diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_021918a0c8242b2a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_021918a0c8242b2a.sql new file mode 100644 index 0000000000000000000000000000000000000000..05a8c052340190bf7a71ed0612b5d817e5a20b87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_021918a0c8242b2a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_021918a0c8242b2a +-- problem_id: v2p_c18_4d00fa0d0d6b4a3f +-- realization_mode: agent +-- source_kind: agent +SELECT "region_2", + AVG(CASE WHEN "country" = 'Portugal' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c18" +GROUP BY "region_2" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_056bac9afcbf36a8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_056bac9afcbf36a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..41d618b96791d9ab3d972d601b36a4c6fd33d730 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_056bac9afcbf36a8.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_056bac9afcbf36a8 +-- problem_id: v2p_c18_9d74d3d056a81a5a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "taster_twitter_handle", + SUM(CASE WHEN "country" = 'US' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "country" = 'Portugal' THEN 1 ELSE 0 END) AS denominator_count + FROM "c18" + GROUP BY "taster_twitter_handle" +) +SELECT "taster_twitter_handle", + 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_d/c18/sql/v2q_c18_0707b540125b7c00.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0707b540125b7c00.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8ffb9cff5403e9e0141fad8cca058217eca0b0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0707b540125b7c00.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c18_0707b540125b7c00 +-- problem_id: v2p_c18_311345f9ad92e2df +-- realization_mode: agent +-- source_kind: agent +SELECT + "points", + COUNT(*) AS support +FROM "c18" +GROUP BY "points" +ORDER BY support ASC, "points" +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_077cedc38a75291f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_077cedc38a75291f.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e2b06d77248165fb053ca9c3dfd3672dde3d1dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_077cedc38a75291f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_077cedc38a75291f +-- problem_id: v2p_c18_8afeafcde403a2dc +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "taster_twitter_handle", + COUNT(*) AS total_rows, + SUM(CASE WHEN "region_1" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "region_1" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "taster_twitter_handle" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_085778c98281b6b1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_085778c98281b6b1.sql new file mode 100644 index 0000000000000000000000000000000000000000..84666f9533e35b96cf5707333f6891bee7b6651d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_085778c98281b6b1.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_085778c98281b6b1 +-- problem_id: v2p_c18_53a1ffdaa405c85c +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "row_id", + NTILE(10) OVER (ORDER BY CAST("row_id" AS INTEGER) DESC) AS "tail_bucket" + FROM "c18" + WHERE "row_id" IS NOT NULL AND TRIM("row_id") <> '' +) +SELECT "row_id" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("row_id" AS INTEGER) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_09343ebf8928b7de.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_09343ebf8928b7de.sql new file mode 100644 index 0000000000000000000000000000000000000000..83eb34f5a5c44601dd1433e846da68109299b1a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_09343ebf8928b7de.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_09343ebf8928b7de +-- problem_id: v2p_c18_a5c339c39b45b591 +-- realization_mode: agent +-- source_kind: agent +SELECT "region_2", COUNT(*) AS "row_count" +FROM "c18" +GROUP BY "region_2" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0a33ccd0c47907a7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0a33ccd0c47907a7.sql new file mode 100644 index 0000000000000000000000000000000000000000..c92a04fa7349e6be5fb87a68ae2e39848defc717 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0a33ccd0c47907a7.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_0a33ccd0c47907a7 +-- problem_id: v2p_c18_f8248670a7e06e89 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT CAST("price" AS REAL) AS "price_value" + FROM "c18" + WHERE NULLIF("price", '') IS NOT NULL +) +SELECT + "price_value" AS "price", + "price_value" AS "percentile_measure" +FROM "base" +GROUP BY "price_value" +HAVING COUNT(*) >= 5 +ORDER BY "percentile_measure" DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0d91f8cc08721aeb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0d91f8cc08721aeb.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d0dfa471db2151b891eab087c4771a10eb11b7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0d91f8cc08721aeb.