from TEXT to REAL so SQLite can aggregate it numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14601,"cached_input_tokens":13696,"output_tokens":507,"reasoning_output_tokens":345}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..329483fe0e93b28e2ffb5a984e7054216f6660b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"40.092\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the provided template with group_col=\"g\" and measure_col=\"40.092\". The measure column is cast from TEXT to REAL so SQLite can aggregate it numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_41f2a6276ab10253/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9db890b9809d569ac6198fcd9d8470431455b0a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:57.044608+00:00", + "ended_at": "2026-05-19T16:02:00.197419+00:00", + "elapsed_ms": 3152.78, + "returncode": 1, + "prompt_metrics": { + "chars": 7059, + "bytes_utf8": 7059, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f14f5c8e510b4925df212bf12bdc99a857cf479b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:01.199485+00:00", + "ended_at": "2026-05-19T16:02:04.396371+00:00", + "elapsed_ms": 3196.84, + "returncode": 1, + "prompt_metrics": { + "chars": 7059, + "bytes_utf8": 7059, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0361e06ca028284e5269d77ddb264e677248abeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0361e06ca028284e5269d77ddb264e677248abeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e3d9e5b09580a6e47c85348f110b6e746ce66e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-f244-7093-aad7-ace2f2dd1969"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1145c64d7b7eece7366e14cf8c5e6e38ec800ead --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-f244-7093-aad7-ace2f2dd1969"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a295c69dfd7d55f4a883f388ca2bc46204b75b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-0275-74f2-8fce-502fe3b1d6a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5da6b695f7186178f7c0ad49d81b641a85a32d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-0275-74f2-8fce-502fe3b1d6a8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4212ff21bb1f7c9c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cc3708d6c9f509b0064eca521fe18fc744a27b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7473, "bytes_utf8": 7473, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14583, "cached_input_tokens": 13696, "output_tokens": 527, "reasoning_output_tokens": 357}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba132c732c604df284293dcecef147b57715b7dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_42e5fd0ab1e1a16f", + "api_calls": 0, + "input_tokens": 14583, + "cached_input_tokens": 13696, + "output_tokens": 527, + "total_tokens": 15110, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14167.89, + "sql_execution_elapsed_ms_total": 69.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca562ca05fd0df524ac1e3a5f5652f38a8db14b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:17.483743+00:00", + "ended_at": "2026-05-19T15:34:31.651672+00:00", + "elapsed_ms": 14167.89, + "prompt_metrics": { + "chars": 7473, + "bytes_utf8": 7473, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 906, + "bytes_utf8": 906, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 522, + "bytes_utf8": 522, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14583, + "cached_input_tokens": 13696, + "output_tokens": 527, + "reasoning_output_tokens": 357 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b2fb1a290867d8dc312380cfd69f722ffd6a4c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "item_col": "-8.2027", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd9a551b92edb7068c3f54a5d694ec291866cde7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-9f91-7562-85e5-a6013e8cd98e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"-8.2027\\\",\\n SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"22.011\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"22.011\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"-8.2027\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided template with group_col=\\\"g\\\", item_col=\\\"-8.2027\\\", and measure_col=\\\"22.011\\\". Cast \\\"22.011\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14583,"cached_input_tokens":13696,"output_tokens":527,"reasoning_output_tokens":357}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0f0db2985efa354427c842a63610c9441d7f675 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"-8.2027\",\n SUM(CAST(\"22.011\" AS REAL)) AS total_measure,\n SUM(CAST(\"22.011\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"22.011\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"-8.2027\"\nORDER BY share_within_group DESC;","notes":"Used the provided template with group_col=\"g\", item_col=\"-8.2027\", and measure_col=\"22.011\". Cast \"22.011\" from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e5fd0ab1e1a16f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e57a03e5cda3b7f4569b88f8379f1ea24a8af589 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7243, "bytes_utf8": 7243, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1819, "bytes_utf8": 1819, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 2201, "reasoning_output_tokens": 1545}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8460b8d64cf7d859abdb03250f4529c71cd0db9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_42e7c8649081f92c", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2201, + "total_tokens": 16704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33878.59, + "sql_execution_elapsed_ms_total": 92.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b1fca836a2b93f68db406f988eaa2511bccf45a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:51.997732+00:00", + "ended_at": "2026-05-19T15:49:25.876349+00:00", + "elapsed_ms": 33878.59, + "prompt_metrics": { + "chars": 7243, + "bytes_utf8": 7243, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2523, + "bytes_utf8": 2523, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1819, + "bytes_utf8": 1819, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2201, + "reasoning_output_tokens": 1545 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..745bf65a16b2afee281a9a4d868eba278ce03316 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72b13560e865a7ba8cf6a4ff0313ef94a6fe37a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-f7b5-7180-ba04-551471315cd4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(NULLIF(\\\"0.1982\\\", '') AS REAL) AS \\\"measure\\\"\\n FROM \\\"n11\\\"\\n WHERE NULLIF(\\\"0.1982\\\", '') IS NOT NULL\\n),\\n\\\"stats\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"n\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n (1.0 + 0.9 * (\\\"n\\\" - 1)) AS \\\"pos\\\",\\n CAST(1.0 + 0.9 * (\\\"n\\\" - 1) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(1.0 + 0.9 * (\\\"n\\\" - 1) AS INTEGER) +\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"n\\\" - 1)) > CAST(1.0 + 0.9 * (\\\"n\\\" - 1) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"stats\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"group_col\\\" AS \\\"g\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lower_rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN \\\"s\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"s\\\".\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"s\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"s\\\".\\\"measure\\\" END) +\\n (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lower_rn\\\") * (\\n MAX(CASE WHEN \\\"s\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"s\\\".\\\"measure\\\" END) -\\n MAX(CASE WHEN \\\"s\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"s\\\".\\\"measure\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\" AS \\\"p\\\"\\nJOIN \\\"stats\\\" AS \\\"s\\\"\\n ON \\\"s\\\".\\\"group_col\\\" = \\\"p\\\".\\\"group_col\\\"\\nGROUP BY\\n \\\"p\\\".\\\"group_col\\\",\\n \\\"p\\\".\\\"pos\\\",\\n \\\"p\\\".\\\"lower_rn\\\",\\n \\\"p\\\".\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible replacement for PERCENTILE_CONT(0.9): computes the interpolated 90th percentile of numeric values from \\\"0.1982\\\" (stored as TEXT, cast to REAL) within each \\\"g\\\" group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14503,"cached_input_tokens":13696,"output_tokens":2201,"reasoning_output_tokens":1545}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1410b597d02070eec3d2c4523e062f8357de461a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(NULLIF(\"0.1982\", '') AS REAL) AS \"measure\"\n FROM \"n11\"\n WHERE NULLIF(\"0.1982\", '') IS NOT NULL\n),\n\"stats\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"n\"\n FROM \"base\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"group_col\",\n (1.0 + 0.9 * (\"n\" - 1)) AS \"pos\",\n CAST(1.0 + 0.9 * (\"n\" - 1) AS INTEGER) AS \"lower_rn\",\n CAST(1.0 + 0.9 * (\"n\" - 1) AS INTEGER) +\n CASE\n WHEN (1.0 + 0.9 * (\"n\" - 1)) > CAST(1.0 + 0.9 * (\"n\" - 1) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"stats\"\n)\nSELECT\n \"p\".\"group_col\" AS \"g\",\n CASE\n WHEN \"p\".\"lower_rn\" = \"p\".\"upper_rn\" THEN\n MAX(CASE WHEN \"s\".\"rn\" = \"p\".\"lower_rn\" THEN \"s\".\"measure\" END)\n ELSE\n MAX(CASE WHEN \"s\".\"rn\" = \"p\".\"lower_rn\" THEN \"s\".\"measure\" END) +\n (\"p\".\"pos\" - \"p\".\"lower_rn\") * (\n MAX(CASE WHEN \"s\".\"rn\" = \"p\".\"upper_rn\" THEN \"s\".\"measure\" END) -\n MAX(CASE WHEN \"s\".\"rn\" = \"p\".\"lower_rn\" THEN \"s\".\"measure\" END)\n )\n END AS \"percentile_measure\"\nFROM \"positions\" AS \"p\"\nJOIN \"stats\" AS \"s\"\n ON \"s\".\"group_col\" = \"p\".\"group_col\"\nGROUP BY\n \"p\".\"group_col\",\n \"p\".\"pos\",\n \"p\".\"lower_rn\",\n \"p\".\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible replacement for PERCENTILE_CONT(0.9): computes the interpolated 90th percentile of numeric values from \"0.1982\" (stored as TEXT, cast to REAL) within each \"g\" group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6cc17f8ffb9813f02891807db1346d00c5a8ecdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1546, "bytes_utf8": 1546, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 1031, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cccc47d76a3925ba663e1af17f7bae5f8b16a3a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_437b432423538790", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 1031, + "total_tokens": 15534, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20138.34, + "sql_execution_elapsed_ms_total": 87.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f963a67952803319497462eb8645e23e231d7cea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:50:08.832547+00:00", + "ended_at": "2026-05-19T15:50:28.970925+00:00", + "elapsed_ms": 20138.34, + "prompt_metrics": { + "chars": 7250, + "bytes_utf8": 7250, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2185, + "bytes_utf8": 2185, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1546, + "bytes_utf8": 1546, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 1031, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f05bd0c6a953ace0e51071ce00e958f3e5944f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f4b6d0dc566753e685e48f95b856f35669dc060 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-23f1-7963-bfe9-31f568632214"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"27.7004\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"27.7004\\\" AS REAL)\\n ) AS \\\"seq\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"27.7004\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"target_rank\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"g\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"r\\\".\\\"g\\\",\\n CASE\\n WHEN \\\"t\\\".\\\"target_rank\\\" = CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER) THEN\\n MAX(CASE WHEN \\\"r\\\".\\\"seq\\\" = CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER) THEN \\\"r\\\".\\\"measure_value\\\" END)\\n ELSE\\n (\\n MAX(CASE WHEN \\\"r\\\".\\\"seq\\\" = CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER) THEN \\\"r\\\".\\\"measure_value\\\" END) *\\n ((CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER) + 1) - \\\"t\\\".\\\"target_rank\\\")\\n ) + (\\n MAX(CASE WHEN \\\"r\\\".\\\"seq\\\" = CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER) + 1 THEN \\\"r\\\".\\\"measure_value\\\" END) *\\n (\\\"t\\\".\\\"target_rank\\\" - CAST(\\\"t\\\".\\\"target_rank\\\" AS INTEGER))\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS \\\"r\\\"\\nJOIN \\\"targets\\\" AS \\\"t\\\"\\n ON \\\"r\\\".\\\"g\\\" = \\\"t\\\".\\\"g\\\"\\nGROUP BY \\\"r\\\".\\\"g\\\", \\\"t\\\".\\\"target_rank\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible replacement for PERCENTILE_CONT(0.95) using linear interpolation within each \\\"g\\\" group on CAST(\\\"27.7004\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14503,"cached_input_tokens":13696,"output_tokens":1031,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efa1a8324d856b879ac3316d2b0f8be288fa1d50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"27.7004\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"27.7004\" AS REAL)\n ) AS \"seq\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"27.7004\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT\n \"g\",\n \"cnt\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"target_rank\"\n FROM \"ranked\"\n GROUP BY \"g\", \"cnt\"\n)\nSELECT\n \"r\".\"g\",\n CASE\n WHEN \"t\".\"target_rank\" = CAST(\"t\".\"target_rank\" AS INTEGER) THEN\n MAX(CASE WHEN \"r\".\"seq\" = CAST(\"t\".\"target_rank\" AS INTEGER) THEN \"r\".\"measure_value\" END)\n ELSE\n (\n MAX(CASE WHEN \"r\".\"seq\" = CAST(\"t\".\"target_rank\" AS INTEGER) THEN \"r\".\"measure_value\" END) *\n ((CAST(\"t\".\"target_rank\" AS INTEGER) + 1) - \"t\".\"target_rank\")\n ) + (\n MAX(CASE WHEN \"r\".\"seq\" = CAST(\"t\".\"target_rank\" AS INTEGER) + 1 THEN \"r\".\"measure_value\" END) *\n (\"t\".\"target_rank\" - CAST(\"t\".\"target_rank\" AS INTEGER))\n )\n END AS \"percentile_measure\"\nFROM \"ranked\" AS \"r\"\nJOIN \"targets\" AS \"t\"\n ON \"r\".\"g\" = \"t\".\"g\"\nGROUP BY \"r\".\"g\", \"t\".\"target_rank\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible replacement for PERCENTILE_CONT(0.95) using linear interpolation within each \"g\" group on CAST(\"27.7004\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_437b432423538790/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ef9df6807f51e9dbda30a01442ddef594783f7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7252, "bytes_utf8": 7252, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 536, "bytes_utf8": 536, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14521, "cached_input_tokens": 13696, "output_tokens": 495, "reasoning_output_tokens": 331}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e509954d2ba3cefced94d232e5fa046031eef3b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_44fe509a581eaefe", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 495, + "total_tokens": 15016, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14854.54, + "sql_execution_elapsed_ms_total": 64.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1bca975267c9dc440f4ab3f064f515b6c981aed7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:49.415163+00:00", + "ended_at": "2026-05-19T15:44:04.269738+00:00", + "elapsed_ms": 14854.54, + "prompt_metrics": { + "chars": 7252, + "bytes_utf8": 7252, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 904, + "bytes_utf8": 904, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 536, + "bytes_utf8": 536, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 495, + "reasoning_output_tokens": 331 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aca8dc10a75645185a0dff01385f3dbd12be268c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d00cd8079c848b8e4ebe71fe8996476bf71230f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-59ab-76d3-8a02-3566093e2773"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"27.7004\\\" AS REAL) AS \\\"27.7004\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"27.7004\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n WHERE \\\"27.7004\\\" IS NOT NULL\\n)\\nSELECT \\\"27.7004\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"27.7004\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"27.7004\\\" and num_tiles=10. Cast to REAL because the schema stores this numeric measure as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14521,"cached_input_tokens":13696,"output_tokens":495,"reasoning_output_tokens":331}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8f0990b7919eed3bfb6f98493e7cfc472e27f57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"27.7004\" AS REAL) AS \"27.7004\",\n NTILE(10) OVER (ORDER BY CAST(\"27.7004\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n WHERE \"27.7004\" IS NOT NULL\n)\nSELECT \"27.7004\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"27.7004\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"27.7004\" and num_tiles=10. Cast to REAL because the schema stores this numeric measure as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14f6d9b7ec438ff4c631ec0762c954ccdaa214e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7016, "bytes_utf8": 7016, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14455, "cached_input_tokens": 12032, "output_tokens": 309, "reasoning_output_tokens": 200}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3f57c8b883c8fba8b105cbba74037efb5ec5cbab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_46f91922711630d5", + "api_calls": 0, + "input_tokens": 14455, + "cached_input_tokens": 12032, + "output_tokens": 309, + "total_tokens": 14764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9243.68, + "sql_execution_elapsed_ms_total": 8.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..651ef0b59d0d80632f868ae5c2e904a9df492f05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:28.982747+00:00", + "ended_at": "2026-05-19T16:00:38.226449+00:00", + "elapsed_ms": 9243.68, + "prompt_metrics": { + "chars": 7016, + "bytes_utf8": 7016, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 720, + "bytes_utf8": 720, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 380, + "bytes_utf8": 380, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14455, + "cached_input_tokens": 12032, + "output_tokens": 309, + "reasoning_output_tokens": 200 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69fecef80ffaedd144e70ebfdb49b8ea0461e614 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=40.092.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c8cabc96b038cb91ad5c2e20f837c5148c8639a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-9a46-7950-9692-cc1cb5fc3f0d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"40.092\\\" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Applied the planned Threshold Rarity CDF template with measure_col bound to \\\"40.092\\\" and measure_threshold fixed at 45.8841. CAST to REAL is used because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14455,"cached_input_tokens":12032,"output_tokens":309,"reasoning_output_tokens":200}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c8e09340fda9aa0144c661fac5d830665c39556 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"40.092\" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Applied the planned Threshold Rarity CDF template with measure_col bound to \"40.092\" and measure_threshold fixed at 45.8841. CAST to REAL is used because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90b69c3b34488b0e394181413b516a5cf9eb09d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7060, "bytes_utf8": 7060, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 275, "bytes_utf8": 275, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14470, "cached_input_tokens": 12032, "output_tokens": 304, "reasoning_output_tokens": 216}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..55691811222b95feef807087b91615c1e99a6e6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4736f04750ff3bb7", + "api_calls": 0, + "input_tokens": 14470, + "cached_input_tokens": 12032, + "output_tokens": 304, + "total_tokens": 14774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9809.94, + "sql_execution_elapsed_ms_total": 10.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c45dc333325c3c7441c0bf44ea6f2a708c1f5ca3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:15.726733+00:00", + "ended_at": "2026-05-19T16:03:25.536725+00:00", + "elapsed_ms": 9809.94, + "prompt_metrics": { + "chars": 7060, + "bytes_utf8": 7060, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 632, + "bytes_utf8": 632, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 275, + "bytes_utf8": 275, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14470, + "cached_input_tokens": 12032, + "output_tokens": 304, + "reasoning_output_tokens": 216 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d15cb163226144ec6eea4754d6a70d331b591140 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7919b653daefd2b8ab6e9023c66f2137b49bc308 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-25b6-7ff3-8209-f90341002fef"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 19;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"g\\\" on table \\\"n11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14470,"cached_input_tokens":12032,"output_tokens":304,"reasoning_output_tokens":216}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cb5209e09f9e9b727e82da01bcd5da2706e75d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"g\",\n COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 19;","notes":"Applies the Low-Support Group Count template with group_col bound to \"g\" on table \"n11\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4736f04750ff3bb7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b46e117d5ef6cc69cfc8e99c36a49f4f64830ec6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7249, "bytes_utf8": 7249, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 559, "bytes_utf8": 559, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14521, "cached_input_tokens": 13696, "output_tokens": 615, "reasoning_output_tokens": 439}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..74cc6d901b7be0b3b5338a75e8ffcc0c2a701bc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_479395038bf9ab29", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 615, + "total_tokens": 15136, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11318.91, + "sql_execution_elapsed_ms_total": 36.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4a3ba61b2f42e4fc34dcf78a51107b82beb4cc34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:47.957876+00:00", + "ended_at": "2026-05-19T15:42:59.276815+00:00", + "elapsed_ms": 11318.91, + "prompt_metrics": { + "chars": 7249, + "bytes_utf8": 7249, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 942, + "bytes_utf8": 942, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 559, + "bytes_utf8": 559, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 615, + "reasoning_output_tokens": 439 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e78e536aec98ff1082c029ac88d8ce746a55faaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "2.6449", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a83f9c2eede64c800aaad12ff4036650e2fe18e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-6991-75b3-bdaf-8fee0807b77f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"2.6449\\\" AS REAL) AS \\\"2.6449\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"2.6449\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"2.6449\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"2.6449\\\" DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"2.6449\\\" and num_tiles=10. Casted \\\"2.6449\\\" to REAL because the schema stores it as TEXT, ensuring numeric tail bucketing and ordering in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14521,"cached_input_tokens":13696,"output_tokens":615,"reasoning_output_tokens":439}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72938af3eedd3448bb02d02f24545dd52350c58f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"2.6449\" AS REAL) AS \"2.6449\",\n NTILE(10) OVER (ORDER BY CAST(\"2.6449\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n11\"\n)\nSELECT \"2.6449\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"2.6449\" DESC;","notes":"Used the requested Quantile Tail Slice template with measure_col bound to \"2.6449\" and num_tiles=10. Casted \"2.6449\" to REAL because the schema stores it as TEXT, ensuring numeric tail bucketing and ordering in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_479395038bf9ab29/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..239c81d0f2a92250dc18e1eca09ba4ee20890f33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7150, "bytes_utf8": 7150, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14475, "cached_input_tokens": 13696, "output_tokens": 256, "reasoning_output_tokens": 152}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..deb800d93a7b6c52c6efc716898a2f3ee2566ed0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5121840a9c2726d3", + "api_calls": 0, + "input_tokens": 14475, + "cached_input_tokens": 13696, + "output_tokens": 256, + "total_tokens": 14731, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8036.98, + "sql_execution_elapsed_ms_total": 32.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..72b6cee7e54058dd10ce20d1b9544399c238616c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:50.312140+00:00", + "ended_at": "2026-05-19T15:39:58.349148+00:00", + "elapsed_ms": 8036.98, + "prompt_metrics": { + "chars": 7150, + "bytes_utf8": 7150, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 730, + "bytes_utf8": 730, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 376, + "bytes_utf8": 376, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14475, + "cached_input_tokens": 13696, + "output_tokens": 256, + "reasoning_output_tokens": 152 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51c7da11b0c00a003183f3c6f26e9dc0d70d73ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb2bdc718ff17b4f3ee698337baa0a003723e84f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-b39b-7401-a8d2-4e0079478d7c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". Casted the measure to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14475,"cached_input_tokens":13696,"output_tokens":256,"reasoning_output_tokens":152}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..260369941b522cd5c324bffdd5ade7aa07ece380 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"81.8828\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"g\" and measure_col=\"81.8828\". Casted the measure to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5121840a9c2726d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a5b0b5f8b80ffacfcf43396580e40263f24e2a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7620, "bytes_utf8": 7620, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 664, "bytes_utf8": 664, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 635, "reasoning_output_tokens": 439}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ce4965d93aa83ac289cd21caf0dc96becc92e3d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_53a8bab237b256a3", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 635, + "total_tokens": 15236, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20541.03, + "sql_execution_elapsed_ms_total": 8.