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_0d91f8cc08721aeb +-- problem_id: v2p_c18_e6814c93f293aa2d +-- realization_mode: agent +-- source_kind: agent +SELECT + "price" AS "group_col", + "price" AS "item_col", + SUM(CAST("price" AS REAL)) AS total_measure, + SUM(CAST("price" AS REAL)) * 100.0 / SUM(SUM(CAST("price" AS REAL))) OVER (PARTITION BY "price") AS share_within_group +FROM "c18" +WHERE "price" IS NOT NULL AND "price" <> '' +GROUP BY "price", "price" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0e4fadc743aa552b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0e4fadc743aa552b.sql new file mode 100644 index 0000000000000000000000000000000000000000..accece4a71bc2899d0d4c2c7472f565855bbf5cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0e4fadc743aa552b.sql @@ -0,0 +1,31 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_0e4fadc743aa552b +-- problem_id: v2p_c18_afc083a8ac5206d7 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "region_2", + SUM(CAST(NULLIF("price", '') AS REAL)) AS group_value + FROM "c18" + WHERE NULLIF("region_2", '') IS NOT NULL + AND NULLIF("price", '') IS NOT NULL + GROUP BY "region_2" +), +total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."region_2", 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_d/c18/sql/v2q_c18_0fcb845c56d53364.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0fcb845c56d53364.sql new file mode 100644 index 0000000000000000000000000000000000000000..364b5e83b0b6c27bc996f950f8f458f04255b1a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0fcb845c56d53364.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_0fcb845c56d53364 +-- problem_id: v2p_c18_bffec6e6dbe9d6fc +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "price" AS value_label, COUNT(*) AS support + FROM "c18" + GROUP BY "price" +) +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_d/c18/sql/v2q_c18_0feb0823d6441783.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0feb0823d6441783.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8c8d8e7d5947fda64c5ffceb805843ef10c8f32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_0feb0823d6441783.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_0feb0823d6441783 +-- problem_id: v2p_c18_ed49fb527ac46186 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "points" AS value_label, COUNT(*) AS support + FROM "c18" + GROUP BY "points" +) +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_d/c18/sql/v2q_c18_124c52fc49fe8c54.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_124c52fc49fe8c54.sql new file mode 100644 index 0000000000000000000000000000000000000000..38ef7b98ea3a9a20a8017df7e36431e364828126 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_124c52fc49fe8c54.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_124c52fc49fe8c54 +-- problem_id: v2p_c18_a24a15e1b6b95dbf +-- realization_mode: agent +-- source_kind: agent +SELECT + "taster_twitter_handle", + "title", + SUM(CAST("price" AS REAL)) AS total_measure, + SUM(CAST("price" AS REAL)) * 100.0 / SUM(SUM(CAST("price" AS REAL))) OVER (PARTITION BY "taster_twitter_handle") AS share_within_group +FROM "c18" +WHERE TRIM(COALESCE("price", '')) <> '' + AND TRIM(COALESCE("taster_twitter_handle", '')) <> '' + AND TRIM(COALESCE("title", '')) <> '' + AND "taster_twitter_handle" IN ( + SELECT "taster_twitter_handle" + FROM "c18" + WHERE TRIM(COALESCE("price", '')) <> '' + AND TRIM(COALESCE("taster_twitter_handle", '')) <> '' + GROUP BY "taster_twitter_handle" + HAVING COUNT(*) >= 5 + ) +GROUP BY "taster_twitter_handle", "title" +ORDER BY share_within_group DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_13a51e8a6f551f6f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_13a51e8a6f551f6f.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1f70b22b30953317fd76cc0c821f36711e2ba18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_13a51e8a6f551f6f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_13a51e8a6f551f6f +-- problem_id: v2p_c18_f19dad343354ab9b +-- realization_mode: agent +-- source_kind: agent +SELECT "price", + AVG(CASE WHEN "country" = 'Portugal' THEN 1 ELSE 0 END) AS condition_rate +FROM "c18" +GROUP BY "price" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_13aa0ee42942e03a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_13aa0ee42942e03a.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5e805326188c30bdc836f480fc43ba291d5670f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_13aa0ee42942e03a.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_13aa0ee42942e03a +-- problem_id: v2p_c18_19f86c354339c142 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST(NULLIF("points", '') AS REAL) <= 90.0 THEN 1.0 WHEN NULLIF("points", '') IS NOT NULL THEN 0.0 END) AS "empirical_cdf_at_threshold" +FROM "c18"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_13c27cc4977f1c67.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_13c27cc4977f1c67.sql new file mode 100644 index 0000000000000000000000000000000000000000..44f914b85d46f5a6d4f212f0bd252988f99c0a73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_13c27cc4977f1c67.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_13c27cc4977f1c67 +-- problem_id: v2p_c18_953af992ff2457d2 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("row_id" AS REAL) <= 56702.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c18"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_17c8e5a48e44d941.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_17c8e5a48e44d941.sql new file mode 100644 index 0000000000000000000000000000000000000000..60ae65cca73bb3f97fce118ce669fdea76bbd7e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_17c8e5a48e44d941.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_17c8e5a48e44d941 +-- problem_id: v2p_c18_fc0197c6a565dabd +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST(NULLIF("points", '') AS REAL) <= 90.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c18" +WHERE NULLIF("points", '') IS NOT NULL; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_17d255c051ff9d5a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_17d255c051ff9d5a.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb9c39218f92f0e33b88afc5651f7856c61e4f98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_17d255c051ff9d5a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_17d255c051ff9d5a +-- problem_id: v2p_c18_81447b9260940995 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "designation" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "designation" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_1df1fa8001d15852.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_1df1fa8001d15852.sql new file mode 100644 index 0000000000000000000000000000000000000000..813f3af041f7950908505a9f4870f182895b2abb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_1df1fa8001d15852.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c18_1df1fa8001d15852 +-- problem_id: v2p_c18_8b2a240831b3f701 +-- realization_mode: agent +-- source_kind: agent +SELECT + "points", + COUNT(*) AS support +FROM "c18" +GROUP BY "points" +ORDER BY support ASC, "points" +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_1f610802f615ad79.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_1f610802f615ad79.sql new file mode 100644 index 0000000000000000000000000000000000000000..68036f336b16a8345982525e349c86a6a8a2d9e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_1f610802f615ad79.sql @@ -0,0 +1,67 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_1f610802f615ad79 +-- problem_id: v2p_c18_7df35846d3ce4db6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "points", + CAST("row_id" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "points" + ORDER BY CAST("row_id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "points" + ) AS "cnt" + FROM "c18" + WHERE "points" IS NOT NULL + AND "points" <> '' + AND "row_id" IS NOT NULL + AND "row_id" <> '' +), +"percentile_pos" AS ( + SELECT DISTINCT + "points", + "cnt", + 1.0 + 0.95 * ("cnt" - 1) AS "pos", + CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + 0.95 * ("cnt" - 1)) = CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) + THEN CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) + ELSE CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" +), +"picked" AS ( + SELECT + p."points", + p."pos", + p."lower_rn", + p."upper_rn", + l."measure_value" AS "lower_value", + u."measure_value" AS "upper_value" + FROM "percentile_pos" AS p + JOIN "ranked" AS l + ON l."points" = p."points" + AND l."rn" = p."lower_rn" + JOIN "ranked" AS u + ON u."points" = p."points" + AND u."rn" = p."upper_rn" +) +SELECT + "points", + 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; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_21337b4693eb9f15.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_21337b4693eb9f15.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc9746210cc927206cabc046cc8b5d77d15c938c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_21337b4693eb9f15.sql @@ -0,0 +1,29 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_21337b4693eb9f15 +-- problem_id: v2p_c18_f25b44cc6f2d8c00 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "taster_name", SUM(CAST(NULLIF("points", '') AS REAL)) AS group_value + FROM "c18" + WHERE "taster_name" IS NOT NULL + AND "taster_name" <> '' + AND NULLIF("points", '') IS NOT NULL + GROUP BY "taster_name" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."taster_name", 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_d/c18/sql/v2q_c18_21e55bbec45592e6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_21e55bbec45592e6.sql new file mode 100644 index 0000000000000000000000000000000000000000..6911e04dccc54ce7cac478712b54733c8df963f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_21e55bbec45592e6.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_21e55bbec45592e6 +-- problem_id: v2p_c18_85691015d0c88cc3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "variety", + COUNT(*) AS support, + AVG("points") AS avg_response +FROM "c18" +GROUP BY "variety" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2723e213a362c232.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2723e213a362c232.sql new file mode 100644 index 0000000000000000000000000000000000000000..a11130b0bf2cf2c5e3982e2ca1d746566293d59f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2723e213a362c232.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_2723e213a362c232 +-- problem_id: v2p_c18_0047288c81a16233 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "price", + SUM(CASE WHEN "country" = 'US' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "country" = 'Portugal' THEN 1 ELSE 0 END) AS denominator_count + FROM "c18" + GROUP BY "price" +) +SELECT "price", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2977ee1d720153ac.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2977ee1d720153ac.sql new file mode 100644 index 0000000000000000000000000000000000000000..e89e3db447a4acbfd4898725a1a309b1a7f48beb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2977ee1d720153ac.