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a60a7cfef6bb5748e73ca0b87b2f574767b4ea53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:13.417284+00:00", + "ended_at": "2026-05-19T15:45:33.958344+00:00", + "elapsed_ms": 20541.03, + "prompt_metrics": { + "chars": 7620, + "bytes_utf8": 7620, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1743, + "bytes_utf8": 1743, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 664, + "bytes_utf8": 664, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 635, + "reasoning_output_tokens": 439 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cae91fe3a7e1979c98c2a4bdf382b681a07944b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5dfd23934022f12dc562a1fce4d83b382dc05a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e9-a1ef-7fe0-b7b8-2c15ff6e5962"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1985068, Requested 15236. Please try again in 9ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1986117, Requested 15236. Please try again in 40ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT grp.\\\"g\\\", grp.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS grp\\nCROSS JOIN \\\"total\\\" AS tot\\nWHERE grp.\\\"group_value\\\" > tot.\\\"total_value\\\" * 0.05\\nORDER BY grp.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". CAST to REAL is used because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14601,"cached_input_tokens":13696,"output_tokens":635,"reasoning_output_tokens":439}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4d9f9f62ac0054180e18ec15d0f81d44d01da07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS \"group_value\"\n FROM \"n11\"\n GROUP BY \"g\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT grp.\"g\", grp.\"group_value\"\nFROM \"grouped\" AS grp\nCROSS JOIN \"total\" AS tot\nWHERE grp.\"group_value\" > tot.\"total_value\" * 0.05\nORDER BY grp.\"group_value\" DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\"g\" and measure_col=\"0.3918\". CAST to REAL is used because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_53a8bab237b256a3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43ed4657f2be2ef81d1a6523cf2610e3a47b3ecd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7470, "bytes_utf8": 7470, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 543, "bytes_utf8": 543, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 12032, "output_tokens": 587, "reasoning_output_tokens": 411}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae5338541470861613c032c68a560e31bf961921 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_570fbf350f84b077", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 587, + "total_tokens": 15172, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17627.69, + "sql_execution_elapsed_ms_total": 67.29, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a364eaa8b44d1e52944c79a3f4e7e1e1c589a646 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:38.656945+00:00", + "ended_at": "2026-05-19T15:32:56.284661+00:00", + "elapsed_ms": 17627.69, + "prompt_metrics": { + "chars": 7470, + "bytes_utf8": 7470, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1256, + "bytes_utf8": 1256, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 543, + "bytes_utf8": 543, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 587, + "reasoning_output_tokens": 411 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c0f0773ba8281f8b266e56500ed69e338cf313c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "item_col": "27.7004", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..105901f7873f7d75dcb54f9e186ee0ce2ff6fdf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40de-1db1-7633-b219-0cfea465e773"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15220. Please try again in 456ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"27.7004\\\",\\n SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"0.1982\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"0.1982\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"27.7004\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned Within-Group Share of Total template with group_col=\\\"g\\\" and item_col=\\\"27.7004\\\". Since \\\"0.1982\\\" is stored as TEXT in SQLite, it is cast to REAL before aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14585,"cached_input_tokens":12032,"output_tokens":587,"reasoning_output_tokens":411}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78a57dd001b3e1a138e50923b4080ec466dbfe7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"27.7004\",\n SUM(CAST(\"0.1982\" AS REAL)) AS total_measure,\n SUM(CAST(\"0.1982\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"0.1982\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"27.7004\"\nORDER BY share_within_group DESC;","notes":"Used the planned Within-Group Share of Total template with group_col=\"g\" and item_col=\"27.7004\". Since \"0.1982\" is stored as TEXT in SQLite, it is cast to REAL before aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_570fbf350f84b077/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8aa1b534265da85e6596255507ffeb8a4d6caac4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14474, "cached_input_tokens": 13696, "output_tokens": 284, "reasoning_output_tokens": 184}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ef22da97cbad3dc2b4dca26f26492a8f099f72f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_592767a0755e53a8", + "api_calls": 0, + "input_tokens": 14474, + "cached_input_tokens": 13696, + "output_tokens": 284, + "total_tokens": 14758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8381.98, + "sql_execution_elapsed_ms_total": 36.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37cbb6ef4b55543eaf20a81cc07f2d9d80507377 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:41.887087+00:00", + "ended_at": "2026-05-19T15:39:50.269095+00:00", + "elapsed_ms": 8381.98, + "prompt_metrics": { + "chars": 7151, + "bytes_utf8": 7151, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 724, + "bytes_utf8": 724, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 370, + "bytes_utf8": 370, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14474, + "cached_input_tokens": 13696, + "output_tokens": 284, + "reasoning_output_tokens": 184 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2510d331328e2fa0c60c4eb3e0c92501a90bda4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..729933ca92ac43f62c61268baed7971e35977881 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-92e8-7db0-b0cf-ed5ba34998ca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"40.092\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". Cast the measure to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14474,"cached_input_tokens":13696,"output_tokens":284,"reasoning_output_tokens":184}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdfe0bd9155e44dda815c479af102783675296a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"40.092\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"g\" and measure_col=\"40.092\". Cast the measure to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_592767a0755e53a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4570dbfc19fc5a5c1ba2abb833cffc0e2310d4ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS \"total_measure\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"total_measure\" DESC;","notes":"Used the provided grouped numeric sum template with group_col=\"g\" and measure_col=\"28.7967\". CAST to REAL is included because the schema stores this numeric field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..843359bfb1553369daf0bfcfdba042008e8b0eb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7292, "bytes_utf8": 7292, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7292, "bytes_utf8": 7292, "lines": 231, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14519, "cached_input_tokens": 12032, "output_tokens": 259, "reasoning_output_tokens": 154}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e230a382af464f8ba6399964e96c5ee19a5a69fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5f77049f52abd7d9", + "api_calls": 0, + "input_tokens": 14519, + "cached_input_tokens": 12032, + "output_tokens": 259, + "total_tokens": 14778, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10294.46, + "sql_execution_elapsed_ms_total": 5.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a729e43f420fe928da92e541eaf6225e95bc68dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:55.507145+00:00", + "ended_at": "2026-05-19T15:59:58.426178+00:00", + "elapsed_ms": 2919.0, + "returncode": 1, + "prompt_metrics": { + "chars": 7292, + "bytes_utf8": 7292, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b58b9e424eaea581eeb61611742bd9829709b5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:59.427596+00:00", + "ended_at": "2026-05-19T16:00:06.803096+00:00", + "elapsed_ms": 7375.46, + "prompt_metrics": { + "chars": 7292, + "bytes_utf8": 7292, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 718, + "bytes_utf8": 718, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 359, + "bytes_utf8": 359, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14519, + "cached_input_tokens": 12032, + "output_tokens": 259, + "reasoning_output_tokens": 154 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7df16cb361b78fdbf42be418f5dfaee30718b867 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7df16cb361b78fdbf42be418f5dfaee30718b867 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c060010cc6ec1a4e1927f239dc1f3229ce759bf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-177f-7a83-9e0b-043192e8cbf6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55c1ac70c6b5522ad8fab8c48e49835f1d457fe2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-177f-7a83-9e0b-043192e8cbf6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b400f98739b41ddddf237df9274c833ba133f6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-26ef-7763-9c4c-3fa3aefab2c2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\", condition_col=\\\"g\\\", and condition_value='g' on the single table \\\"n11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14519,"cached_input_tokens":12032,"output_tokens":259,"reasoning_output_tokens":154}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3d10a572eb4d2132c483aedcd31fd88020bc4eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\", condition_col=\"g\", and condition_value='g' on the single table \"n11\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5f77049f52abd7d9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2de3ed0acb7cd6ee43637935ee5d0c6b9db5d66c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 725, "bytes_utf8": 725, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14667, "cached_input_tokens": 13696, "output_tokens": 582, "reasoning_output_tokens": 381}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8517be6fc4909ad7a25ac1bedb590c8050f28f31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_665de459d1c3930b", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 582, + "total_tokens": 15249, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16552.73, + "sql_execution_elapsed_ms_total": 6.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3676b35d096fcc0e1ce339656c5241fc0e01a4ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:56.569861+00:00", + "ended_at": "2026-05-19T15:39:13.122633+00:00", + "elapsed_ms": 16552.73, + "prompt_metrics": { + "chars": 7861, + "bytes_utf8": 7861, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1102, + "bytes_utf8": 1102, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 725, + "bytes_utf8": 725, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 582, + "reasoning_output_tokens": 381 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..036e1e87b6984df4b4282e90053f5236aae371ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d67fc4697b80ca620a779b0fed6e3016d7ec1f24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-e1c5-72c3-a271-53e131cc86ff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped-ratio template with group_col=\\\"g\\\" and condition_col=\\\"g\\\" exactly as bound. Because the grouping column and condition column are the same, groups where \\\"g\\\"='g' will have a zero denominator and yield NULL, while the \\\"h\\\" group yields 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14667,"cached_input_tokens":13696,"output_tokens":582,"reasoning_output_tokens":381}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fe9cc8933dfa41b8225fc5f588bbb887983d875 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped-ratio template with group_col=\"g\" and condition_col=\"g\" exactly as bound. Because the grouping column and condition column are the same, groups where \"g\"='g' will have a zero denominator and yield NULL, while the \"h\" group yields 0.0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_665de459d1c3930b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd0f6f0610894df0fe644f2ff31dbdacb168102f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7065, "bytes_utf8": 7065, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 343, "bytes_utf8": 343, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 319, "reasoning_output_tokens": 218}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..880a599bacd7498862edc7f59973e9f4f129be38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_67f057ac3e931e52", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 319, + "total_tokens": 14784, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18732.77, + "sql_execution_elapsed_ms_total": 10.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6d5eec168730946d672cfa1a3167bfa0f6b3155 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:31.491922+00:00", + "ended_at": "2026-05-19T15:29:50.224718+00:00", + "elapsed_ms": 18732.77, + "prompt_metrics": { + "chars": 7065, + "bytes_utf8": 7065, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1695, + "bytes_utf8": 1695, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 343, + "bytes_utf8": 343, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 319, + "reasoning_output_tokens": 218 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e353c946c1bce61e0bef9a8b8ee949be70c4369c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c3ede7d2cec2a2b7e586df7f363eeaddc98a3fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40db-424e-7a72-8e5d-4fc69a6758d8"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15100. Please try again in 453ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15100. Please try again in 453ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1987267, Requested 15100. Please try again in 71ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". The measure is CAST to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14465,"cached_input_tokens":12032,"output_tokens":319,"reasoning_output_tokens":218}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d29e05a91c75a2bb5086479970bc8f6870aadc2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col=\"g\" and measure_col=\"0.1982\". The measure is CAST to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_67f057ac3e931e52/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3910db99bed545d0cc27bd4e2146047e50f1cb0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7302, "bytes_utf8": 7302, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14519, "cached_input_tokens": 12032, "output_tokens": 369, "reasoning_output_tokens": 256}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..31db09ab3c269828ab56b60a6e856703cdee1061 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6828eb923a8854c7", + "api_calls": 0, + "input_tokens": 14519, + "cached_input_tokens": 12032, + "output_tokens": 369, + "total_tokens": 14888, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9194.35, + "sql_execution_elapsed_ms_total": 13.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..103e1dccdc9821d063a3a95b122993b6637b7fb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:51.596318+00:00", + "ended_at": "2026-05-19T15:59:00.790708+00:00", + "elapsed_ms": 9194.35, + "prompt_metrics": { + "chars": 7302, + "bytes_utf8": 7302, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 740, + "bytes_utf8": 740, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 377, + "bytes_utf8": 377, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14519, + "cached_input_tokens": 12032, + "output_tokens": 369, + "reasoning_output_tokens": 256 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e260b9413d4c85022fc333a417e4ab49d306db5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44e73b57b15b39e12dea46c3d596c96f90372619 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-1dc3-7131-a5a9-8df3686c753c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the required template with group_col=\\\"g\\\" and condition_col=\\\"g\\\". This measures, for each target class, the fraction of rows in that class where g='h'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14519,"cached_input_tokens":12032,"output_tokens":369,"reasoning_output_tokens":256}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e9915e19258a822db823529d22004ce9e910a6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the required template with group_col=\"g\" and condition_col=\"g\". This measures, for each target class, the fraction of rows in that class where g='h'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6828eb923a8854c7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a553a817966f31b61649f9c4ec1f017359ec61c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7155, "bytes_utf8": 7155, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14476, "cached_input_tokens": 13696, "output_tokens": 285, "reasoning_output_tokens": 177}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad0857c3786cd1d8f421843c78413392a3aab6ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_691021b2d6508fa8", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 13696, + "output_tokens": 285, + "total_tokens": 14761, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7777.32, + "sql_execution_elapsed_ms_total": 33.89, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d42e655da2bdcd9a08e3a611c3f0b49ca0cf91ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:08.935598+00:00", + "ended_at": "2026-05-19T15:42:16.712953+00:00", + "elapsed_ms": 7777.32, + "prompt_metrics": { + "chars": 7155, + "bytes_utf8": 7155, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 754, + "bytes_utf8": 754, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 392, + "bytes_utf8": 392, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14476, + "cached_input_tokens": 13696, + "output_tokens": 285, + "reasoning_output_tokens": 177 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..487379edeec7c0a668cfe3a2004fd435f40a053e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6526ef4e25d110b3af1f97e63801a8774719e5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-d138-7d31-be0b-e01a32575aa9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n11\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14476,"cached_input_tokens":13696,"output_tokens":285,"reasoning_output_tokens":177}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c8bee7b95bbaa8fb7e6dd4bd25e645b4b990f38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"27.7004\" AS REAL)) OVER (PARTITION BY \"g\") AS \"avg_measure\"\nFROM \"n11\"\nORDER BY \"avg_measure\" DESC;","notes":"Applied the required Window Partition Average template with group_col=\"g\" and measure_col=\"27.7004\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_691021b2d6508fa8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2c93cfc011577be743a684b43105b527405b526a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:19.246477+00:00", + "ended_at": "2026-05-19T16:05:22.804655+00:00", + "elapsed_ms": 3558.15, + "returncode": 1, + "prompt_metrics": { + "chars": 7238, + "bytes_utf8": 7238, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..69e66e5dfd79b576982d56ec3f84c90b43d3ab7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:23.806963+00:00", + "ended_at": "2026-05-19T16:05:27.112605+00:00", + "elapsed_ms": 3305.61, + "returncode": 1, + "prompt_metrics": { + "chars": 7238, + "bytes_utf8": 7238, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38fe4afb6d391d69708bc5d5a794b161801ec804 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..38fe4afb6d391d69708bc5d5a794b161801ec804 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7029379c2e322aed17cb901e05e641270d52a037 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-07f9-7320-85ad-555df5162c56"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..708fe0d17169fa4ddffd48d1de7f61296580a487 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-07f9-7320-85ad-555df5162c56"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..01ce025c434251936c27c4251db1e13f82c6efb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-19f1-77a0-848f-a235f9a40025"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..333fddda312cec23ac7d97b7130c41f03f3cdf13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-19f1-77a0-848f-a235f9a40025"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a5d8dfd5622be1a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..821d8b5152fc13978041777ab29e0917fbe64c54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1564, "bytes_utf8": 1564, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 12032, "output_tokens": 2386, "reasoning_output_tokens": 1813}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..00079e0f4999de58c184012b44b59176116ffbf4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6a947b37e5596f37", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 12032, + "output_tokens": 2386, + "total_tokens": 16889, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32961.69, + "sql_execution_elapsed_ms_total": 92.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ce35c615a7c29755361a973cf1299afe6405cf33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:04.507600+00:00", + "ended_at": "2026-05-19T15:57:37.469322+00:00", + "elapsed_ms": 32961.69, + "prompt_metrics": { + "chars": 7250, + "bytes_utf8": 7250, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2226, + "bytes_utf8": 2226, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1564, + "bytes_utf8": 1564, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14503, + "cached_input_tokens": 12032, + "output_tokens": 2386, + "reasoning_output_tokens": 1813 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9fe062c245b08fe48d04aefb6d4f632372130e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24c5142c1a4a0dd4e8ead9def0f79f816916ba9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-7b80-7743-a725-29ae98217bc7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"16.0021\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"16.0021\\\" IS NOT NULL\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"g\\\",\\n 1.0 + (\\\"cnt\\\" - 1) * 0.95 AS \\\"pos\\\",\\n CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INT) AS \\\"lo\\\",\\n CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INT) + CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.95) > CAST(1.0 + (\\\"cnt\\\" - 1) * 0.95 AS INT) THEN 1\\n ELSE 0\\n END AS \\\"hi\\\"\\n FROM \\\"base\\\"\\n)\\nSELECT\\n \\\"pos\\\".\\\"g\\\",\\n CASE\\n WHEN \\\"pos\\\".\\\"lo\\\" = \\\"pos\\\".\\\"hi\\\" THEN MAX(CASE WHEN \\\"base\\\".\\\"rn\\\" = \\\"pos\\\".\\\"lo\\\" THEN \\\"base\\\".\\\"measure\\\" END)\\n ELSE MAX(CASE WHEN \\\"base\\\".\\\"rn\\\" = \\\"pos\\\".\\\"lo\\\" THEN \\\"base\\\".\\\"measure\\\" END) * (\\\"pos\\\".\\\"hi\\\" - \\\"pos\\\".\\\"pos\\\")\\n + MAX(CASE WHEN \\\"base\\\".\\\"rn\\\" = \\\"pos\\\".\\\"hi\\\" THEN \\\"base\\\".\\\"measure\\\" END) * (\\\"pos\\\".\\\"pos\\\" - \\\"pos\\\".\\\"lo\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"pos\\\"\\nJOIN \\\"base\\\"\\n ON \\\"base\\\".\\\"g\\\" = \\\"pos\\\".\\\"g\\\"\\nGROUP BY\\n \\\"pos\\\".\\\"g\\\",\\n \\\"pos\\\".\\\"pos\\\",\\n \\\"pos\\\".\\\"lo\\\",\\n \\\"pos\\\".\\\"hi\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.95 grouped percentile for \\\"g\\\" by interpolating between ordered rows and casting \\\"16.0021\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14503,"cached_input_tokens":12032,"output_tokens":2386,"reasoning_output_tokens":1813}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1198f1e24e636ea5068a6b797e274314abfddb6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"16.0021\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"16.0021\" IS NOT NULL\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"g\",\n 1.0 + (\"cnt\" - 1) * 0.95 AS \"pos\",\n CAST(1.0 + (\"cnt\" - 1) * 0.95 AS INT) AS \"lo\",\n CAST(1.0 + (\"cnt\" - 1) * 0.95 AS INT) + CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.95) > CAST(1.0 + (\"cnt\" - 1) * 0.95 AS INT) THEN 1\n ELSE 0\n END AS \"hi\"\n FROM \"base\"\n)\nSELECT\n \"pos\".\"g\",\n CASE\n WHEN \"pos\".\"lo\" = \"pos\".\"hi\" THEN MAX(CASE WHEN \"base\".\"rn\" = \"pos\".\"lo\" THEN \"base\".\"measure\" END)\n ELSE MAX(CASE WHEN \"base\".\"rn\" = \"pos\".\"lo\" THEN \"base\".\"measure\" END) * (\"pos\".\"hi\" - \"pos\".\"pos\")\n + MAX(CASE WHEN \"base\".\"rn\" = \"pos\".\"hi\" THEN \"base\".\"measure\" END) * (\"pos\".\"pos\" - \"pos\".\"lo\")\n END AS \"percentile_measure\"\nFROM \"pos\"\nJOIN \"base\"\n ON \"base\".\"g\" = \"pos\".\"g\"\nGROUP BY\n \"pos\".\"g\",\n \"pos\".\"pos\",\n \"pos\".\"lo\",\n \"pos\".\"hi\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.95 grouped percentile for \"g\" by interpolating between ordered rows and casting \"16.0021\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..211efd07d580c7ce93e977aad4afeaee7c33b6d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7064, "bytes_utf8": 7064, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 333, "bytes_utf8": 333, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 313, "reasoning_output_tokens": 210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..70a8aeb24bdf4ac518444ea5d5bd2da05e836b54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6cacdb6f47dc14f7", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 313, + "total_tokens": 14778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8595.6, + "sql_execution_elapsed_ms_total": 9.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..68112dcbd319710760ab278cefc9ecb4b7841240 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:51.503562+00:00", + "ended_at": "2026-05-19T15:29:00.099202+00:00", + "elapsed_ms": 8595.6, + "prompt_metrics": { + "chars": 7064, + "bytes_utf8": 7064, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 691, + "bytes_utf8": 691, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 333, + "bytes_utf8": 333, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 313, + "reasoning_output_tokens": 210 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..813b11ab18ac8fda3ff07fee3f4489e69a7cf697 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9eb36531d198cdf91096cc71d042217ee1c3f803 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-a637-7ad1-ad2c-8bc1b3d9588e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Uses the requested grouped-sum template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". CAST to REAL is needed because the schema stores \\\"2.6449\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14465,"cached_input_tokens":12032,"output_tokens":313,"reasoning_output_tokens":210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efe2dc0b8067c39958236d136bb2c9e86b985885 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;","notes":"Uses the requested grouped-sum template with group_col=\"g\" and measure_col=\"2.6449\". CAST to REAL is needed because the schema stores \"2.6449\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6cacdb6f47dc14f7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13e4bc9954582ba3363485c84506af1d8d39e049 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6978, "bytes_utf8": 6978, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 265, "bytes_utf8": 265, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14434, "cached_input_tokens": 12032, "output_tokens": 209, "reasoning_output_tokens": 138}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d7cd8e21c2b5b7085ddc2a8ff883d518fab6c09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6d3301ffad7d3256", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 209, + "total_tokens": 14643, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9830.62, + "sql_execution_elapsed_ms_total": 11.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c8e8243f183a5dfe9c1400af7f19478f05729f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:56.464662+00:00", + "ended_at": "2026-05-19T15:31:06.295337+00:00", + "elapsed_ms": 9830.62, + "prompt_metrics": { + "chars": 6978, + "bytes_utf8": 6978, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 611, + "bytes_utf8": 611, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 265, + "bytes_utf8": 265, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 209, + "reasoning_output_tokens": 138 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa13091ecdfeedaf9a69c2df24c663b661382daa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72d5b0a46eb4440315b8247c962df5d4fb987339 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-8e62-72f1-a20a-e41af338551a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col bound to \\\"g\\\" to measure subgroup count distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14434,"cached_input_tokens":12032,"output_tokens":209,"reasoning_output_tokens":138}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2a61a8279a6d293821b18876fea605731200b3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Uses the planned grouped-count template with group_col bound to \"g\" to measure subgroup count distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_6d3301ffad7d3256/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4a7f5476b4c358a7c98daec070f2719dc37916b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7479, "bytes_utf8": 7479, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 532, "bytes_utf8": 532, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14586, "cached_input_tokens": 12032, "output_tokens": 1144, "reasoning_output_tokens": 969}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cbbb7def4b39053d011f4df50cffc11ec7a3058d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7150369dd78e8895", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 12032, + "output_tokens": 1144, + "total_tokens": 15730, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24395.74, + "sql_execution_elapsed_ms_total": 44.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b332b73a25ad82d84c2324e294d5bbade80ecb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:30.097524+00:00", + "ended_at": "2026-05-19T15:36:54.493300+00:00", + "elapsed_ms": 24395.74, + "prompt_metrics": { + "chars": 7479, + "bytes_utf8": 7479, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 915, + "bytes_utf8": 915, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 532, + "bytes_utf8": 532, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14586, + "cached_input_tokens": 12032, + "output_tokens": 1144, + "reasoning_output_tokens": 969 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf5ef090fe496e368c9e4273dd22d256d834a941 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "item_col": "2.6449", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..022eae63f9001869be8b08a4a634096f6a929600 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-a585-7942-b451-00329dfba4ef"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"g\\\",\\n \\\"2.6449\\\",\\n SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"16.0021\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"16.0021\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"2.6449\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the planned template with group_col=\\\"g\\\", item_col=\\\"2.6449\\\", and measure_col=\\\"16.0021\\\". The measure column is cast from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14586,"cached_input_tokens":12032,"output_tokens":1144,"reasoning_output_tokens":969}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a7e224a9502ae768d02235b63f87910adcd235e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"g\",\n \"2.6449\",\n SUM(CAST(\"16.0021\" AS REAL)) AS total_measure,\n SUM(CAST(\"16.0021\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"16.0021\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"2.6449\"\nORDER BY share_within_group DESC;","notes":"Uses the planned template with group_col=\"g\", item_col=\"2.6449\", and measure_col=\"16.0021\". The measure column is cast from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9bfa49c30bf97f6e4096e14ef40ad51bb4c655f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7306, "bytes_utf8": 7306, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7306, "bytes_utf8": 7306, "lines": 231, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 475, "bytes_utf8": 477, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14520, "cached_input_tokens": 13696, "output_tokens": 331, "reasoning_output_tokens": 199}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..255c104049a796394492a38b4d32e8c6c8943ab0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_73661fd35e4cc351", + "api_calls": 0, + "input_tokens": 14520, + "cached_input_tokens": 13696, + "output_tokens": 331, + "total_tokens": 14851, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13868.96, + "sql_execution_elapsed_ms_total": 5.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..107cf0924df7d5fee6e56b2b19baa82b7d3a8714 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:30.486213+00:00", + "ended_at": "2026-05-19T15:59:33.853342+00:00", + "elapsed_ms": 3367.09, + "returncode": 1, + "prompt_metrics": { + "chars": 7306, + "bytes_utf8": 7306, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..86d2afb3d7eb4ca264ace1afab7cd99eae487467 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:59:34.856241+00:00", + "ended_at": "2026-05-19T15:59:45.358161+00:00", + "elapsed_ms": 10501.87, + "prompt_metrics": { + "chars": 7306, + "bytes_utf8": 7306, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 826, + "bytes_utf8": 828, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 475, + "bytes_utf8": 477, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14520, + "cached_input_tokens": 13696, + "output_tokens": 331, + "reasoning_output_tokens": 199 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccd2b33b574dd0f650c23fb8593a6bd25794e167 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccd2b33b574dd0f650c23fb8593a6bd25794e167 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fecf0a7ee4712d34d7aa965500157585c513ddd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-b5d6-74f2-998d-9b2ad368fbec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3198bd4acdd99056c46bafbbffb77dd05018317e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-b5d6-74f2-998d-9b2ad368fbec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea646d2248e6800364bf2a36e0e493761cac4dcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-c6ed-7c82-a054-146fbe055942"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required template with both group_col and condition_col bound to \\\"g\\\". Because the grouping column and condition column are the same, each group’s rate is deterministic: the 'g' group will have rate 1.0 and any other class value group will have rate 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14520,"cached_input_tokens":13696,"output_tokens":331,"reasoning_output_tokens":199}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bdf649f0a5200c758d577bf414f1e3ea8a5df46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Uses the required template with both group_col and condition_col bound to \"g\". Because the grouping column and condition column are the same, each group’s rate is deterministic: the 'g' group will have rate 1.0 and any other class value group will have rate 0.0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_73661fd35e4cc351/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..25a4c453b53d7059f6030e5588147151a7cab1b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:13.463676+00:00", + "ended_at": "2026-05-19T16:01:16.781707+00:00", + "elapsed_ms": 3317.99, + "returncode": 1, + "prompt_metrics": { + "chars": 7015, + "bytes_utf8": 7015, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f42f7958f7b5fb840ddbf077e5472e1fc51fc12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:17.783206+00:00", + "ended_at": "2026-05-19T16:01:20.927466+00:00", + "elapsed_ms": 3144.23, + "returncode": 1, + "prompt_metrics": { + "chars": 7015, + "bytes_utf8": 7015, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a4f4016c39f7158191f9ae84df40509b59842fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a4f4016c39f7158191f9ae84df40509b59842fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac8dfbbb2f32b0a68450f2164dee78c09a67f321 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-47f8-7d72-adcf-0a6614797188"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2532ff6bba2923eafab6156afd0e9e440c9b2112 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-47f8-7d72-adcf-0a6614797188"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5192039e5def83edbf9d54b5e369ce560893a3de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-58e0-7830-9ba5-dd61adb5777c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..89ce8d0730f1c674fe8510312cc3d6e214a7068e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-58e0-7830-9ba5-dd61adb5777c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..079b88d05aa785fac9a41a6d74f2d587b14e50d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6977, "bytes_utf8": 6977, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 269, "bytes_utf8": 269, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14434, "cached_input_tokens": 12032, "output_tokens": 172, "reasoning_output_tokens": 101}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b7bf8fcba2f852b67281e6dd923cef36c9269029 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7d1679041169db75", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 172, + "total_tokens": 14606, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13883.19, + "sql_execution_elapsed_ms_total": 5.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2965e999564b1008d71c96c6a9586954440a2317 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:06.315103+00:00", + "ended_at": "2026-05-19T15:31:20.198338+00:00", + "elapsed_ms": 13883.19, + "prompt_metrics": { + "chars": 6977, + "bytes_utf8": 6977, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 948, + "bytes_utf8": 948, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 269, + "bytes_utf8": 269, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 172, + "reasoning_output_tokens": 101 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e10683ca0e288ba9315a52019a7d53abfc1363e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d1679041169db75/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Grouped count by target column \"g\" using the required template to inspect subgroup size distribution/stability."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84c3b043144c0837b4f88dda34c4ae948d760cf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7252, "bytes_utf8": 7252, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 618, "bytes_utf8": 618, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14521, "cached_input_tokens": 12032, "output_tokens": 527, "reasoning_output_tokens": 349}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5ee0658d4acc86bfeefcf45c811ba234f056f35e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7d44091665b2d53c", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 12032, + "output_tokens": 527, + "total_tokens": 15048, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10910.03, + "sql_execution_elapsed_ms_total": 64.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..502d7fad072ec76c28d28d5092e9f5814bf197d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:22.308132+00:00", + "ended_at": "2026-05-19T15:44:33.218201+00:00", + "elapsed_ms": 10910.03, + "prompt_metrics": { + "chars": 7252, + "bytes_utf8": 7252, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 994, + "bytes_utf8": 994, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 618, + "bytes_utf8": 618, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14521, + "cached_input_tokens": 12032, + "output_tokens": 527, + "reasoning_output_tokens": 349 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1795a30d764f07d596f1982b74a01370bdd60e1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=-8.2027.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3a226e5857a63818fee1c455b868025702338f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-da2f-73a0-a2fe-75f618923335"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"-8.2027\\\" AS REAL) AS \\\"measure_col\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"-8.2027\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"-8.2027\\\" IS NOT NULL\\n)\\nSELECT \\\"measure_col\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"measure_col\\\" DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"-8.2027\\\" and num_tiles=10. CAST to REAL is included because the schema stores this numeric field as TEXT, and numeric ordering is needed for the top tail slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14521,"cached_input_tokens":12032,"output_tokens":527,"reasoning_output_tokens":349}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..320c924721fd3f8002e603569ffe8d8109ed0aca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"-8.2027\" AS REAL) AS \"measure_col\",\n NTILE(10) OVER (ORDER BY CAST(\"-8.2027\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n11\"\n WHERE \"-8.2027\" IS NOT NULL\n)\nSELECT \"measure_col\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"measure_col\" DESC;","notes":"Used the requested Quantile Tail Slice template with measure_col bound to \"-8.2027\" and num_tiles=10. CAST to REAL is included because the schema stores this numeric field as TEXT, and numeric ordering is needed for the top tail slice."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7d44091665b2d53c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c0c88a00ed6fee59787437bf2210787354be7e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7067, "bytes_utf8": 7067, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 318, "bytes_utf8": 318, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 245, "reasoning_output_tokens": 148}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..649ad6e7b63facbc04e96f592275ffce5b6dd2e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_83d23b12bf62165f", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 245, + "total_tokens": 14710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16210.38, + "sql_execution_elapsed_ms_total": 13.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c5d95af4342f3a5aba7c655ace422e6eb631920a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:30:29.622833+00:00", + "ended_at": "2026-05-19T15:30:45.833245+00:00", + "elapsed_ms": 16210.38, + "prompt_metrics": { + "chars": 7067, + "bytes_utf8": 7067, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1338, + "bytes_utf8": 1338, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 318, + "bytes_utf8": 318, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 245, + "reasoning_output_tokens": 148 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e97ad02fd1629393a23b50e3db54a2704a796726 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d833d75b91fbaa7758f8a8f075d71f1f8760cf42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40dc-2576-7c21-bbbf-c69f7b1df2b6"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1989283, Requested 15100. Please try again in 131ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1994855, Requested 15100. Please try again in 298ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the bound template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". Cast measure_col to REAL because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14465,"cached_input_tokens":12032,"output_tokens":245,"reasoning_output_tokens":148}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca434648745c60793851cdf85c8b737082a982c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;","notes":"Used the bound template with group_col=\"g\" and measure_col=\"-8.2027\". Cast measure_col to REAL because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83d23b12bf62165f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9540c9f17cafda1ca9ca0a3fedde4ab790111faf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7474, "bytes_utf8": 7474, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14586, "cached_input_tokens": 12032, "output_tokens": 564, "reasoning_output_tokens": 389}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eb65a6a519d673fef1aa3e1dc382ff20fbcc9071 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_87c6b7872fce3a52", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 12032, + "output_tokens": 564, + "total_tokens": 15150, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19528.49, + "sql_execution_elapsed_ms_total": 67.78, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a1b00b7f0d05bd2a15960c17579d26d2942131ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:19.055263+00:00", + "ended_at": "2026-05-19T15:32:38.583788+00:00", + "elapsed_ms": 19528.49, + "prompt_metrics": { + "chars": 7474, + "bytes_utf8": 7474, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1273, + "bytes_utf8": 1273, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 561, + "bytes_utf8": 561, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14586, + "cached_input_tokens": 12032, + "output_tokens": 564, + "reasoning_output_tokens": 389 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d374d3bdf919d43206e4ac6e651d931efd9b0afa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "item_col": "27.7004", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5356f74fbb672ea4834e38e848955774ec62f33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dd-d0f9-7340-9587-3e879464f752"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1986730, Requested 15221. Please try again in 58ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"27.7004\\\",\\n SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"0.1982\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"0.1982\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"27.7004\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"27.7004\\\", and measure_col=\\\"0.1982\\\". Cast the measure column from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14586,"cached_input_tokens":12032,"output_tokens":564,"reasoning_output_tokens":389}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38a46366f6b3c7657372a44505724d08e999b262 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"27.7004\",\n SUM(CAST(\"0.1982\" AS REAL)) AS total_measure,\n SUM(CAST(\"0.1982\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"0.1982\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"27.7004\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"g\", item_col=\"27.7004\", and measure_col=\"0.1982\". Cast the measure column from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87c6b7872fce3a52/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76c9b187aef8bcc9fe7fd061c8063e7aa790e693 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7060, "bytes_utf8": 7060, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7060, "bytes_utf8": 7060, "lines": 226, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 292, "bytes_utf8": 292, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14470, "cached_input_tokens": 12032, "output_tokens": 287, "reasoning_output_tokens": 194}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..11dc31806286924cfd5cff42d7a0a01e71a27d9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_87f965a2817822e6", + "api_calls": 0, + "input_tokens": 14470, + "cached_input_tokens": 12032, + "output_tokens": 287, + "total_tokens": 14757, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14569.19, + "sql_execution_elapsed_ms_total": 10.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e8703621297e88a82e49295dac87952cc4bfb8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:59.559738+00:00", + "ended_at": "2026-05-19T16:04:05.850547+00:00", + "elapsed_ms": 6290.78, + "returncode": 1, + "prompt_metrics": { + "chars": 7060, + "bytes_utf8": 7060, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4120b208d8cb7b30adf6b6be57baa2c2a6dfe987 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:06.852891+00:00", + "ended_at": "2026-05-19T16:04:15.131364+00:00", + "elapsed_ms": 8278.41, + "prompt_metrics": { + "chars": 7060, + "bytes_utf8": 7060, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 653, + "bytes_utf8": 653, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 292, + "bytes_utf8": 292, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14470, + "cached_input_tokens": 12032, + "output_tokens": 287, + "reasoning_output_tokens": 194 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..308a707ab93ccb38cc9bbcde33c965f45179da3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..308a707ab93ccb38cc9bbcde33c965f45179da3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..34bf19bb3541d43b1719635c46044d10fdf47483 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-d0c3-7b01-aced-52955aabd61e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c228e4b1aeb86765f545d3d1d692d6ab58ea517 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-d0c3-7b01-aced-52955aabd61e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f48fec30ad4dcdaafc5014f40e403df58d303909 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-ed73-7320-8e0e-eee8c34645d6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"support\\\" ASC, \\\"g\\\"\\nLIMIT 16;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to \\\"g\\\" and top_k set to 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14470,"cached_input_tokens":12032,"output_tokens":287,"reasoning_output_tokens":194}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7019a6789949467025237cb53b6f07a012b26204 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"g\",\n COUNT(*) AS \"support\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"support\" ASC, \"g\"\nLIMIT 16;","notes":"Uses the provided Low-Support Group Count template with group_col bound to \"g\" and top_k set to 16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_87f965a2817822e6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1ab9ee733bec1aab00f157ecca26e5487ae8eb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7626, "bytes_utf8": 7626, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 698, "bytes_utf8": 698, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 729, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2a8c4eecfc6aea081056c10581c82f33c06176e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8c2cdd3be80d046d", + "api_calls": 0, + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 729, + "total_tokens": 15330, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15101.89, + "sql_execution_elapsed_ms_total": 14.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b8b2dfb90ad2c22b11ce40d13d791aa75214d1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:50.988443+00:00", + "ended_at": "2026-05-19T15:48:06.090387+00:00", + "elapsed_ms": 15101.89, + "prompt_metrics": { + "chars": 7626, + "bytes_utf8": 7626, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1144, + "bytes_utf8": 1144, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 698, + "bytes_utf8": 698, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14601, + "cached_input_tokens": 13696, + "output_tokens": 729, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dda72593ff88ac47fc04a138d2015bbad5a4812c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94e8a82c46c1df6d4e7dd846ed509228650374f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-09cb-77a1-8b4f-2610bba612cb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"g\\\",\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT \\\"grp\\\".\\\"g\\\", \\\"grp\\\".\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS \\\"grp\\\"\\nCROSS JOIN \\\"total\\\" AS \\\"tot\\\"\\nWHERE \\\"grp\\\".\\\"group_value\\\" > \\\"tot\\\".\\\"total_value\\\" * 0.05\\nORDER BY \\\"grp\\\".