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_2977ee1d720153ac +-- problem_id: v2p_c18_a7829831bb7c9fe3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "country", + COUNT(*) AS total_rows, + SUM(CASE WHEN "taster_twitter_handle" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "taster_twitter_handle" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "country" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2a1fb37114f09263.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2a1fb37114f09263.sql new file mode 100644 index 0000000000000000000000000000000000000000..967f8b4d5c457d1c117682353165c526609762c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2a1fb37114f09263.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_2a1fb37114f09263 +-- problem_id: v2p_c18_dc2c7410c7b8b19b +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "points", COUNT("row_id") AS group_value + FROM "c18" + GROUP BY "points" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."points", 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_d/c18/sql/v2q_c18_2b010d565056dfd7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2b010d565056dfd7.sql new file mode 100644 index 0000000000000000000000000000000000000000..5954b7963fbd5a2158fcffc434dff68f3a9892d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2b010d565056dfd7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_2b010d565056dfd7 +-- problem_id: v2p_c18_9769af23403f0d5d +-- realization_mode: agent +-- source_kind: agent +SELECT "points", "price", COUNT(*) AS row_count +FROM "c18" +WHERE CAST(NULLIF("points", '') AS REAL) >= 90.0 +GROUP BY "points", "price" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2fd1649e44595caf.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2fd1649e44595caf.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a371adbc38090ce842cd2b679abf65e58973f55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2fd1649e44595caf.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_2fd1649e44595caf +-- problem_id: v2p_c18_884cf943288904ff +-- realization_mode: agent +-- source_kind: agent +SELECT "taster_twitter_handle", COUNT(*) AS "row_count" +FROM "c18" +GROUP BY "taster_twitter_handle" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2ff4b4112dbaa79f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2ff4b4112dbaa79f.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bb017894b0bb824fd0a2b7ec8a40a4d3606f2b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_2ff4b4112dbaa79f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_2ff4b4112dbaa79f +-- problem_id: v2p_c18_2bc222afcf375f81 +-- realization_mode: agent +-- source_kind: agent +SELECT "taster_name", + AVG(CASE WHEN "country" = 'Portugal' THEN 1 ELSE 0 END) AS condition_rate +FROM "c18" +GROUP BY "taster_name" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3286bdc178110b30.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3286bdc178110b30.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b00d37e5841389c86f53a39289ddba174d9ae15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3286bdc178110b30.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_3286bdc178110b30 +-- problem_id: v2p_c18_c3fc04db919d6a88 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "title", + COUNT(*) AS support, + AVG("points") AS avg_response +FROM "c18" +GROUP BY "title" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_33cbab867103da4f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_33cbab867103da4f.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b02197e3111b3c052427b7d69fd77c18cdd01fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_33cbab867103da4f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_33cbab867103da4f +-- problem_id: v2p_c18_187e8e8d51f44559 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "price", + COUNT(*) AS total_rows, + SUM(CASE WHEN "region_1" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "region_1" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "price" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_34c0efc254435e99.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_34c0efc254435e99.sql new file mode 100644 index 0000000000000000000000000000000000000000..e77259f67ad4cdea872d9023d88bbb042a58a09f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_34c0efc254435e99.sql @@ -0,0 +1,65 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_34c0efc254435e99 +-- problem_id: v2p_c18_8d3d70803b56a9d8 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "region_2", + CAST("row_id" AS REAL) AS "measure" + FROM "c18" + WHERE "region_2" IS NOT NULL + AND "region_2" <> '' + AND "row_id" IS NOT NULL + AND "row_id" <> '' +), +"ranked" AS ( + SELECT + "region_2", + "measure", + ROW_NUMBER() OVER (PARTITION BY "region_2" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "region_2") AS "cnt" + FROM "base" +), +"params" AS ( + SELECT DISTINCT + "region_2", + "cnt", + (1.0 + 0.9 * ("cnt" - 1)) AS "pos", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INT) AS "lower_rn", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INT) + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) > CAST((1.0 + 0.9 * ("cnt" - 1)) AS INT) THEN 1 + ELSE 0 + END AS "upper_rn" + FROM "ranked" + WHERE "cnt" >= 5 +) +SELECT + p."region_2", + CASE + WHEN p."lower_rn" = p."upper_rn" THEN MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure" END) + ELSE MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure" END) + + (p."pos" - p."lower_rn") + * ( + MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure" END) + - MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure" END) + ) + END AS "percentile_measure" +FROM "params" AS p +JOIN "ranked" AS r + ON r."region_2" = p."region_2" +GROUP BY + p."region_2", + p."cnt", + p."pos", + p."lower_rn", + p."upper_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_39d2d76d5d851157.