\\\"group_value\\\" DESC;\",\"notes\":\"Uses the requested Relative-to-Total Extreme Threshold template with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". CAST to REAL is included because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14601,"cached_input_tokens":13696,"output_tokens":729,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..921a18826f15a96187677571adf26df1000f416b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT\n \"g\",\n SUM(CAST(\"81.8828\" AS REAL)) AS \"group_value\"\n FROM \"n11\"\n GROUP BY \"g\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT \"grp\".\"g\", \"grp\".\"group_value\"\nFROM \"grouped\" AS \"grp\"\nCROSS JOIN \"total\" AS \"tot\"\nWHERE \"grp\".\"group_value\" > \"tot\".\"total_value\" * 0.05\nORDER BY \"grp\".\"group_value\" DESC;","notes":"Uses the requested Relative-to-Total Extreme Threshold template with group_col=\"g\" and measure_col=\"81.8828\". CAST to REAL is included because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8c2cdd3be80d046d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67cf3cb77a9eb458d5b4e16c9f96908c7e3e7c3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 266, "bytes_utf8": 266, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14434, "cached_input_tokens": 12032, "output_tokens": 223, "reasoning_output_tokens": 145}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..33a89736458aa6660f4e329d524accb65f2cc4cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_911491806429624c", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 223, + "total_tokens": 14657, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12102.21, + "sql_execution_elapsed_ms_total": 4.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d5d87c82457c599719d1f2594baf5f61280562a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:20.208905+00:00", + "ended_at": "2026-05-19T15:31:32.311146+00:00", + "elapsed_ms": 12102.21, + "prompt_metrics": { + "chars": 6979, + "bytes_utf8": 6979, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 957, + "bytes_utf8": 957, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 266, + "bytes_utf8": 266, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 223, + "reasoning_output_tokens": 145 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6733d4c0e90604967f1f98ea6ec04696adc095b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cb26d3750a5c897482b1d46fd1aa0b88949e152 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dc-eb1c-7da0-b4c4-29eed958ff8b"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15069. Please try again in 452ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided grouped count template with group_col bound to \\\"g\\\" on the single table \\\"n11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14434,"cached_input_tokens":12032,"output_tokens":223,"reasoning_output_tokens":145}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99c6e4969e017264532d30b6d45eb124d68bc56b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS \"row_count\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"row_count\" DESC;","notes":"Applied the provided grouped count template with group_col bound to \"g\" on the single table \"n11\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_911491806429624c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d1d152eee14b00cf5f35148e3c5cb88423caf2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:36.383620+00:00", + "ended_at": "2026-05-19T16:01:39.377815+00:00", + "elapsed_ms": 2994.16, + "returncode": 1, + "prompt_metrics": { + "chars": 7016, + "bytes_utf8": 7016, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..530b3ec9823cf697c3718d57a7879f9c0a1db932 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:40.380434+00:00", + "ended_at": "2026-05-19T16:01:43.396302+00:00", + "elapsed_ms": 3015.82, + "returncode": 1, + "prompt_metrics": { + "chars": 7016, + "bytes_utf8": 7016, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88d6cbd41e77b83d864b7e945ec01c594c4c2218 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "0.1982", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..88d6cbd41e77b83d864b7e945ec01c594c4c2218 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "0.1982", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a61247a29d2cb1cc4574b92f2682e2d57704d61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-a1ac-7891-a20f-10f8e2e3f6f7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6a5b2c10e18af7ab134acf20a477633779e19df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-a1ac-7891-a20f-10f8e2e3f6f7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e0bbab2ead23e09d1a34f6cf375ed48ac921527 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-b121-7362-b86a-11ecb6761756"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..70493fedb08e511a574b79c19e87674905423351 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-b121-7362-b86a-11ecb6761756"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3fa93bcedc3ceadbebd9388414b4605fd3a1e088 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:15.151009+00:00", + "ended_at": "2026-05-19T16:04:19.503592+00:00", + "elapsed_ms": 4352.54, + "returncode": 1, + "prompt_metrics": { + "chars": 7231, + "bytes_utf8": 7231, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af373c75c3fe81e0e1d2984a4086f32f99fe61b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:20.506038+00:00", + "ended_at": "2026-05-19T16:04:23.783400+00:00", + "elapsed_ms": 3277.32, + "returncode": 1, + "prompt_metrics": { + "chars": 7231, + "bytes_utf8": 7231, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8130962381b02a94f24aff7e304bdd51f3da7ec6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8130962381b02a94f24aff7e304bdd51f3da7ec6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e4ff050186e1bfa6ecafb23feab34c4ad7d788a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-0db4-7f23-aeca-f9078a98b1fa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14f4fbc06e995e98d65bf09a868491b6dda12fc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-0db4-7f23-aeca-f9078a98b1fa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e43a3c651a37163a49badbbb83af514263d92b49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-2297-70d1-8b0a-15c90fedda56"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbe72a74fa5f75a305d846cbf907ec89eef9773e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-2297-70d1-8b0a-15c90fedda56"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9332f2f634ef00dd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eac5f458ef6b4345c0578ed1b755d5a5fd28c3ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7150, "bytes_utf8": 7150, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14477, "cached_input_tokens": 13696, "output_tokens": 299, "reasoning_output_tokens": 191}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..12372d384f19f7255ad43e81443fda8ae971aeb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_96c0aabcf3c8a01e", + "api_calls": 0, + "input_tokens": 14477, + "cached_input_tokens": 13696, + "output_tokens": 299, + "total_tokens": 14776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10968.18, + "sql_execution_elapsed_ms_total": 63.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d23cf3106963b9ab9d1ad4dd57f502e1e08c9c89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:54.866184+00:00", + "ended_at": "2026-05-19T15:41:05.834397+00:00", + "elapsed_ms": 10968.18, + "prompt_metrics": { + "chars": 7150, + "bytes_utf8": 7150, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 731, + "bytes_utf8": 731, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 373, + "bytes_utf8": 373, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14477, + "cached_input_tokens": 13696, + "output_tokens": 299, + "reasoning_output_tokens": 191 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ce3b2cbdda224abbc57ca99b13211e94ac6bbb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aea374dc418823a08cb05c01a7305e9e3638c974 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-afe1-70f3-94df-1283c148eaf9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"2.6449\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". Casted \\\"2.6449\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14477,"cached_input_tokens":13696,"output_tokens":299,"reasoning_output_tokens":191}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32010da2b1240e22685fe37fc09963d170fa7a1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"2.6449\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"g\" and measure_col=\"2.6449\". Casted \"2.6449\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_96c0aabcf3c8a01e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7db02cd37f9a67a93b5255742d5829abb0c90ef4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 277, "bytes_utf8": 277, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14434, "cached_input_tokens": 12032, "output_tokens": 190, "reasoning_output_tokens": 116}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..029f4efcdfafa9272ecfa2703a7761e2378bac52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9f61b37970c6e382", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 190, + "total_tokens": 14624, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14347.98, + "sql_execution_elapsed_ms_total": 4.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..710d41c1963409de71ee69ccaf23408797b26d1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:53.622069+00:00", + "ended_at": "2026-05-19T15:32:07.970077+00:00", + "elapsed_ms": 14347.98, + "prompt_metrics": { + "chars": 6979, + "bytes_utf8": 6979, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 623, + "bytes_utf8": 623, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 277, + "bytes_utf8": 277, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 190, + "reasoning_output_tokens": 116 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a45890760ece94c25ed7c5f77e6d5ded5c6f3a6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc77db2b61c796a8bd6d84af1c293f151a7d05d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-6da6-7621-8d48-c69708009bd2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"g\\\" to measure subgroup size distribution.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14434,"cached_input_tokens":12032,"output_tokens":190,"reasoning_output_tokens":116}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27bcf8f25ea34dace788af3d4159ff441431e096 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Uses the provided Grouped Count by Category template with group_col bound to \"g\" to measure subgroup size distribution."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4b3ec442bf5f53cf8b025fa0caeb5f9dc161f005 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:34.160608+00:00", + "ended_at": "2026-05-19T16:04:36.992726+00:00", + "elapsed_ms": 2832.09, + "returncode": 1, + "prompt_metrics": { + "chars": 7233, + "bytes_utf8": 7233, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a8b96a430a538fb1fc25753ba2f6b00c05ab220e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:37.994206+00:00", + "ended_at": "2026-05-19T16:04:40.762966+00:00", + "elapsed_ms": 2768.73, + "returncode": 1, + "prompt_metrics": { + "chars": 7233, + "bytes_utf8": 7233, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8f90d02a144e9789825866b37fdbc06dcf6112c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8f90d02a144e9789825866b37fdbc06dcf6112c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..937a0e82727b0d60800937a4df31571961be5c1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-57e2-7b12-9436-c777ac9004c9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb3962801f5baa7edf9ef172b43d706ff5d78b1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-57e2-7b12-9436-c777ac9004c9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d79eb3e6ed64d9d2d681825790bd0f00a3872935 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-6722-73b0-8b41-18bc0432335f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb9c9a35c4dfe16f51cb7bfae0630a7e17ec684d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-6722-73b0-8b41-18bc0432335f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a1076f1d5e141b81/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a9decd59807b322985d4e51a994a3bdce1f33fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14475, "cached_input_tokens": 13696, "output_tokens": 282, "reasoning_output_tokens": 179}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0fe030af3a56a2052cb1104d400d3b30698714ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a2e24be0d22aac85", + "api_calls": 0, + "input_tokens": 14475, + "cached_input_tokens": 13696, + "output_tokens": 282, + "total_tokens": 14757, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10297.7, + "sql_execution_elapsed_ms_total": 61.41, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0fb6d414426317f6eb6081c84466b4311d86ac33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:58.569978+00:00", + "ended_at": "2026-05-19T15:42:08.867723+00:00", + "elapsed_ms": 10297.7, + "prompt_metrics": { + "chars": 7149, + "bytes_utf8": 7149, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 733, + "bytes_utf8": 733, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 379, + "bytes_utf8": 379, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14475, + "cached_input_tokens": 13696, + "output_tokens": 282, + "reasoning_output_tokens": 179 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4318ee2ff5ada0058282e350919efe64d41bbfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5fc59ffb0eb8ad96a156e6da62c31f3f3b8b218 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-a8bf-7943-9056-19e85b9a9974"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the requested Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". CAST to REAL is used because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14475,"cached_input_tokens":13696,"output_tokens":282,"reasoning_output_tokens":179}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..175819504230dfa024ca6e3dbd45428ce09e74f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"27.7004\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Applied the requested Window Partition Average template with group_col=\"g\" and measure_col=\"27.7004\". CAST to REAL is used because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a2e24be0d22aac85/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ef39abdab910b85009627c4a184725aa94b07b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7067, "bytes_utf8": 7067, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 329, "bytes_utf8": 329, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12288, "output_tokens": 260, "reasoning_output_tokens": 163}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7f36929525e61bd4c77a7826927beb86897cb120 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a5747f899531e317", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12288, + "output_tokens": 260, + "total_tokens": 14725, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10307.9, + "sql_execution_elapsed_ms_total": 9.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fffb9bcd36b17fcdeb7e19a01a1a8c22085ba34a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:50.239543+00:00", + "ended_at": "2026-05-19T15:30:00.547469+00:00", + "elapsed_ms": 10307.9, + "prompt_metrics": { + "chars": 7067, + "bytes_utf8": 7067, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 683, + "bytes_utf8": 683, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 329, + "bytes_utf8": 329, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14465, + "cached_input_tokens": 12288, + "output_tokens": 260, + "reasoning_output_tokens": 163 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aeb6d2924ca486cca2c463cf08ec9ad59ae5d564 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..67499fd477e205bade9d17395059b7224588c975 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-8bbb-7c01-91ca-d0f3e8ed0590"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped-sum template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". CAST to REAL because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14465,"cached_input_tokens":12288,"output_tokens":260,"reasoning_output_tokens":163}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5dde06b3754c234fce40aa0bea5d106076b179c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;","notes":"Used the required grouped-sum template with group_col=\"g\" and measure_col=\"27.7004\". CAST to REAL because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5747f899531e317/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08d90fde088528219fd9eac8beddf03b9c6fc7b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7061, "bytes_utf8": 7061, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 290, "bytes_utf8": 290, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14470, "cached_input_tokens": 12032, "output_tokens": 304, "reasoning_output_tokens": 212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..757582b1a0d0132d116ab46bb20d23034fbe5824 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a7de929652495c30", + "api_calls": 0, + "input_tokens": 14470, + "cached_input_tokens": 12032, + "output_tokens": 304, + "total_tokens": 14774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8541.02, + "sql_execution_elapsed_ms_total": 4.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..82fd9ee2c0cca567a51894105ff98493e053b5c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:04.399252+00:00", + "ended_at": "2026-05-19T16:02:12.940291+00:00", + "elapsed_ms": 8541.02, + "prompt_metrics": { + "chars": 7061, + "bytes_utf8": 7061, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 651, + "bytes_utf8": 651, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 290, + "bytes_utf8": 290, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14470, + "cached_input_tokens": 12032, + "output_tokens": 304, + "reasoning_output_tokens": 212 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9be3f970ef55d6121a236318350cab0c617eb3c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ba90ec73e196893d82508a9c7653449ac110fea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-0ef3-7631-bada-c868560658ad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"support\\\" ASC, \\\"g\\\"\\nLIMIT 15;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"g\\\" and top_k set to 15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14470,"cached_input_tokens":12032,"output_tokens":304,"reasoning_output_tokens":212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76928f5e86de2e1b3eb9e58656cc53e9eac07cbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"g\",\n COUNT(*) AS \"support\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"support\" ASC, \"g\"\nLIMIT 15;","notes":"Applied the Low-Support Group Count template with group_col bound to \"g\" and top_k set to 15."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7de929652495c30/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..198710552d357d641f78b3e7d1e63d85002a0373 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7478, "bytes_utf8": 7478, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 562, "bytes_utf8": 562, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 12032, "output_tokens": 693, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f09a608e7dfa662c81c3b925a9660fcef7fa5ca1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a7f2400c1bce6c75", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 693, + "total_tokens": 15278, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13839.75, + "sql_execution_elapsed_ms_total": 78.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d507e347d8b26d5886628d25174ed5c40e800774 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:45.748860+00:00", + "ended_at": "2026-05-19T15:34:59.588642+00:00", + "elapsed_ms": 13839.75, + "prompt_metrics": { + "chars": 7478, + "bytes_utf8": 7478, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 942, + "bytes_utf8": 942, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 562, + "bytes_utf8": 562, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 693, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..906c876b393ddc600e01f090371e8ef55f94e19e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "item_col": "40.092", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..230307b97cb751acd6c9be6a4f8807febddd4d11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-0e17-7320-bbae-e80c23a533af"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"40.092\\\",\\n SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"-8.2027\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"-8.2027\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"40.092\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"40.092\\\", and measure_col=\\\"-8.2027\\\". Cast the measure column to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14585,"cached_input_tokens":12032,"output_tokens":693,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6bf4f924aa797077242e9669c56fedde5f6fac0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"40.092\",\n SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure,\n SUM(CAST(\"-8.2027\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"-8.2027\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"40.092\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"g\", item_col=\"40.092\", and measure_col=\"-8.2027\". Cast the measure column to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a7f2400c1bce6c75/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46c6974dc15b92b2d05ac5d85877b9cb67b6fd94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7619, "bytes_utf8": 7619, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 572, "bytes_utf8": 572, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14599, "cached_input_tokens": 12032, "output_tokens": 411, "reasoning_output_tokens": 251}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3c344107b8d9088889e3bf9a873c9a5c9714f98f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a86e435cdd0eac08", + "api_calls": 0, + "input_tokens": 14599, + "cached_input_tokens": 12032, + "output_tokens": 411, + "total_tokens": 15010, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9581.93, + "sql_execution_elapsed_ms_total": 13.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fc87d683b6f5e973957a075314e010d7a32e7d60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:46:29.359735+00:00", + "ended_at": "2026-05-19T15:46:38.941714+00:00", + "elapsed_ms": 9581.93, + "prompt_metrics": { + "chars": 7619, + "bytes_utf8": 7619, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 939, + "bytes_utf8": 939, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 572, + "bytes_utf8": 572, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14599, + "cached_input_tokens": 12032, + "output_tokens": 411, + "reasoning_output_tokens": 251 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a39e2d655d1c042d7435f39c0c699eb144f9c65a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e490059377aed25f2ff818c3f4de012abc2b3e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-ca80-7b71-99a2-a9657865dbd9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". Cast the measure column to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14599,"cached_input_tokens":12032,"output_tokens":411,"reasoning_output_tokens":251}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0baa650cd2042d7509053e0b2adfba15c1f0380f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the provided template with group_col=\"g\" and measure_col=\"22.011\". Cast the measure column to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a86e435cdd0eac08/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f812f3da69479622cd518e3f41836450851e99f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7057, "bytes_utf8": 7057, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 269, "bytes_utf8": 269, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14472, "cached_input_tokens": 12032, "output_tokens": 252, "reasoning_output_tokens": 170}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a010bd2dde001dd8d743735a4847bdd59c6a4602 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a91eca6456c8bf88", + "api_calls": 0, + "input_tokens": 14472, + "cached_input_tokens": 12032, + "output_tokens": 252, + "total_tokens": 14724, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7272.67, + "sql_execution_elapsed_ms_total": 4.