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_39d2d76d5d851157.sql new file mode 100644 index 0000000000000000000000000000000000000000..31a21aa63e2eff73ed4c8a485b9b7e7179dc0a84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_39d2d76d5d851157.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c18_39d2d76d5d851157 +-- problem_id: v2p_c18_d765669c1b6b8b8c +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "price", + AVG(CAST("points" AS REAL)) OVER (PARTITION BY "price") AS avg_measure +FROM "c18" +WHERE "price" IS NOT NULL + AND "price" <> '' + AND "points" IS NOT NULL + AND "points" <> '' +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3a97704c0a2c0ebc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3a97704c0a2c0ebc.sql new file mode 100644 index 0000000000000000000000000000000000000000..f5eabf685cf2c34a64ff7316bacd82e2cf4ade18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3a97704c0a2c0ebc.sql @@ -0,0 +1,29 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_3a97704c0a2c0ebc +-- problem_id: v2p_c18_f8668f1ca169e9c1 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "region_2", + SUM(CASE WHEN "country" = 'US' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "country" = 'Portugal' THEN 1 ELSE 0 END) AS denominator_count + FROM "c18" + WHERE "region_2" IS NOT NULL AND "region_2" <> '' + GROUP BY "region_2" +) +SELECT + "region_2", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +WHERE denominator_count >= 5 +ORDER BY condition_ratio DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3aba8fbcd891761d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3aba8fbcd891761d.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f57a678e585ca38a8134f0a647512689655627e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3aba8fbcd891761d.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_3aba8fbcd891761d +-- problem_id: v2p_c18_7ec4c996f2a56b18 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("points" AS REAL) AS "points", + NTILE(10) OVER (ORDER BY CAST("points" AS REAL) DESC) AS "tail_bucket" + FROM "c18" + WHERE "points" IS NOT NULL AND "points" <> "" +) +SELECT "points" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "points" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3b98eefd1e5bb298.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3b98eefd1e5bb298.sql new file mode 100644 index 0000000000000000000000000000000000000000..0fa36297efe615afb44fa11a4b1f62aa49b09f2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3b98eefd1e5bb298.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c18_3b98eefd1e5bb298 +-- problem_id: v2p_c18_96bf32d7f402acd6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "taster_twitter_handle", + COUNT(*) AS support +FROM "c18" +GROUP BY "taster_twitter_handle" +ORDER BY support ASC, "taster_twitter_handle" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3bbcbffb2768fe5d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3bbcbffb2768fe5d.sql new file mode 100644 index 0000000000000000000000000000000000000000..26ed1944bc700bdd9a79b38446804a89e3f04dbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3bbcbffb2768fe5d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_3bbcbffb2768fe5d +-- problem_id: v2p_c18_76aaa91d77c53997 +-- realization_mode: agent +-- source_kind: agent +SELECT "taster_twitter_handle", + AVG(CASE WHEN "country" = 'Portugal' THEN 1 ELSE 0 END) AS condition_rate +FROM "c18" +GROUP BY "taster_twitter_handle" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3c0ff000c65daf7a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3c0ff000c65daf7a.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc84c184f23f72a3dacc91157752c9277423f17a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3c0ff000c65daf7a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_3c0ff000c65daf7a +-- problem_id: v2p_c18_54393c12f1e50a01 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "points", + COUNT(*) AS total_rows, + SUM(CASE WHEN "price" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "price" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "points" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3ceeba8e3df6283c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3ceeba8e3df6283c.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d33460b2a12fa08458de771aed023bb279e7677 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3ceeba8e3df6283c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_3ceeba8e3df6283c +-- problem_id: v2p_c18_2c147a4b4a5e6d59 +-- realization_mode: agent +-- source_kind: agent +SELECT "taster_name", SUM(CAST("row_id" AS NUMERIC)) AS "total_measure" +FROM "c18" +GROUP BY "taster_name" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3e91873b089aebd4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3e91873b089aebd4.sql new file mode 100644 index 0000000000000000000000000000000000000000..030d7e5e212f490c49685584fb9e6555bf0e6aa9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3e91873b089aebd4.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_3e91873b089aebd4 +-- problem_id: v2p_c18_42f3b81e5a2c8217 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "points", + CAST(NULLIF("row_id", '') AS REAL) AS "row_id_num" + FROM "c18" + WHERE NULLIF("points", '') IS NOT NULL + AND NULLIF("row_id", '') IS NOT NULL +), +"grouped" AS ( + SELECT + "points", + SUM("row_id_num") AS "group_value" + FROM "filtered" + GROUP BY "points" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT + g."points", + 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_d/c18/sql/v2q_c18_3f06e9565005dd35.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3f06e9565005dd35.sql new file mode 100644 index 0000000000000000000000000000000000000000..0622540f627551fd5852636b16d38e903d4d584a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_3f06e9565005dd35.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_3f06e9565005dd35 +-- problem_id: v2p_c18_a4b1cd09aaf06d57 +-- realization_mode: agent +-- source_kind: agent +SELECT + "points", + "variety", + SUM(CAST("row_id" AS REAL)) AS total_measure, + SUM(CAST("row_id" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("row_id" AS REAL))) OVER (PARTITION BY "points"), 0) AS share_within_group +FROM "c18" +GROUP BY "points", "variety" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_40b02b0fef51d6e2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_40b02b0fef51d6e2.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0057cdddf252d6ef05441e1f07d5fb79bb4acac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_40b02b0fef51d6e2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_40b02b0fef51d6e2 +-- problem_id: v2p_c18_23205a0b870713c7 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "region_1" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "region_1" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4173ae3af301c2bc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4173ae3af301c2bc.sql new file mode 100644 index 0000000000000000000000000000000000000000..fcf2c1451163565c8dcd4c40c2515034195fcb77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4173ae3af301c2bc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_4173ae3af301c2bc +-- problem_id: v2p_c18_c3870e9ea7a8a48f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "province", + COUNT(*) AS support, + AVG("price") AS avg_response +FROM "c18" +GROUP BY "province" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_45c17ddd428b4775.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_45c17ddd428b4775.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ba1ebda8cfc76e7a58b50d88eb3907ee12621bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_45c17ddd428b4775.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_45c17ddd428b4775 +-- problem_id: v2p_c18_9c5d6be1c9ad33a5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "country", + COUNT(*) AS total_rows, + SUM(CASE WHEN "price" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "price" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "country" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_471a3e04406ad4c1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_471a3e04406ad4c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c26b10584fa587d2f5a06baabff6339647e92f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_471a3e04406ad4c1.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_471a3e04406ad4c1 +-- problem_id: v2p_c18_6b9a559765c83223 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "region_2" AS value_label, COUNT(*) AS support + FROM "c18" + GROUP BY "region_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_d/c18/sql/v2q_c18_47f9147387d93970.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_47f9147387d93970.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d369dad176007bf1ec4825874d5fa6432c48841 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_47f9147387d93970.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_47f9147387d93970 +-- problem_id: v2p_c18_f9e524c188cf5518 +-- realization_mode: agent +-- source_kind: agent +SELECT "taster_name", "taster_twitter_handle", COUNT(*) AS row_count +FROM "c18" +WHERE "country" = 'Chile' +GROUP BY "taster_name", "taster_twitter_handle" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_47fe1c8ab8593146.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_47fe1c8ab8593146.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f191043bf8b9145984f8fe201c51cebe7951ce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_47fe1c8ab8593146.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_47fe1c8ab8593146 +-- problem_id: v2p_c18_b2a15a2d1608f065 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "taster_name" AS value_label, COUNT(*) AS support + FROM "c18" + GROUP BY "taster_name" +), 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_d/c18/sql/v2q_c18_491e04f8fee4f422.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_491e04f8fee4f422.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3165f549b348684d7c45f0b2c79c5aa3adb6ed0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_491e04f8fee4f422.