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..424d8254fd0ac801bd824fcf800b4021121bf259 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:32.785156+00:00", + "ended_at": "2026-05-19T16:02:40.057854+00:00", + "elapsed_ms": 7272.67, + "prompt_metrics": { + "chars": 7057, + "bytes_utf8": 7057, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 622, + "bytes_utf8": 622, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 269, + "bytes_utf8": 269, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14472, + "cached_input_tokens": 12032, + "output_tokens": 252, + "reasoning_output_tokens": 170 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20b7416f8ca593fc5b2fb6d7224a75cc4b6151c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9361fbf263fe973bf3963990c81ab81130479e0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-7dfd-7021-ac8e-52131647fe2a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 12;\",\"notes\":\"Uses the requested Low-Support Group Count template with group_col bound to \\\"g\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14472,"cached_input_tokens":12032,"output_tokens":252,"reasoning_output_tokens":170}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..132fc67936ff130c1b886682db3affae6957612e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"g\",\n COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 12;","notes":"Uses the requested Low-Support Group Count template with group_col bound to \"g\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a91eca6456c8bf88/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2eabe994bc943e29681ee65e8d44cd6d14eff19f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:27.115847+00:00", + "ended_at": "2026-05-19T16:05:29.836473+00:00", + "elapsed_ms": 2720.6, + "returncode": 1, + "prompt_metrics": { + "chars": 7232, + "bytes_utf8": 7232, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d0cd458e78985cace63b224b5cb0ffa55e58090 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:30.838791+00:00", + "ended_at": "2026-05-19T16:05:33.660423+00:00", + "elapsed_ms": 2821.58, + "returncode": 1, + "prompt_metrics": { + "chars": 7232, + "bytes_utf8": 7232, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..617dcdd61a997e7ef421fb4e02402feb0b3ae52f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..617dcdd61a997e7ef421fb4e02402feb0b3ae52f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbd0786f04dc50b821819b0303dd0872c6cd1339 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-26ca-7693-b95d-7e0e1dc18f51"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e3112eb87c1aab5486e99cfaaec6e2b6499bfef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-26ca-7693-b95d-7e0e1dc18f51"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..733de515d7d25f12e5fc0781b793e924e4e31d4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-355d-7a20-9526-6ecef0c1497a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae23adf7e0436fc28c4d00f8a362e34c0e42c817 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-355d-7a20-9526-6ecef0c1497a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a97047c3a10a2405/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4a20dc3808e4418570b1ca6bbe5de504c1c803a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7251, "bytes_utf8": 7251, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7251, "bytes_utf8": 7251, "lines": 228, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1785, "bytes_utf8": 1785, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 12032, "output_tokens": 2034, "reasoning_output_tokens": 1434}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dbd28da8dcaf07543ec613c3cf57c59edbba2e80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_aba6237aedfe66e0", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 12032, + "output_tokens": 2034, + "total_tokens": 16537, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33805.95, + "sql_execution_elapsed_ms_total": 102.84, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9bc4b7b95b4d0617ceaae25d8bdd5e42ece74b31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:26.317308+00:00", + "ended_at": "2026-05-19T15:54:29.573523+00:00", + "elapsed_ms": 3256.18, + "returncode": 1, + "prompt_metrics": { + "chars": 7251, + "bytes_utf8": 7251, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4317a83c6a3cf1aa213e8938a752749fb93f8c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:30.576173+00:00", + "ended_at": "2026-05-19T15:55:01.126036+00:00", + "elapsed_ms": 30549.77, + "prompt_metrics": { + "chars": 7251, + "bytes_utf8": 7251, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2385, + "bytes_utf8": 2385, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1785, + "bytes_utf8": 1785, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14503, + "cached_input_tokens": 12032, + "output_tokens": 2034, + "reasoning_output_tokens": 1434 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..187df790e0b2893ca10ff7b4070aa634abb1d858 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..187df790e0b2893ca10ff7b4070aa634abb1d858 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..53b33fc9204a0d5604bdedaf9e0cd5fa27520c2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-1198-7793-8c68-105b747ee6c9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a681a28e3049eeed45ddc958f23e6e23f4d42220 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-1198-7793-8c68-105b747ee6c9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0ad248ca40b70d36c5f918d2dc520506e1f1e58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-222d-7520-be99-9dfb85654d83"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"g\\\",\\n CAST(\\\"81.8828\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"81.8828\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"81.8828\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"g\\\",\\n (0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS \\\"pos\\\",\\n CAST((0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN ((0.95 * (\\\"cnt\\\" - 1)) + 1.0) = CAST((0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER)\\n THEN CAST((0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER)\\n ELSE CAST((0.95 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"g\\\",\\n p.\\\"pos\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"g\\\" = p.\\\"g\\\"\\n GROUP BY p.\\\"g\\\", p.\\\"pos\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n CASE\\n WHEN \\\"lower_value\\\" IS NULL THEN NULL\\n WHEN \\\"upper_value\\\" IS NULL OR \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"pos\\\" - CAST(\\\"pos\\\" AS INTEGER)) * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Uses the planned grouped-percentile structure with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". Because SQLite does not support PERCENTILE_CONT, this emulates the 95th percentile via window functions and linear interpolation, casting the TEXT measure column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14503,"cached_input_tokens":12032,"output_tokens":2034,"reasoning_output_tokens":1434}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d3e8c762116ff0c1a4476a009b979795a7b0d6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"g\" AS \"g\",\n CAST(\"81.8828\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"81.8828\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"81.8828\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"g\",\n (0.95 * (\"cnt\" - 1)) + 1.0 AS \"pos\",\n CAST((0.95 * (\"cnt\" - 1)) + 1.0 AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN ((0.95 * (\"cnt\" - 1)) + 1.0) = CAST((0.95 * (\"cnt\" - 1)) + 1.0 AS INTEGER)\n THEN CAST((0.95 * (\"cnt\" - 1)) + 1.0 AS INTEGER)\n ELSE CAST((0.95 * (\"cnt\" - 1)) + 1.0 AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n p.\"g\",\n p.\"pos\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure\" END) AS \"lower_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure\" END) AS \"upper_value\"\n FROM \"positions\" AS p\n JOIN \"ordered\" AS o\n ON o.\"g\" = p.\"g\"\n GROUP BY p.\"g\", p.\"pos\"\n)\nSELECT\n \"g\",\n CASE\n WHEN \"lower_value\" IS NULL THEN NULL\n WHEN \"upper_value\" IS NULL OR \"pos\" = CAST(\"pos\" AS INTEGER) THEN \"lower_value\"\n ELSE \"lower_value\" + (\"pos\" - CAST(\"pos\" AS INTEGER)) * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"Uses the planned grouped-percentile structure with group_col=\"g\" and measure_col=\"81.8828\". Because SQLite does not support PERCENTILE_CONT, this emulates the 95th percentile via window functions and linear interpolation, casting the TEXT measure column to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d41cf99e958a399938065991a5554b86d588d34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7154, "bytes_utf8": 7154, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14477, "cached_input_tokens": 13696, "output_tokens": 528, "reasoning_output_tokens": 398}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e2139f1a681af0609fb443fdddfa4d5ce1e76b67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ae1f830e608eb54a", + "api_calls": 0, + "input_tokens": 14477, + "cached_input_tokens": 13696, + "output_tokens": 528, + "total_tokens": 15005, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14472.22, + "sql_execution_elapsed_ms_total": 49.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c9b4cf9e27779cacfa3361cdbc5d3f50fd127325 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:05.820260+00:00", + "ended_at": "2026-05-19T15:40:20.292516+00:00", + "elapsed_ms": 14472.22, + "prompt_metrics": { + "chars": 7154, + "bytes_utf8": 7154, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 837, + "bytes_utf8": 837, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 473, + "bytes_utf8": 473, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14477, + "cached_input_tokens": 13696, + "output_tokens": 528, + "reasoning_output_tokens": 398 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc3ad144260890396d114edefb351dab7b4e4d8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd6d2da9938252ec67e50a68cf0919d19b4dfa88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-f051-7452-8e10-d12a527af9ba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n AND \\\"28.7967\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". Cast the measure from TEXT to REAL for SQLite numeric aggregation and filtered NULLs for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14477,"cached_input_tokens":13696,"output_tokens":528,"reasoning_output_tokens":398}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ce8378ee7d663c34cc662ba2a5d0fa1294d1f67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"28.7967\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nWHERE \"g\" IS NOT NULL\n AND \"28.7967\" IS NOT NULL\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"g\" and measure_col=\"28.7967\". Cast the measure from TEXT to REAL for SQLite numeric aggregation and filtered NULLs for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae1f830e608eb54a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5aaa516e31c4c2ff04d6c6621dca73345569482 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7057, "bytes_utf8": 7057, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 288, "bytes_utf8": 288, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14469, "cached_input_tokens": 13696, "output_tokens": 292, "reasoning_output_tokens": 205}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cc586d63c78edd7670ecc67cae6b37eb2da901ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ae69e103bfcb52de", + "api_calls": 0, + "input_tokens": 14469, + "cached_input_tokens": 13696, + "output_tokens": 292, + "total_tokens": 14761, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8116.05, + "sql_execution_elapsed_ms_total": 7.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d7fad0b975b069894c1f863cbbcf8e1d8356bd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:52.492043+00:00", + "ended_at": "2026-05-19T16:03:00.608138+00:00", + "elapsed_ms": 8116.05, + "prompt_metrics": { + "chars": 7057, + "bytes_utf8": 7057, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 641, + "bytes_utf8": 641, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 288, + "bytes_utf8": 288, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14469, + "cached_input_tokens": 13696, + "output_tokens": 292, + "reasoning_output_tokens": 205 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed87cdc211d1713c9292c30f82be1e3c74343c86 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "g", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd196dcaa2b3914c9f6b05a509b91d2ee6c80a52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-cae6-7002-bfa1-cafdfac609b6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2.\\nSELECT\\n \\\"g\\\",\\n COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 13;\",\"notes\":\"Applied the planned Low-Support Group Count template with \\\"g\\\" as the grouping column and LIMIT 13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14469,"cached_input_tokens":13696,"output_tokens":292,"reasoning_output_tokens":205}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee76bcbd7caf952db7942c34568e24b87968f342 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2.\nSELECT\n \"g\",\n COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 13;","notes":"Applied the planned Low-Support Group Count template with \"g\" as the grouping column and LIMIT 13."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ae69e103bfcb52de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23143fffa3427951756b8edecabc480d56e72ed1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:45.328715+00:00", + "ended_at": "2026-05-19T15:57:48.644553+00:00", + "elapsed_ms": 3315.81, + "returncode": 1, + "prompt_metrics": { + "chars": 7243, + "bytes_utf8": 7243, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b5118da346a8cbdcb59e44d201e0d0ae8dd239e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:57:49.647414+00:00", + "ended_at": "2026-05-19T15:57:53.010935+00:00", + "elapsed_ms": 3363.47, + "returncode": 1, + "prompt_metrics": { + "chars": 7243, + "bytes_utf8": 7243, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca8eedbaa1d288bb9a7aa6a53b418b08b05ca059 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca8eedbaa1d288bb9a7aa6a53b418b08b05ca059 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9eebde7f4e228e68182613f59571913a4f1ac03e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-1b1e-7573-a459-3636e5797431"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ec8f1ac85e81c7d15a61e09c4fb13a7d411ac99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-1b1e-7573-a459-3636e5797431"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71719cf44a0e463c5eb963d5f364de02d457ad72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-2bc8-7930-83a8-d484fcff9d7e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b749dec3b9ed2f1abd1b62698422e95a71dd079 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-2bc8-7930-83a8-d484fcff9d7e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08261a6b4a119ea1c6de715726c899c0dd20a3d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7469, "bytes_utf8": 7469, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 539, "bytes_utf8": 539, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 13696, "output_tokens": 649, "reasoning_output_tokens": 476}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b08a01d3f9fbbb6c7456f198e4d502f7f5c49fca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b0080b422fb831ce", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 649, + "total_tokens": 15234, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13253.46, + "sql_execution_elapsed_ms_total": 71.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..04072b5ebd160ecccf205cb9bd5017c025052c39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:09.113663+00:00", + "ended_at": "2026-05-19T15:37:22.367154+00:00", + "elapsed_ms": 13253.46, + "prompt_metrics": { + "chars": 7469, + "bytes_utf8": 7469, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 919, + "bytes_utf8": 919, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 539, + "bytes_utf8": 539, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 649, + "reasoning_output_tokens": 476 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..573e87d8ab75534d8996d9e48b057f1f8593167c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "item_col": "0.3918", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de2b2b5773fe56740685c3492e59a12662426045 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-3e09-7183-90ca-9dda277efe31"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"0.3918\\\",\\n SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"2.6449\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"2.6449\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"0.3918\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the requested template with group_col=\\\"g\\\", item_col=\\\"0.3918\\\", and measure_col=\\\"2.6449\\\". The measure column is cast from TEXT to REAL so SQLite can aggregate it numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14585,"cached_input_tokens":13696,"output_tokens":649,"reasoning_output_tokens":476}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcb0c827e594aecad86d861cbe61d0ad30bc0558 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"0.3918\",\n SUM(CAST(\"2.6449\" AS REAL)) AS total_measure,\n SUM(CAST(\"2.6449\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"2.6449\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"0.3918\"\nORDER BY share_within_group DESC;","notes":"Uses the requested template with group_col=\"g\", item_col=\"0.3918\", and measure_col=\"2.6449\". The measure column is cast from TEXT to REAL so SQLite can aggregate it numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b0080b422fb831ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..91fa659d47605bcdef942739568cd8f6d3e56c78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:01.000533+00:00", + "ended_at": "2026-05-19T16:06:04.685127+00:00", + "elapsed_ms": 3684.56, + "returncode": 1, + "prompt_metrics": { + "chars": 7232, + "bytes_utf8": 7232, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0028668674e7485e50c1ef66c5b9437243452bed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:05.686542+00:00", + "ended_at": "2026-05-19T16:06:08.671312+00:00", + "elapsed_ms": 2984.74, + "returncode": 1, + "prompt_metrics": { + "chars": 7232, + "bytes_utf8": 7232, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d2b3ca73a2d1171810ab86877f031a21f0a8163 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d2b3ca73a2d1171810ab86877f031a21f0a8163 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ab33da63f2b3bbca43825ae0e57869d264c7945 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-abb5-7892-ac20-a2637ef9c43f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7613a63647dd8658adb16320c18de5423c50f1b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-abb5-7892-ac20-a2637ef9c43f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7104bdc2c26a961e442583ce09d69a0a8b2ddd87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-bd97-70a2-b84d-a36c4ff243ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9193ae426cd2b07b78f0e19cea9c6dd8f4e326b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-bd97-70a2-b84d-a36c4ff243ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b2f4768cc9e9f6d3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b47086098a300537b66893e316c51aa4c86ec421 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 282, "bytes_utf8": 282, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14434, "cached_input_tokens": 12032, "output_tokens": 185, "reasoning_output_tokens": 109}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8eef97cf1d92e9bbf23c8cf410b605c852991de4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b56493de957b2814", + "api_calls": 0, + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 185, + "total_tokens": 14619, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14041.2, + "sql_execution_elapsed_ms_total": 5.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb924a2b50b595120469295bc1f60670c7469662 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:31:39.571505+00:00", + "ended_at": "2026-05-19T15:31:53.612748+00:00", + "elapsed_ms": 14041.2, + "prompt_metrics": { + "chars": 6979, + "bytes_utf8": 6979, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1294, + "bytes_utf8": 1294, + "lines": 6, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 282, + "bytes_utf8": 282, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14434, + "cached_input_tokens": 12032, + "output_tokens": 185, + "reasoning_output_tokens": 109 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83b46b68cd6b9a9bd1db72c377f1fbc12b9bafc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb05e4f800b46c638eff79b484b301806cc19d07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40dd-36ba-7e02-9b70-56026affc991"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1996726, Requested 15069. Please try again in 353ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 15069. Please try again in 452ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"g\\\" to show count distribution by target class.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14434,"cached_input_tokens":12032,"output_tokens":185,"reasoning_output_tokens":109}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6506a5345fb3e3d29c068da4a81a3ab308255e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Uses the provided Grouped Count by Category template with group_col bound to \"g\" to show count distribution by target class."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b56493de957b2814/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8139085a6b32604d7b793dd09b20bcfd5c4fd5da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7467, "bytes_utf8": 7467, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 536, "bytes_utf8": 536, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 12032, "output_tokens": 599, "reasoning_output_tokens": 428}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7e2412d30752105a7c9c88b26e2ee8259537e74a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b655b6a9237f41cc", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 599, + "total_tokens": 15184, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12179.54, + "sql_execution_elapsed_ms_total": 48.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b76b0ac71c56fd8ea95ca14a3075391d24822f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:22.444623+00:00", + "ended_at": "2026-05-19T15:37:34.624191+00:00", + "elapsed_ms": 12179.54, + "prompt_metrics": { + "chars": 7467, + "bytes_utf8": 7467, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 916, + "bytes_utf8": 916, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 536, + "bytes_utf8": 536, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 599, + "reasoning_output_tokens": 428 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b25ae117ad9e92310031c72ce8c9037653702b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "item_col": "0.1982", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f88b6a4eb7dd35fcfdf9c81ebd656b6acb2ec32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-720e-72a3-a457-64a0a7e76502"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"0.1982\\\",\\n SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"0.3918\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"0.3918\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"0.1982\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"g\\\", item_col=\\\"0.1982\\\", and measure_col=\\\"0.3918\\\". Cast the measure to REAL because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14585,"cached_input_tokens":12032,"output_tokens":599,"reasoning_output_tokens":428}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb1d7ae943ada3b64ad284a8f0c6a93432e5c421 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"0.1982\",\n SUM(CAST(\"0.3918\" AS REAL)) AS total_measure,\n SUM(CAST(\"0.3918\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"0.3918\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"0.1982\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"g\", item_col=\"0.1982\", and measure_col=\"0.3918\". Cast the measure to REAL because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b655b6a9237f41cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1d574109ff1540d059400537f73cb49a9bed153 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7474, "bytes_utf8": 7474, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 554, "bytes_utf8": 554, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14586, "cached_input_tokens": 12032, "output_tokens": 541, "reasoning_output_tokens": 365}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1ad9bc5a183059ce5f27f0fb0420c813cc903cc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b88105c5eccf2f1b", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 12032, + "output_tokens": 541, + "total_tokens": 15127, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11324.83, + "sql_execution_elapsed_ms_total": 36.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c07a4c8f825a3c0dd84d55a8217a2e50b3c6cbad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:34.677318+00:00", + "ended_at": "2026-05-19T15:37:46.002179+00:00", + "elapsed_ms": 11324.83, + "prompt_metrics": { + "chars": 7474, + "bytes_utf8": 7474, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 934, + "bytes_utf8": 934, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 554, + "bytes_utf8": 554, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14586, + "cached_input_tokens": 12032, + "output_tokens": 541, + "reasoning_output_tokens": 365 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7661fff03cb589a0f6649a4a813be964e60d6b0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "item_col": "0.1982", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..723185ed438bca065fa4b16445cd0f94cdd88751 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-a201-7a02-8f59-0e991b1bf561"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"0.1982\\\",\\n SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"0.3918\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"0.3918\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"0.1982\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"0.1982\\\", and measure_col=\\\"0.3918\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14586,"cached_input_tokens":12032,"output_tokens":541,"reasoning_output_tokens":365}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db20f8f5ad50aac1755aba6044d356f352ef3762 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"0.1982\",\n SUM(CAST(\"0.3918\" AS REAL)) AS total_measure,\n SUM(CAST(\"0.3918\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"0.3918\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"0.1982\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"g\", item_col=\"0.1982\", and measure_col=\"0.3918\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_b88105c5eccf2f1b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a895844e04490826f2ea4ff66a3dd631a73eff00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14476, "cached_input_tokens": 12032, "output_tokens": 270, "reasoning_output_tokens": 162}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..654a2046a9d0091021f5e671479bcd5ee25bbac8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ba9c20951d2c0f4a", + "api_calls": 0, + "input_tokens": 14476, + "cached_input_tokens": 12032, + "output_tokens": 270, + "total_tokens": 14746, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7631.59, + "sql_execution_elapsed_ms_total": 33.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..912043a321dfc3c5251d0a4a40e0692eea0a0213 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:41:50.899155+00:00", + "ended_at": "2026-05-19T15:41:58.530768+00:00", + "elapsed_ms": 7631.59, + "prompt_metrics": { + "chars": 7149, + "bytes_utf8": 7149, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 377, + "bytes_utf8": 377, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14476, + "cached_input_tokens": 12032, + "output_tokens": 270, + "reasoning_output_tokens": 162 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9acb79f68b0e2484a390caf0d374ca12c41164d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e557734518fed4a3af174d2aee00d3972ff1d8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-8adb-7cc3-b834-6fd71d008a7b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the requested Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Casted \\\"0.1982\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14476,"cached_input_tokens":12032,"output_tokens":270,"reasoning_output_tokens":162}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb4efd0d0b235d1275c63abdd7978368e389f996 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"0.1982\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Applied the requested Window Partition Average template with group_col=\"g\" and measure_col=\"0.1982\". Casted \"0.1982\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9c20951d2c0f4a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d18a1ee59f5eaa279c3c741128e8944452a53f1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:16.263891+00:00", + "ended_at": "2026-05-19T16:06:19.336645+00:00", + "elapsed_ms": 3072.73, + "returncode": 1, + "prompt_metrics": { + "chars": 7238, + "bytes_utf8": 7238, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf3b97bc2993d5f68b46c5b5dfcf9f55ff14031a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:20.339022+00:00", + "ended_at": "2026-05-19T16:06:23.979256+00:00", + "elapsed_ms": 3640.19, + "returncode": 1, + "prompt_metrics": { + "chars": 7238, + "bytes_utf8": 7238, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34f5295134908828036fddf6dd805d6aeb3546d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..34f5295134908828036fddf6dd805d6aeb3546d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e1b8c9aa8b2c283d7201b9d4f81a6997f8f35e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-e6f1-7d63-a3f6-a357d14d6c82"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ae0104beb0856d3f4aa8c87e1ef061fcd8f5f2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-e6f1-7d63-a3f6-a357d14d6c82"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32a2fb4b51f8a01fd575e1d4c7273039db204aed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f6b0-7c03-95d7-f4957d7bc534"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..56aaf5ed9bcea6d4fbc639096645f97cb163acbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f6b0-7c03-95d7-f4957d7bc534"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..66684a18689bb7c3887b55db1ef0f9e788080bd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:44.523775+00:00", + "ended_at": "2026-05-19T16:05:47.765975+00:00", + "elapsed_ms": 3242.17, + "returncode": 1, + "prompt_metrics": { + "chars": 7237, + "bytes_utf8": 7237, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ffa081fb28d8a87ecfaf82d2dd61a8f4f99a091a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:48.767811+00:00", + "ended_at": "2026-05-19T16:05:52.853930+00:00", + "elapsed_ms": 4086.09, + "returncode": 1, + "prompt_metrics": { + "chars": 7237, + "bytes_utf8": 7237, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3afb73e990c44f0b555c3c542d05b4ec336634a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3afb73e990c44f0b555c3c542d05b4ec336634a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec6b95a845958199c72a5c168ea6564a50bff9fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-6ae1-78a0-ac33-2ccaa3a95813"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a04c152d55985d7d8eaad7425c6d517262cc957e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-6ae1-78a0-ac33-2ccaa3a95813"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5684ab47c6568cf9dd5dbabeb48ecdd4e38887a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-7b5c-7c60-b6d3-039909eab711"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8a553fab6fc2f52ac2bbbc3739b8e1ac4075b2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-7b5c-7c60-b6d3-039909eab711"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bd21e47c1f8c123a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..548d01ea582bb76f9c7b4975336288be684a1549 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 563, "bytes_utf8": 563, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14519, "cached_input_tokens": 13696, "output_tokens": 690, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae0174aaaefc627edeeb9b99ee38f254b38194af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_bef775df822ee4d2", + "api_calls": 0, + "input_tokens": 14519, + "cached_input_tokens": 13696, + "output_tokens": 690, + "total_tokens": 15209, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17904.37, + "sql_execution_elapsed_ms_total": 57.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c926bb162fb87430382a763247f485296b8e723f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:44:04.340426+00:00", + "ended_at": "2026-05-19T15:44:22.244832+00:00", + "elapsed_ms": 17904.37, + "prompt_metrics": { + "chars": 7250, + "bytes_utf8": 7250, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1284, + "bytes_utf8": 1284, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 563, + "bytes_utf8": 563, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14519, + "cached_input_tokens": 13696, + "output_tokens": 690, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2591e26f02ec099c11a36f21c564673b60b8d4d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=22.011.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f7ec1fd718ea3b2799aa035755ac606b6a8e612 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e8-9416-7cc3-908d-da5206587faa"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1993530, Requested 15154. Please try again in 260ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"22.011\\\" AS REAL) AS \\\"22.011\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"22.011\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"22.011\\\" IS NOT NULL\\n)\\nSELECT \\\"22.011\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"22.011\\\" DESC;\",\"notes\":\"Applied the requested Quantile Tail Slice template on \\\"22.011\\\" with 10 tiles. Because the schema stores values as TEXT, the query casts \\\"22.011\\\" to REAL so SQLite ranks the numeric tail correctly.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14519,"cached_input_tokens":13696,"output_tokens":690,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77d821f5723deb08f506529b3a09dd2b0ea6d805 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"22.011\" AS REAL) AS \"22.011\",\n NTILE(10) OVER (ORDER BY CAST(\"22.011\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n11\"\n WHERE \"22.011\" IS NOT NULL\n)\nSELECT \"22.011\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"22.011\" DESC;","notes":"Applied the requested Quantile Tail Slice template on \"22.011\" with 10 tiles. Because the schema stores values as TEXT, the query casts \"22.011\" to REAL so SQLite ranks the numeric tail correctly."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bef775df822ee4d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..554873d85fe9cc80d7276c19b81a87c63fa927b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7063, "bytes_utf8": 7063, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 274, "reasoning_output_tokens": 175}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2a34879b61b0860c95973984e5f72da735eb5bc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c05fef2945e4055b", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 274, + "total_tokens": 14739, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7392.63, + "sql_execution_elapsed_ms_total": 8.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fbebd1b7ae8f19733b567a52bfa1974cd9864045 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:07.659516+00:00", + "ended_at": "2026-05-19T15:29:15.052176+00:00", + "elapsed_ms": 7392.63, + "prompt_metrics": { + "chars": 7063, + "bytes_utf8": 7063, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 698, + "bytes_utf8": 698, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 344, + "bytes_utf8": 344, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 274, + "reasoning_output_tokens": 175 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0be99b173b849f32386cf6ae6b6526cfc43fd44b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf6a9f9f5d7c59994b7680b0e6a57e0a15076a0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-e558-7673-bc9e-51e7d5a001e6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided grouped numeric sum template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14465,"cached_input_tokens":12032,"output_tokens":274,"reasoning_output_tokens":175}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d69a5376121b75c1c0ae5e97041c91fb4369328 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;","notes":"Applied the provided grouped numeric sum template with group_col=\"g\" and measure_col=\"0.3918\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c05fef2945e4055b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92b15794193f51aec4b23cc08b7f99e0d58e731a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7248, "bytes_utf8": 7248, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1460, "bytes_utf8": 1460, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 2626, "reasoning_output_tokens": 2150}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ed520b997e91de96a2c8df24d84778be35fc5d3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c419c06dbd3f6f62", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2626, + "total_tokens": 17129, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 39903.73, + "sql_execution_elapsed_ms_total": 68.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..784f3d664a49d3c2395e8406d18c18186ff70def --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:49.991680+00:00", + "ended_at": "2026-05-19T15:56:29.895442+00:00", + "elapsed_ms": 39903.73, + "prompt_metrics": { + "chars": 7248, + "bytes_utf8": 7248, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2048, + "bytes_utf8": 2048, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1460, + "bytes_utf8": 1460, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2626, + "reasoning_output_tokens": 2150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e87e6ba70bcfaa3a8db27fea6028ffd61aef4f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c710faf84814f82c794ef8f153faf64d3fda8ca5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-5889-7050-8fc6-0ee6b32e359d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"28.7967\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"28.7967\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n 1.0 + (\\\"cnt\\\" - 1) * 0.9 AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"pos\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lo\\\",\\n CAST(\\\"pos\\\" AS INTEGER) + CASE\\n WHEN \\\"pos\\\" > CAST(\\\"pos\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi\\\"\\n FROM \\\"positions\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n CASE\\n WHEN MAX(\\\"lo\\\") = MAX(\\\"hi\\\") THEN MAX(CASE WHEN \\\"rn\\\" = \\\"lo\\\" THEN \\\"measure_value\\\" END)\\n ELSE MAX(CASE WHEN \\\"rn\\\" = \\\"lo\\\" THEN \\\"measure_value\\\" END) * (MAX(\\\"hi\\\") - MAX(\\\"pos\\\"))\\n + MAX(CASE WHEN \\\"rn\\\" = \\\"hi\\\" THEN \\\"measure_value\\\" END) * (MAX(\\\"pos\\\") - MAX(\\\"lo\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible emulation of PERCENTILE_CONT(0.9) by group using window functions and linear interpolation; casts \\\"28.7967\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14503,"cached_input_tokens":13696,"output_tokens":2626,"reasoning_output_tokens":2150}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a63a58dc5a83920aff2e9553478471325255f6de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"28.7967\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"28.7967\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"28.7967\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT\n \"group_col\",\n \"measure_value\",\n \"rn\",\n 1.0 + (\"cnt\" - 1) * 0.9 AS \"pos\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n \"group_col\",\n \"measure_value\",\n \"rn\",\n \"pos\",\n CAST(\"pos\" AS INTEGER) AS \"lo\",\n CAST(\"pos\" AS INTEGER) + CASE\n WHEN \"pos\" > CAST(\"pos\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"hi\"\n FROM \"positions\"\n)\nSELECT\n \"group_col\" AS \"g\",\n CASE\n WHEN MAX(\"lo\") = MAX(\"hi\") THEN MAX(CASE WHEN \"rn\" = \"lo\" THEN \"measure_value\" END)\n ELSE MAX(CASE WHEN \"rn\" = \"lo\" THEN \"measure_value\" END) * (MAX(\"hi\") - MAX(\"pos\"))\n + MAX(CASE WHEN \"rn\" = \"hi\" THEN \"measure_value\" END) * (MAX(\"pos\") - MAX(\"lo\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nGROUP BY \"group_col\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible emulation of PERCENTILE_CONT(0.9) by group using window functions and linear interpolation; casts \"28.7967\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e03af295ded236675e3319f070deab1809a426a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:23.982329+00:00", + "ended_at": "2026-05-19T16:06:27.174683+00:00", + "elapsed_ms": 3192.33, + "returncode": 1, + "prompt_metrics": { + "chars": 7239, + "bytes_utf8": 7239, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f886d6158d1c15f4ec4eca4ca29ab489935d0110 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:28.176271+00:00", + "ended_at": "2026-05-19T16:06:31.420046+00:00", + "elapsed_ms": 3243.74, + "returncode": 1, + "prompt_metrics": { + "chars": 7239, + "bytes_utf8": 7239, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a3d1cbfade663874bed07b6d8759507ba540a9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a3d1cbfade663874bed07b6d8759507ba540a9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d35c47e86c825970811b79380243cb8e0ad8dd60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-04f1-75c3-876e-91c351ad10c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20d2368958222f06faa074db5d873b245786177e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-04f1-75c3-876e-91c351ad10c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..451c460d7d2be1f01163bd7b4a5c94bd4a5435d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-156d-72b2-a4cb-e76a2553d1a9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bee899d33b454339ce07a2275851dfc400655b49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-156d-72b2-a4cb-e76a2553d1a9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c7174311636edb90/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d73f8d76f7064c0e3a3c36b8a6a0d3e5588b318 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7474, "bytes_utf8": 7474, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 546, "bytes_utf8": 546, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14584, "cached_input_tokens": 13696, "output_tokens": 584, "reasoning_output_tokens": 412}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6fdf727623c29d3b309f11095ac35e6752466949 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c8a613b47915ae1e", + "api_calls": 0, + "input_tokens": 14584, + "cached_input_tokens": 13696, + "output_tokens": 584, + "total_tokens": 15168, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12109.08, + "sql_execution_elapsed_ms_total": 67.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c5617710bb8fcfb790d46feb7e174c8ee2f46202 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:05.301791+00:00", + "ended_at": "2026-05-19T15:34:17.410898+00:00", + "elapsed_ms": 12109.08, + "prompt_metrics": { + "chars": 7474, + "bytes_utf8": 7474, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 926, + "bytes_utf8": 926, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 546, + "bytes_utf8": 546, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14584, + "cached_input_tokens": 13696, + "output_tokens": 584, + "reasoning_output_tokens": 412 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6be447fa07cfd7ca125638a44329a2ef2274419a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "item_col": "-8.2027", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d1a4cba7c386ab3ff9df79ca03cb26febd74462 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-6ff2-7572-83e0-11e235f350e7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"-8.2027\\\",\\n SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"22.011\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"22.011\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"-8.2027\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"-8.2027\\\", and measure_col=\\\"22.011\\\". Cast the measure from TEXT to REAL for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14584,"cached_input_tokens":13696,"output_tokens":584,"reasoning_output_tokens":412}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4decf6feac0558d8aea91ab6da5a83e32fbb556f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"-8.2027\",\n SUM(CAST(\"22.011\" AS REAL)) AS total_measure,\n SUM(CAST(\"22.011\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"22.011\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"-8.2027\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"g\", item_col=\"-8.2027\", and measure_col=\"22.011\". Cast the measure from TEXT to REAL for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_c8a613b47915ae1e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f598098957a92bd3be05609b68dc8a466e382330 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7246, "bytes_utf8": 7246, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1644, "bytes_utf8": 1644, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14501, "cached_input_tokens": 13696, "output_tokens": 1098, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f929d65e2bf54efcc89ffe0bbddb298b231b5de6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_cc68457d1c8490c1", + "api_calls": 0, + "input_tokens": 14501, + "cached_input_tokens": 13696, + "output_tokens": 1098, + "total_tokens": 15599, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19617.53, + "sql_execution_elapsed_ms_total": 70.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..598a214caf5209c5ba26337fe9df6170ad3d338c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:00.507857+00:00", + "ended_at": "2026-05-19T15:51:20.125416+00:00", + "elapsed_ms": 19617.53, + "prompt_metrics": { + "chars": 7246, + "bytes_utf8": 7246, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2248, + "bytes_utf8": 2248, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1644, + "bytes_utf8": 1644, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14501, + "cached_input_tokens": 13696, + "output_tokens": 1098, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..228526be32bdbe136d66246d55a6d365b1f09a63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb668d14876be1aae794f71c9a5f83c79f444354 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-edb8-7d22-9b66-b2e2240eb33e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"g\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER)\\n THEN CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER)\\n ELSE CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"g\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n lo.\\\"measure_value\\\" AS \\\"lower_val\\\",\\n hi.\\\"measure_value\\\" AS \\\"upper_val\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ordered\\\" AS lo\\n ON lo.\\\"g\\\" = p.\\\"g\\\"\\n AND lo.\\\"rn\\\" = p.\\\"lower_rn\\\"\\n JOIN \\\"ordered\\\" AS hi\\n ON hi.\\\"g\\\" = p.\\\"g\\\"\\n AND hi.\\\"rn\\\" = p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible emulation of the 90th percentile for grouped values using linear interpolation on CAST(\\\"22.011\\\" AS REAL), since SQLite does not support PERCENTILE_CONT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14501,"cached_input_tokens":13696,"output_tokens":1098,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa8174764a9f1a573eb935c449507418175aeeb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"g\",\n CAST(\"22.011\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"22.011\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"g\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) = CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER)\n THEN CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER)\n ELSE CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n p.\"g\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n lo.\"measure_value\" AS \"lower_val\",\n hi.\"measure_value\" AS \"upper_val\"\n FROM \"positions\" AS p\n JOIN \"ordered\" AS lo\n ON lo.\"g\" = p.\"g\"\n AND lo.\"rn\" = p.\"lower_rn\"\n JOIN \"ordered\" AS hi\n ON hi.\"g\" = p.\"g\"\n AND hi.\"rn\" = p.\"upper_rn\"\n)\nSELECT\n \"g\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + (\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible emulation of the 90th percentile for grouped values using linear interpolation on CAST(\"22.011\" AS REAL), since SQLite does not support PERCENTILE_CONT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d9f3a5f090de2e61b5001aa9ea774c9e0b40bbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7249, "bytes_utf8": 7249, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 837, "bytes_utf8": 837, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 12032, "output_tokens": 1152, "reasoning_output_tokens": 877}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2061f69c051034875910e9baed04c899ad6cd1ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d166ba3cf4422f4d", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 12032, + "output_tokens": 1152, + "total_tokens": 15655, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22112.8, + "sql_execution_elapsed_ms_total": 68.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..670aed0afa3597fe3578c3bd2193edbd869a6cab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:51:53.223887+00:00", + "ended_at": "2026-05-19T15:52:15.336721+00:00", + "elapsed_ms": 22112.8, + "prompt_metrics": { + "chars": 7249, + "bytes_utf8": 7249, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1285, + "bytes_utf8": 1285, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 837, + "bytes_utf8": 837, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14503, + "cached_input_tokens": 12032, + "output_tokens": 1152, + "reasoning_output_tokens": 877 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..026008d49d9edab6a9b59f6612efb50e6e4ab4f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c8fc33e233e7d20c8c172c723f37be43c8d2828 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-bbab-7f00-a68e-2ae4c09a9e77"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"-8.2027\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"-8.2027\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"-8.2027\\\" IS NOT NULL\\n AND TRIM(\\\"-8.2027\\\") <> ''\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n MIN(\\\"measure_col\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per group on CAST(\\\"-8.2027\\\" AS REAL), grouped by \\\"g\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14503,"cached_input_tokens":12032,"output_tokens":1152,"reasoning_output_tokens":877}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be1d4d98990825326232ba73adac85ac7e5096a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"-8.2027\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"-8.2027\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"-8.2027\" IS NOT NULL\n AND TRIM(\"-8.2027\") <> ''\n)\nSELECT\n \"group_col\" AS \"g\",\n MIN(\"measure_col\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"group_col\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per group on CAST(\"-8.2027\" AS REAL), grouped by \"g\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c980c59cba8377edd183e6bb6668b64ffb7f3c8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7624, "bytes_utf8": 7624, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 616, "bytes_utf8": 616, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14603, "cached_input_tokens": 12032, "output_tokens": 555, "reasoning_output_tokens": 381}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7100571081a8e3605e4980722ba2207941936646 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d1e14d3a774f9348", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 12032, + "output_tokens": 555, + "total_tokens": 15158, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13625.47, + "sql_execution_elapsed_ms_total": 12.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..389e3fa0da2a000b46733e32561bffbc7e577051 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:37.343595+00:00", + "ended_at": "2026-05-19T15:47:50.969122+00:00", + "elapsed_ms": 13625.47, + "prompt_metrics": { + "chars": 7624, + "bytes_utf8": 7624, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 987, + "bytes_utf8": 987, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 616, + "bytes_utf8": 616, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14603, + "cached_input_tokens": 12032, + "output_tokens": 555, + "reasoning_output_tokens": 381 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bce05999f8edeac85637f86dfa0242fef732f8eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94ae4f347a7e4b221fda2f928a9bf85a5f8b7c85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-d471-79e0-9ae4-7c00bd2b984d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"81.8828\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT grp.\\\"g\\\", grp.group_value\\nFROM grouped AS grp\\nCROSS JOIN total AS t\\nWHERE grp.group_value > t.total_value * 0.1\\nORDER BY grp.group_value DESC;\",\"notes\":\"Used the planned Relative-to-Total Extreme Threshold template with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". CAST(\\\"81.8828\\\" AS REAL) is applied because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14603,"cached_input_tokens":12032,"output_tokens":555,"reasoning_output_tokens":381}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de57a21386bc28fe613244bde8a94b098713776f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"81.8828\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT grp.\"g\", grp.group_value\nFROM grouped AS grp\nCROSS JOIN total AS t\nWHERE grp.group_value > t.total_value * 0.1\nORDER BY grp.group_value DESC;","notes":"Used the planned Relative-to-Total Extreme Threshold template with group_col=\"g\" and measure_col=\"81.8828\". CAST(\"81.8828\" AS REAL) is applied because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d1e14d3a774f9348/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65c9fdc432d8add197235a5ee81b76074f66c4b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1453, "bytes_utf8": 1453, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 2737, "reasoning_output_tokens": 2220}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9acfe27d8a9e51b99b77bc5332d0c6f32d28d9e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d56e445565e8ca8d", + "api_calls": 0, + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2737, + "total_tokens": 17240, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 42777.01, + "sql_execution_elapsed_ms_total": 77.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0752c56ead31ddf5baa9b86f73ed17f5653572af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:49:25.973667+00:00", + "ended_at": "2026-05-19T15:50:08.750709+00:00", + "elapsed_ms": 42777.01, + "prompt_metrics": { + "chars": 7245, + "bytes_utf8": 7245, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2008, + "bytes_utf8": 2008, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1453, + "bytes_utf8": 1453, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14503, + "cached_input_tokens": 13696, + "output_tokens": 2737, + "reasoning_output_tokens": 2220 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dffe2d8792e557283dbfe581eeec22da8db6992 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74cf339e956d5dbf1739b87be5c19f6d6bbff8b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-7c69-7da3-b4cb-e1c74f67f68f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"__ordered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"__group\\\",\\n CAST(\\\"27.7004\\\" AS REAL) AS \\\"__measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"27.7004\\\" AS REAL)\\n ) AS \\\"__rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"__cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"27.7004\\\" IS NOT NULL\\n),\\n\\\"__pos\\\" AS (\\n SELECT\\n \\\"__group\\\",\\n \\\"__cnt\\\",\\n CAST((9 * \\\"__cnt\\\" + 1) / 10 AS INTEGER) AS \\\"__low_rn\\\",\\n CAST((9 * \\\"__cnt\\\" + 1) / 10 AS INTEGER)\\n + CASE WHEN (9 * \\\"__cnt\\\" + 1) % 10 = 0 THEN 0 ELSE 1 END AS \\\"__high_rn\\\",\\n ((9 * \\\"__cnt\\\" + 1) % 10) / 10.0 AS \\\"__high_wt\\\"\\n FROM \\\"__ordered\\\"\\n GROUP BY \\\"__group\\\", \\\"__cnt\\\"\\n)\\nSELECT\\n o.\\\"__group\\\" AS \\\"g\\\",\\n (\\n MAX(CASE WHEN o.\\\"__rn\\\" = p.\\\"__low_rn\\\" THEN o.\\\"__measure\\\" END) * (1.0 - p.\\\"__high_wt\\\")\\n + MAX(CASE WHEN o.\\\"__rn\\\" = p.\\\"__high_rn\\\" THEN o.\\\"__measure\\\" END) * p.\\\"__high_wt\\\"\\n ) AS \\\"percentile_measure\\\"\\nFROM \\\"__ordered\\\" AS o\\nJOIN \\\"__pos\\\" AS p\\n ON o.\\\"__group\\\" = p.\\\"__group\\\"\\nGROUP BY o.\\\"__group\\\", p.\\\"__low_rn\\\", p.\\\"__high_rn\\\", p.\\\"__high_wt\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the grouped 90th percentile for \\\"27.7004\\\" within each \\\"g\\\" group using linear interpolation and casts the TEXT measure column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14503,"cached_input_tokens":13696,"output_tokens":2737,"reasoning_output_tokens":2220}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28524500dcd091a616fc5a8d6adc170202c52578 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"__ordered\" AS (\n SELECT\n \"g\" AS \"__group\",\n CAST(\"27.7004\" AS REAL) AS \"__measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"27.7004\" AS REAL)\n ) AS \"__rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"__cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"27.7004\" IS NOT NULL\n),\n\"__pos\" AS (\n SELECT\n \"__group\",\n \"__cnt\",\n CAST((9 * \"__cnt\" + 1) / 10 AS INTEGER) AS \"__low_rn\",\n CAST((9 * \"__cnt\" + 1) / 10 AS INTEGER)\n + CASE WHEN (9 * \"__cnt\" + 1) % 10 = 0 THEN 0 ELSE 1 END AS \"__high_rn\",\n ((9 * \"__cnt\" + 1) % 10) / 10.0 AS \"__high_wt\"\n FROM \"__ordered\"\n GROUP BY \"__group\", \"__cnt\"\n)\nSELECT\n o.\"__group\" AS \"g\",\n (\n MAX(CASE WHEN o.\"__rn\" = p.\"__low_rn\" THEN o.\"__measure\" END) * (1.0 - p.\"__high_wt\")\n + MAX(CASE WHEN o.\"__rn\" = p.\"__high_rn\" THEN o.\"__measure\" END) * p.\"__high_wt\"\n ) AS \"percentile_measure\"\nFROM \"__ordered\" AS o\nJOIN \"__pos\" AS p\n ON o.\"__group\" = p.\"__group\"\nGROUP BY o.\"__group\", p.\"__low_rn\", p.\"__high_rn\", p.\"__high_wt\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the grouped 90th percentile for \"27.7004\" within each \"g\" group using linear interpolation and casts the TEXT measure column to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f056b95811da397848cd8c4706611ae185fe7123 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 583, "bytes_utf8": 583, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14521, "cached_input_tokens": 13696, "output_tokens": 490, "reasoning_output_tokens": 316}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c07b67f125c7941cb3f5d2ca471d91ccc262f880 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_db811986e9c1b3b0", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 490, + "total_tokens": 15011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13192.17, + "sql_execution_elapsed_ms_total": 65.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b904904552b773897a353918c1b3ec224126cd64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:43:36.149313+00:00", + "ended_at": "2026-05-19T15:43:49.341520+00:00", + "elapsed_ms": 13192.17, + "prompt_metrics": { + "chars": 7250, + "bytes_utf8": 7250, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 951, + "bytes_utf8": 951, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 583, + "bytes_utf8": 583, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 490, + "reasoning_output_tokens": 316 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83b35ebb800a656599c59ea693d12e88c7e30304 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..015159a7dc789c5377b1b9c633868e6927e6ef71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-25e0-7642-a26d-71d6ac455563"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"0.1982\\\" AS REAL) AS \\\"0.1982\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"0.1982\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n WHERE \\\"0.1982\\\" IS NOT NULL\\n)\\nSELECT \\\"0.1982\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"0.1982\\\" DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"0.1982\\\" and num_tiles=10. Cast to REAL because the schema stores this numeric measure as TEXT, and numeric ordering is required for a valid tail slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14521,"cached_input_tokens":13696,"output_tokens":490,"reasoning_output_tokens":316}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82f14a47641be21b8836d57beb2e6143fa00f2ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"0.1982\" AS REAL) AS \"0.1982\",\n NTILE(10) OVER (ORDER BY CAST(\"0.1982\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n WHERE \"0.1982\" IS NOT NULL\n)\nSELECT \"0.1982\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"0.1982\" DESC;","notes":"Used the requested Quantile Tail Slice template with measure_col bound to \"0.1982\" and num_tiles=10. Cast to REAL because the schema stores this numeric measure as TEXT, and numeric ordering is required for a valid tail slice."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_db811986e9c1b3b0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..732d3faacbcc5f2625e6e893d8fb0ce35c0175cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7065, "bytes_utf8": 7065, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 240, "reasoning_output_tokens": 140}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e6eb3fe2d0780c021d5bfe33fb34d5a267929d53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_df6d03859e775b26", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 240, + "total_tokens": 14705, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8071.18, + "sql_execution_elapsed_ms_total": 8.42, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..80f14d16d2ac8cc923c43ccea7ef4df1a04492a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:29:23.408133+00:00", + "ended_at": "2026-05-19T15:29:31.479337+00:00", + "elapsed_ms": 8071.18, + "prompt_metrics": { + "chars": 7065, + "bytes_utf8": 7065, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 704, + "bytes_utf8": 704, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 350, + "bytes_utf8": 350, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14465, + "cached_input_tokens": 12032, + "output_tokens": 240, + "reasoning_output_tokens": 140 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6db503c1a8fc1edb427f3e5ddb971b06b3f73be1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c03a14141ec6172535b9bc63de40d5cbb6f92a0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-22dc-7031-a8d4-167c562b55e6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped numeric sum template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". CAST to REAL is included because the schema stores the measure column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14465,"cached_input_tokens":12032,"output_tokens":240,"reasoning_output_tokens":140}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b3f117d3219c84ada383e12cfe54129ca4469df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;","notes":"Used the required grouped numeric sum template with group_col=\"g\" and measure_col=\"0.1982\". CAST to REAL is included because the schema stores the measure column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa23fe5b2330bc9dcd169e6da5bdce0fe87e14d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7860, "bytes_utf8": 7860, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 635, "bytes_utf8": 635, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14667, "cached_input_tokens": 13696, "output_tokens": 561, "reasoning_output_tokens": 382}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7183c3447bbcf7c5fc4cf807fc52903373feec7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e29abbc71d202e18", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 561, + "total_tokens": 15228, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18050.0, + "sql_execution_elapsed_ms_total": 14.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9bee0f82648331a99a53e2b0e0f247e6bf3f941d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:13.133546+00:00", + "ended_at": "2026-05-19T15:39:31.183592+00:00", + "elapsed_ms": 18050.0, + "prompt_metrics": { + "chars": 7860, + "bytes_utf8": 7860, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1333, + "bytes_utf8": 1333, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 635, + "bytes_utf8": 635, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 561, + "reasoning_output_tokens": 382 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e3342d67c8cccf267b4876a449821b379d33e97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b97199e6ce6a814ea5399e6d76b32476a9f46811 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e4-228d-70f2-a458-4735b3a93240"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1993393, Requested 15302. Please try again in 260ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the required template with both group_col and condition_col bound to \\\"g\\\", comparing target values 'g' and 'h'. NULLIF avoids division by zero for groups without any 'h' rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14667,"cached_input_tokens":13696,"output_tokens":561,"reasoning_output_tokens":382}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3e0ce2b6799309d7d2dac2841076af40b7bf127 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the required template with both group_col and condition_col bound to \"g\", comparing target values 'g' and 'h'. NULLIF avoids division by zero for groups without any 'h' rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e29abbc71d202e18/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7729cd455a9b65a3a2c49ded244a4963980e41bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7477, "bytes_utf8": 7477, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 537, "bytes_utf8": 537, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14586, "cached_input_tokens": 12032, "output_tokens": 652, "reasoning_output_tokens": 480}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d9ec9759ef77d6e13c87c6c57f1d78eab6172adc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e580aa6457c28352", + "api_calls": 0, + "input_tokens": 14586, + "cached_input_tokens": 12032, + "output_tokens": 652, + "total_tokens": 15238, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12376.53, + "sql_execution_elapsed_ms_total": 60.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc7844484f8879748579a14578c894c8cc62bffd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:56.153405+00:00", + "ended_at": "2026-05-19T15:36:08.529969+00:00", + "elapsed_ms": 12376.53, + "prompt_metrics": { + "chars": 7477, + "bytes_utf8": 7477, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 918, + "bytes_utf8": 918, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 537, + "bytes_utf8": 537, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14586, + "cached_input_tokens": 12032, + "output_tokens": 652, + "reasoning_output_tokens": 480 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..531605f6e21346d92b4e4528c84fd921b470db74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "item_col": "16.0021", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a1692bb0287c70ce95c549753d039f42bf2aeb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-2108-7fe0-932c-97ddf2882919"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"16.0021\\\",\\n SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"28.7967\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"28.7967\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"16.0021\\\"\\nORDER BY share_within_group DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template with group_col=\\\"g\\\", item_col=\\\"16.0021\\\", and measure_col=\\\"28.7967\\\". Cast the measure from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14586,"cached_input_tokens":12032,"output_tokens":652,"reasoning_output_tokens":480}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db83e091565ca93c02ff5fbaf44d294cbf4760bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"16.0021\",\n SUM(CAST(\"28.7967\" AS REAL)) AS total_measure,\n SUM(CAST(\"28.7967\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"28.7967\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"16.0021\"\nORDER BY share_within_group DESC\nLIMIT 10;","notes":"Used the provided template with group_col=\"g\", item_col=\"16.0021\", and measure_col=\"28.7967\". Cast the measure from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e580aa6457c28352/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..91ba98187aef5f89784b05dca6ccd832ee31f3cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7619, "bytes_utf8": 7619, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 584, "bytes_utf8": 584, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14599, "cached_input_tokens": 13696, "output_tokens": 326, "reasoning_output_tokens": 165}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a31e37ee1984355bd2d6c834774f2c41a6c25dea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e825e8fdfb06cfa4", + "api_calls": 0, + "input_tokens": 14599, + "cached_input_tokens": 13696, + "output_tokens": 326, + "total_tokens": 14925, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9085.97, + "sql_execution_elapsed_ms_total": 9.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..50cfb8015d7c346651d924a864c6059775081c04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:47:17.022846+00:00", + "ended_at": "2026-05-19T15:47:26.108857+00:00", + "elapsed_ms": 9085.97, + "prompt_metrics": { + "chars": 7619, + "bytes_utf8": 7619, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 951, + "bytes_utf8": 951, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 584, + "bytes_utf8": 584, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14599, + "cached_input_tokens": 13696, + "output_tokens": 326, + "reasoning_output_tokens": 165 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6aae7493dfe2ff68d1c2d056e5d00822eec3c7fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c8da544c1c49a8956514c6673e5bcebc5c97684 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-8513-76c1-bf4a-8318640ea04a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT grp.\\\"g\\\", grp.group_value\\nFROM grouped AS grp\\nCROSS JOIN total AS t\\nWHERE grp.group_value > t.total_value * 0.1\\nORDER BY grp.group_value DESC;\",\"notes\":\"Applied the requested template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". CAST to REAL is used because the schema stores the measure as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14599,"cached_input_tokens":13696,"output_tokens":326,"reasoning_output_tokens":165}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e77f40eba39dd069f6f00dfe358df7591a66da25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"40.092\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT grp.\"g\", grp.group_value\nFROM grouped AS grp\nCROSS JOIN total AS t\nWHERE grp.group_value > t.total_value * 0.1\nORDER BY grp.group_value DESC;","notes":"Applied the requested template with group_col=\"g\" and measure_col=\"40.092\". CAST to REAL is used because the schema stores the measure as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e825e8fdfb06cfa4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d3e146d27a99ff4378ff7c9d14ad692346c494e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7068, "bytes_utf8": 7068, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 4480, "output_tokens": 302, "reasoning_output_tokens": 196}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..acf0e89bdc058e63a7df19216c03c2ac74624120 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e8e343b92d901527", + "api_calls": 0, + "input_tokens": 14465, + "cached_input_tokens": 4480, + "output_tokens": 302, + "total_tokens": 14767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8106.76, + "sql_execution_elapsed_ms_total": 10.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..071dcd6b96cb428d221f0fc81273798e6d7ddbd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:18.259587+00:00", + "ended_at": "2026-05-19T15:28:26.366378+00:00", + "elapsed_ms": 8106.76, + "prompt_metrics": { + "chars": 7068, + "bytes_utf8": 7068, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 724, + "bytes_utf8": 724, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 363, + "bytes_utf8": 363, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14465, + "cached_input_tokens": 4480, + "output_tokens": 302, + "reasoning_output_tokens": 196 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c26f76433a2cc23d8624cb9f12fb77eb121c8d57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c05731341c60882fa7f761f022de447ee58608aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-24e5-7321-b854-29fbe0883d5d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Uses the required Grouped Numeric Sum template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14465,"cached_input_tokens":4480,"output_tokens":302,"reasoning_output_tokens":196}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39bf2bf8d6185baa585739257642c282afb2ce1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum.\nSELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS \"total_measure\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"total_measure\" DESC;","notes":"Uses the required Grouped Numeric Sum template with group_col=\"g\" and measure_col=\"28.7967\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e8e343b92d901527/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c5fd8ccfd450f8d7439013b0152bf22562476eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:54.411325+00:00", + "ended_at": "2026-05-19T16:04:57.654175+00:00", + "elapsed_ms": 3242.82, + "returncode": 1, + "prompt_metrics": { + "chars": 7232, + "bytes_utf8": 7232, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e82db617553a95780f9d86a883e145e4ba4e0d73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:58.657118+00:00", + "ended_at": "2026-05-19T16:05:01.984964+00:00", + "elapsed_ms": 3327.8, + "returncode": 1, + "prompt_metrics": { + "chars": 7232, + "bytes_utf8": 7232, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8382648a1ba4d6d7402ac3f0c53ac0b9d321ef1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8382648a1ba4d6d7402ac3f0c53ac0b9d321ef1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbcf578c0619b774df02acfc218f72175facd9bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-a72a-7360-8af4-332eada3d3f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30c81ff31502a5066d268e3ff82bd2d19db06ed8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-a72a-7360-8af4-332eada3d3f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21a7637a4687deca7f2e02c494e6bcc8f0c6d1e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-b7b3-78e0-bbe3-66b43dd473a6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f80b45e50c3fa17fdf51e78877add05909681cf1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-b7b3-78e0-bbe3-66b43dd473a6"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e979aebf25f7ac8a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73e714ccaf6461df24d7e04c6b686bca5780e19b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7252, "bytes_utf8": 7252, "lines": 226, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 565, "bytes_utf8": 565, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14521, "cached_input_tokens": 13696, "output_tokens": 458, "reasoning_output_tokens": 287}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c5b46a8a1840a9361fc6b95dda0f056cab02526b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ea99fae6ec12fe98", + "api_calls": 0, + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 458, + "total_tokens": 14979, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16083.27, + "sql_execution_elapsed_ms_total": 33.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7ba07f616f18851c9c6c3755e6d6078659d31d09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:31.837443+00:00", + "ended_at": "2026-05-19T15:42:47.920743+00:00", + "elapsed_ms": 16083.27, + "prompt_metrics": { + "chars": 7252, + "bytes_utf8": 7252, + "lines": 226, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1266, + "bytes_utf8": 1266, + "lines": 5, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 565, + "bytes_utf8": 565, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14521, + "cached_input_tokens": 13696, + "output_tokens": 458, + "reasoning_output_tokens": 287 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5f3b0570635e6ed8dc214a95491c18a59db1521 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=16.0021.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "16.0021", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b67ea18cac31670dd2f3a9d3414be93c8404072 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-2aba-7d73-a13b-c3237bda08d3"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1990819, Requested 15156. Please try again in 179ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"16.0021\\\" AS REAL) AS \\\"16.0021\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"16.0021\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n WHERE \\\"16.0021\\\" IS NOT NULL\\n)\\nSELECT \\\"16.0021\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"16.0021\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"16.0021\\\" and num_tiles=10. Casted the TEXT column to REAL so NTILE and descending order use numeric rather than lexicographic sorting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14521,"cached_input_tokens":13696,"output_tokens":458,"reasoning_output_tokens":287}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63a67d6a162e1a839467a0bd0af1dec7ed4266db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"16.0021\" AS REAL) AS \"16.0021\",\n NTILE(10) OVER (ORDER BY CAST(\"16.0021\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n WHERE \"16.0021\" IS NOT NULL\n)\nSELECT \"16.0021\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"16.0021\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"16.0021\" and num_tiles=10. Casted the TEXT column to REAL so NTILE and descending order use numeric rather than lexicographic sorting."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ea99fae6ec12fe98/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae19cc6c9760fba2cd966cffb8bb3e79b657dd30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7244, "bytes_utf8": 7244, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 783, "bytes_utf8": 783, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14501, "cached_input_tokens": 13696, "output_tokens": 2233, "reasoning_output_tokens": 1981}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5d889cde294f16949acbf4bcfa3a9cfd7ebab5a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_eb879d15c51eac05", + "api_calls": 0, + "input_tokens": 14501, + "cached_input_tokens": 13696, + "output_tokens": 2233, + "total_tokens": 16734, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34261.26, + "sql_execution_elapsed_ms_total": 48.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e8cf7aa759ab73d5f117931f47fcbe185fb72740 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:15.413463+00:00", + "ended_at": "2026-05-19T15:52:49.674756+00:00", + "elapsed_ms": 34261.26, + "prompt_metrics": { + "chars": 7244, + "bytes_utf8": 7244, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1221, + "bytes_utf8": 1221, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 783, + "bytes_utf8": 783, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14501, + "cached_input_tokens": 13696, + "output_tokens": 2233, + "reasoning_output_tokens": 1981 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..644bfb8fa7d2069d6185bff875bc9e1a8bc5bcd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..02f6c4b2de850835c5edff1962440fe005f47d85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-1225-7852-ab67-255215a1de38"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"40.092\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"40.092\\\" IS NOT NULL\\n AND TRIM(\\\"40.092\\\") <> ''\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((95 * \\\"cnt\\\" + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"g\\\" group with ROW_NUMBER() and COUNT(), casting \\\"40.092\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14501,"cached_input_tokens":13696,"output_tokens":2233,"reasoning_output_tokens":1981}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f60d5c26356b801ab4095d6aa32e17a4fd0f9a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"40.092\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"40.092\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"40.092\" IS NOT NULL\n AND TRIM(\"40.092\") <> ''\n)\nSELECT\n \"g\",\n \"measure\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((95 * \"cnt\" + 99) / 100 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"g\" group with ROW_NUMBER() and COUNT(), casting \"40.092\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f0df7df50a6793beb29c36e7fb48a3571076ce6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7475, "bytes_utf8": 7475, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 13696, "output_tokens": 627, "reasoning_output_tokens": 458}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6dbe6c6271f7550c32708a43f0f89fbf1f766d2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ed17fc9a8b0668e9", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 627, + "total_tokens": 15212, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12362.36, + "sql_execution_elapsed_ms_total": 66.0, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e61b466fffd777389c232de3d2bd39dbb1c4dd21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:08.597229+00:00", + "ended_at": "2026-05-19T15:36:20.959617+00:00", + "elapsed_ms": 12362.36, + "prompt_metrics": { + "chars": 7475, + "bytes_utf8": 7475, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 910, + "bytes_utf8": 910, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 530, + "bytes_utf8": 530, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 627, + "reasoning_output_tokens": 458 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecea54ea6d6afb6ce6c9ac32a3a8c1c42204ddae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "item_col": "16.0021", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c41f762bbbdcf5346c8f951704c1ce1000cdcc77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-51a3-7520-9b70-6ec17b5c6cee"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"16.0021\\\",\\n SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"28.7967\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"28.7967\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"16.0021\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with bound roles group_col=\\\"g\\\", item_col=\\\"16.0021\\\", and measure_col=\\\"28.7967\\\". Cast the measure from TEXT to REAL for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14585,"cached_input_tokens":13696,"output_tokens":627,"reasoning_output_tokens":458}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5200fc32d89a00d33fd8810819835b25f871438 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"16.0021\",\n SUM(CAST(\"28.7967\" AS REAL)) AS total_measure,\n SUM(CAST(\"28.7967\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"28.7967\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"16.0021\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with bound roles group_col=\"g\", item_col=\"16.0021\", and measure_col=\"28.7967\". Cast the measure from TEXT to REAL for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ed17fc9a8b0668e9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e33d94b8dbcb306e83d7b26a4fceb9cca4ab3c28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7471, "bytes_utf8": 7471, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 526, "bytes_utf8": 526, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 12032, "output_tokens": 377, "reasoning_output_tokens": 208}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3f81cd2e0132d9f3a124da5653b921fc64a0ade --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_efad4a899f3ff0bb", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 377, + "total_tokens": 14962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8988.97, + "sql_execution_elapsed_ms_total": 69.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..563f7ae478c667a2361cb060b5f63a1dc846abf7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:21.030784+00:00", + "ended_at": "2026-05-19T15:36:30.019787+00:00", + "elapsed_ms": 8988.97, + "prompt_metrics": { + "chars": 7471, + "bytes_utf8": 7471, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 906, + "bytes_utf8": 906, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 526, + "bytes_utf8": 526, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14585, + "cached_input_tokens": 12032, + "output_tokens": 377, + "reasoning_output_tokens": 208 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d722debc328634fe1cd781e5ffb8dcf769eafb53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "item_col": "2.6449", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..770d4311df99a841ba6cf6d90de2b884df17b847 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-8223-74c3-8985-c8969574d6bb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"2.6449\\\",\\n SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"16.0021\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"16.0021\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"2.6449\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"g\\\", item_col=\\\"2.6449\\\", and measure_col=\\\"16.0021\\\". Cast the measure from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14585,"cached_input_tokens":12032,"output_tokens":377,"reasoning_output_tokens":208}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5db35e55ee08aec6b6babd9c7a86e0c13151c2ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"2.6449\",\n SUM(CAST(\"16.0021\" AS REAL)) AS total_measure,\n SUM(CAST(\"16.0021\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"16.0021\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"2.6449\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"g\", item_col=\"2.6449\", and measure_col=\"16.0021\". Cast the measure from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_efad4a899f3ff0bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ecb9a877f3d16f778abc2a1a37ea471385e51c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7471, "bytes_utf8": 7471, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 550, "bytes_utf8": 550, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14584, "cached_input_tokens": 12032, "output_tokens": 690, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..61d53e6efc391eadd3740df48595c570552dffee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f1693826558bbd23", + "api_calls": 0, + "input_tokens": 14584, + "cached_input_tokens": 12032, + "output_tokens": 690, + "total_tokens": 15274, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13944.94, + "sql_execution_elapsed_ms_total": 72.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..88b5053cc008fc20fdb14af4e11fda32b7f26898 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:34:31.726730+00:00", + "ended_at": "2026-05-19T15:34:45.671700+00:00", + "elapsed_ms": 13944.94, + "prompt_metrics": { + "chars": 7471, + "bytes_utf8": 7471, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 930, + "bytes_utf8": 930, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 550, + "bytes_utf8": 550, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14584, + "cached_input_tokens": 12032, + "output_tokens": 690, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc0c071382925653d95b9dcd7f388c6faa16aaac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "item_col": "40.092", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e54d4d47c03cf3f9b1e89c3ff94724d0e291a843 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-d721-7063-b014-59babade6ec4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"40.092\\\",\\n SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"-8.2027\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"-8.2027\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"40.092\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested template with group_col=\\\"g\\\", item_col=\\\"40.092\\\", and measure_col=\\\"-8.2027\\\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14584,"cached_input_tokens":12032,"output_tokens":690,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..190621183857a6f5cff095160a4a521c0998af62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"40.092\",\n SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure,\n SUM(CAST(\"-8.2027\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"-8.2027\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"40.092\"\nORDER BY share_within_group DESC;","notes":"Used the requested template with group_col=\"g\", item_col=\"40.092\", and measure_col=\"-8.2027\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f1693826558bbd23/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0115865b99fbc3a7100b51f6c264112a090c013c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7626, "bytes_utf8": 7626, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 568, "bytes_utf8": 568, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14603, "cached_input_tokens": 12032, "output_tokens": 407, "reasoning_output_tokens": 246}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..85d721463d3408c41d005126740548a8b8e5bce2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f20f8a12ae6371ed", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 12032, + "output_tokens": 407, + "total_tokens": 15010, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9301.31, + "sql_execution_elapsed_ms_total": 9.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a4565ccf155f6ba4b13e8ac3e8c74351b281337f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:48:16.916587+00:00", + "ended_at": "2026-05-19T15:48:26.217932+00:00", + "elapsed_ms": 9301.31, + "prompt_metrics": { + "chars": 7626, + "bytes_utf8": 7626, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 935, + "bytes_utf8": 935, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 568, + "bytes_utf8": 568, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14603, + "cached_input_tokens": 12032, + "output_tokens": 407, + "reasoning_output_tokens": 246 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1b26a92d3906663eb7d0a324e7c89e840cea33c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..50dffe72adc482394b9716572e40214deeb14be8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-6ea1-7690-a0df-f041e1241432"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14603,"cached_input_tokens":12032,"output_tokens":407,"reasoning_output_tokens":246}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86e49d6196483e461f2bc14a33af5460de919621 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Applied the provided template with group_col=\"g\" and measure_col=\"28.7967\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f20f8a12ae6371ed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d991d40cbf6ed7ddaee3fe5f78419930cc03570 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7473, "bytes_utf8": 7473, "lines": 230, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 569, "bytes_utf8": 569, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14585, "cached_input_tokens": 13696, "output_tokens": 463, "reasoning_output_tokens": 284}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b62e7c6f22e43e0e05e6e96f567b4269497911d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f3dee0eaf3c87f05", + "api_calls": 0, + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 463, + "total_tokens": 15048, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10273.54, + "sql_execution_elapsed_ms_total": 69.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4a2d864850d6b996937ffaee8d3c385fd5dc5cc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:29.126073+00:00", + "ended_at": "2026-05-19T15:35:39.399651+00:00", + "elapsed_ms": 10273.54, + "prompt_metrics": { + "chars": 7473, + "bytes_utf8": 7473, + "lines": 230, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 950, + "bytes_utf8": 950, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 569, + "bytes_utf8": 569, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14585, + "cached_input_tokens": 13696, + "output_tokens": 463, + "reasoning_output_tokens": 284 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7166b8e3f62ed00a0d2bb9215cd7e75b2f2f05fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,230 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "item_col": "28.7967", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..271c3823cb4b54ac07ebcbc2ee3ddb4d3f0ed999 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-b765-79d2-8d21-17642b1e2f4a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"28.7967\\\",\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"81.8828\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"81.8828\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"28.7967\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"28.7967\\\", and measure_col=\\\"81.8828\\\". Cast the measure column from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14585,"cached_input_tokens":13696,"output_tokens":463,"reasoning_output_tokens":284}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ee88d66b700a7dd61a504b31d202c2845c6e39a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"g\", \"28.7967\",\n SUM(CAST(\"81.8828\" AS REAL)) AS total_measure,\n SUM(CAST(\"81.8828\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"81.8828\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"28.7967\"\nORDER BY share_within_group DESC\nLIMIT 14;","notes":"Applied the Within-Group Share of Total template with group_col=\"g\", item_col=\"28.7967\", and measure_col=\"81.8828\". Cast the measure column from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f3dee0eaf3c87f05/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..117d71740be3f53df58b484f30118fda29446a68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7619, "bytes_utf8": 7619, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 601, "bytes_utf8": 601, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14603, "cached_input_tokens": 13696, "output_tokens": 412, "reasoning_output_tokens": 240}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4561d3b9c964a492ba1695dcbad0aff00a25f4c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f63d81da9bb183c0", + "api_calls": 0, + "input_tokens": 14603, + "cached_input_tokens": 13696, + "output_tokens": 412, + "total_tokens": 15015, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11410.23, + "sql_execution_elapsed_ms_total": 9.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe6e4f227a36078e06d7a28adffef938b1bf3082 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:45:01.992504+00:00", + "ended_at": "2026-05-19T15:45:13.402761+00:00", + "elapsed_ms": 11410.23, + "prompt_metrics": { + "chars": 7619, + "bytes_utf8": 7619, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 972, + "bytes_utf8": 972, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 601, + "bytes_utf8": 601, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14603, + "cached_input_tokens": 13696, + "output_tokens": 412, + "reasoning_output_tokens": 240 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebed5c4f28d986d923fca53bbc1fd810c685d25b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e03b2da709a317a4e14be24228c0597b84690219 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-7535-7e30-a59e-d9bb6d870c5d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS group_value\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". Cast \\\"0.3918\\\" from TEXT to REAL so SUM works numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14603,"cached_input_tokens":13696,"output_tokens":412,"reasoning_output_tokens":240}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f31b33edd0a51e230f49223083a3e3cf93529500 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS group_value\n FROM \"n11\"\n GROUP BY \"g\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"g\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\"g\" and measure_col=\"0.3918\". Cast \"0.3918\" from TEXT to REAL so SUM works numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f63d81da9bb183c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f14a0b0c4c10bea9d395717c1a43db79acaaec64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7305, "bytes_utf8": 7305, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7305, "bytes_utf8": 7305, "lines": 231, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14520, "cached_input_tokens": 13696, "output_tokens": 283, "reasoning_output_tokens": 167}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ce167726b4e0f71a0ea5dc18d2b9d77c20ef7377 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f8cd923b0cfaa34e", + "api_calls": 0, + "input_tokens": 14520, + "cached_input_tokens": 13696, + "output_tokens": 283, + "total_tokens": 14803, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12916.18, + "sql_execution_elapsed_ms_total": 9.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db77d2510d48468f9fc66f0bfe798fc732ac4bad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:37.661491+00:00", + "ended_at": "2026-05-19T15:58:40.863924+00:00", + "elapsed_ms": 3202.39, + "returncode": 1, + "prompt_metrics": { + "chars": 7305, + "bytes_utf8": 7305, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a4053d5935ab8f0573344f6eab7065252026e98c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:58:41.866449+00:00", + "ended_at": "2026-05-19T15:58:51.580289+00:00", + "elapsed_ms": 9713.79, + "prompt_metrics": { + "chars": 7305, + "bytes_utf8": 7305, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 777, + "bytes_utf8": 777, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 418, + "bytes_utf8": 418, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14520, + "cached_input_tokens": 13696, + "output_tokens": 283, + "reasoning_output_tokens": 167 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ee93b7290c80a713ca741d172240a4ba250330d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ee93b7290c80a713ca741d172240a4ba250330d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c657cb59cd94a977a0293f0c772fe0d08591bbec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-e77c-7831-8657-590dd9427759"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15812352812f2ea7389e2706bee441cbd3abda97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-e77c-7831-8657-590dd9427759"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecde4534e986f51b5567ea19edf913f9cf7ab62b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-f7ea-7bd1-87c5-e6190980865b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\", condition_col=\\\"g\\\", and condition_value='g'. This measures the within-group proportion of rows labeled 'g' for each value of \\\"g\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14520,"cached_input_tokens":13696,"output_tokens":283,"reasoning_output_tokens":167}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0c99b785316daa14b1ab8807f88e70bd556697b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\", condition_col=\"g\", and condition_value='g'. This measures the within-group proportion of rows labeled 'g' for each value of \"g\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f8cd923b0cfaa34e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b458915d565fbd3eed1cf0927a064b005392cb34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 711, "bytes_utf8": 711, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14667, "cached_input_tokens": 13696, "output_tokens": 668, "reasoning_output_tokens": 470}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..de57bae65fb9d50ea235ecefd67fc4445bc74468 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fccbd5817887a4ea", + "api_calls": 0, + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 668, + "total_tokens": 15335, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13793.42, + "sql_execution_elapsed_ms_total": 8.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..40c6523e6516a7b1546a03a86b53847b991196d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:01.297018+00:00", + "ended_at": "2026-05-19T15:38:15.090479+00:00", + "elapsed_ms": 13793.42, + "prompt_metrics": { + "chars": 7861, + "bytes_utf8": 7861, + "lines": 231, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1080, + "bytes_utf8": 1080, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 711, + "bytes_utf8": 711, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14667, + "cached_input_tokens": 13696, + "output_tokens": 668, + "reasoning_output_tokens": 470 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb3d39a974375ab72aef5177456ad4904a7b8a72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6a4c19e5f562684fd97584af486aa0737b01d07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-09d2-7b63-a56c-8ad039e9d3b9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the required template with group_col=\\\"g\\\" and condition_col=\\\"g\\\" exactly as bound. Because the grouping column and condition column are the same, the 'g' group will have a zero denominator and yield NULL via NULLIF, while the 'h' group yields 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14667,"cached_input_tokens":13696,"output_tokens":668,"reasoning_output_tokens":470}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14f75b79537f6dfd476a9bae740db7729b04e046 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the required template with group_col=\"g\" and condition_col=\"g\" exactly as bound. Because the grouping column and condition column are the same, the 'g' group will have a zero denominator and yield NULL via NULLIF, while the 'h' group yields 0.0."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fccbd5817887a4ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..453f8ee3500d0421d2ea3e0878d8ce5d692aeadd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14475, "cached_input_tokens": 13696, "output_tokens": 318, "reasoning_output_tokens": 216}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..200d97c59d77e4e878b3775218f0c9e365ad7330 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fdc32c5242ad9f34", + "api_calls": 0, + "input_tokens": 14475, + "cached_input_tokens": 13696, + "output_tokens": 318, + "total_tokens": 14793, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9923.9, + "sql_execution_elapsed_ms_total": 60.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c348a6a582d9114b21311de18a6702b58ed56945 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:33.285323+00:00", + "ended_at": "2026-05-19T15:40:43.209256+00:00", + "elapsed_ms": 9923.9, + "prompt_metrics": { + "chars": 7149, + "bytes_utf8": 7149, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 722, + "bytes_utf8": 722, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 368, + "bytes_utf8": 368, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14475, + "cached_input_tokens": 13696, + "output_tokens": 318, + "reasoning_output_tokens": 216 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af5353885b64c5e19b9f45fb892f671328426cdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56362cddc44585bc471009465a1fd8b4f2d11cfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-5b86-7583-8cbc-9b01f80b7783"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"16.0021\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Cast the measure to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14475,"cached_input_tokens":13696,"output_tokens":318,"reasoning_output_tokens":216}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49f39ee80dbf313130f62f573a7499c5f480496b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"16.0021\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"g\" and measure_col=\"16.0021\". Cast the measure to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df52ef84d96742fb263c96b34f010f2a45a3fe1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:01.988745+00:00", + "ended_at": "2026-05-19T16:05:05.542516+00:00", + "elapsed_ms": 3553.74, + "returncode": 1, + "prompt_metrics": { + "chars": 7235, + "bytes_utf8": 7235, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c2cb430dc134dcdfee58052e70aaa4d74795520 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:06.545084+00:00", + "ended_at": "2026-05-19T16:05:10.790677+00:00", + "elapsed_ms": 4245.55, + "returncode": 1, + "prompt_metrics": { + "chars": 7235, + "bytes_utf8": 7235, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38f7472999185e5759dabdc53e9cebcc3712b3fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..38f7472999185e5759dabdc53e9cebcc3712b3fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3089c33e40b0764a996811d1ee61198ab30103b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-c4b5-75b2-8c5f-63bd27aec25e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb3028234f4d789cab0f262e3ebaa8614ef161eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-c4b5-75b2-8c5f-63bd27aec25e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ffb44335547cd6c1bd33b3c95a9c46c021c08f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-d67b-7313-b469-5e4c8dff6fbe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f66dcfb5bac1efda945082054f312bf920018a34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-d67b-7313-b469-5e4c8dff6fbe"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e12af5a5c519d2d7381aec735fb7ba629729962 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7235, "bytes_utf8": 7235, "lines": 228, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14510, "cached_input_tokens": 13696, "output_tokens": 319, "reasoning_output_tokens": 190}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9edf9216bd02325469f61399bd3bb6dfed5c54e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ffcfc120788bef12", + "api_calls": 0, + "input_tokens": 14510, + "cached_input_tokens": 13696, + "output_tokens": 319, + "total_tokens": 14829, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10359.56, + "sql_execution_elapsed_ms_total": 9.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4ac8a3ed32478c03a890c685d55c72700840baa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:23.786595+00:00", + "ended_at": "2026-05-19T16:04:34.146182+00:00", + "elapsed_ms": 10359.56, + "prompt_metrics": { + "chars": 7235, + "bytes_utf8": 7235, + "lines": 228, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 763, + "bytes_utf8": 763, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 399, + "bytes_utf8": 399, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14510, + "cached_input_tokens": 13696, + "output_tokens": 319, + "reasoning_output_tokens": 190 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1c9aa4b2ad795381b1583125e29f564e0062325 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d503c5b598a439194f6ca2475723a1e751888ab2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-2f6d-78d2-8eaa-a224bd7deb44"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"2.6449\\\" AS REAL)) > 2.9462\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". Casted \\\"2.6449\\\" to REAL because the schema stores it as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14510,"cached_input_tokens":13696,"output_tokens":319,"reasoning_output_tokens":190}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..580b7575a3d8c8b1ddede84c25635700f276a62d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"2.6449\" AS REAL)) > 2.9462\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the required template with group_col=\"g\" and measure_col=\"2.6449\". Casted \"2.6449\" to REAL because the schema stores it as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ffcfc120788bef12/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391