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_491e04f8fee4f422 +-- problem_id: v2p_c18_68c74f6f8cb79206 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "taster_twitter_handle" AS value_label, COUNT(*) AS support + FROM "c18" + GROUP BY "taster_twitter_handle" +), 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_d/c18/sql/v2q_c18_49b67bcb4099948a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_49b67bcb4099948a.sql new file mode 100644 index 0000000000000000000000000000000000000000..925cf0db9d983bacf917a29448e3a8058699e479 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_49b67bcb4099948a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_49b67bcb4099948a +-- problem_id: v2p_c18_87575aafb368ba64 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "taster_name" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "taster_name" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4a2e31075b86a214.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4a2e31075b86a214.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab605a4a0a56bea8149e7d2b836dabb8a1fa2f8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4a2e31075b86a214.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c18_4a2e31075b86a214 +-- problem_id: v2p_c18_c84bbe15e7b5dc50 +-- realization_mode: agent +-- source_kind: agent +SELECT + "taster_twitter_handle", + AVG(CASE WHEN "country" = 'US' THEN 1.0 ELSE 0.0 END) AS "condition_rate" +FROM "c18" +WHERE "taster_twitter_handle" IS NOT NULL + AND "taster_twitter_handle" <> '' +GROUP BY "taster_twitter_handle" +HAVING COUNT(*) >= 5 +ORDER BY "condition_rate" DESC, "taster_twitter_handle" ASC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4a4bcfeb4d8ff3a4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4a4bcfeb4d8ff3a4.sql new file mode 100644 index 0000000000000000000000000000000000000000..0561417f126695152ea2686e902d8a98ca8dbd80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4a4bcfeb4d8ff3a4.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_4a4bcfeb4d8ff3a4 +-- problem_id: v2p_c18_d269e48a6e1d0950 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "taster_twitter_handle" AS value_label, COUNT(*) AS support + FROM "c18" + GROUP BY "taster_twitter_handle" +) +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_d/c18/sql/v2q_c18_4b397533b14751be.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4b397533b14751be.sql new file mode 100644 index 0000000000000000000000000000000000000000..34ebdcb0a1c9eceff85787533826354275b91673 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4b397533b14751be.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_4b397533b14751be +-- problem_id: v2p_c18_aa6969c6e90af7ea +-- realization_mode: agent +-- source_kind: agent +SELECT "region_2", + AVG(CASE WHEN "country" = 'Portugal' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c18" +GROUP BY "region_2" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4bd944c0cac1f618.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4bd944c0cac1f618.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b8bbca6a0cd1afc93dff240230fe0e2fd23aafc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4bd944c0cac1f618.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_4bd944c0cac1f618 +-- problem_id: v2p_c18_03207e59044f2ca2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "description", + COUNT(*) AS support, + AVG("row_id") AS avg_response +FROM "c18" +GROUP BY "description" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4fef0d56f4a579db.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4fef0d56f4a579db.sql new file mode 100644 index 0000000000000000000000000000000000000000..8eb566aa1b53237d13a0266d4b7242cc130aefc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_4fef0d56f4a579db.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_4fef0d56f4a579db +-- problem_id: v2p_c18_3cfcd70dd6923453 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "price", + SUM(CASE WHEN "country" = 'US' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "country" = 'Portugal' THEN 1 ELSE 0 END) AS denominator_count + FROM "c18" + GROUP BY "price" +) +SELECT "price", + 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_d/c18/sql/v2q_c18_505fd4b60984eaa9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_505fd4b60984eaa9.sql new file mode 100644 index 0000000000000000000000000000000000000000..be9b4116f381acbd8d077eaee4ce5ff2fde5eacf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_505fd4b60984eaa9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_505fd4b60984eaa9 +-- problem_id: v2p_c18_da61ffadcf55013a +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("price" AS REAL) AS "price", SUM(CAST(NULLIF("points", '') AS REAL)) AS "total_measure" +FROM "c18" +WHERE NULLIF("price", '') IS NOT NULL + AND NULLIF("points", '') IS NOT NULL +GROUP BY CAST("price" AS REAL) +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_513cb1afa6a14923.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_513cb1afa6a14923.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1d641146d4bfc0dfc8815039ec2e7c4370e8b94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_513cb1afa6a14923.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_513cb1afa6a14923 +-- problem_id: v2p_c18_1515ec0a7a534c37 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "country", + COUNT(*) AS total_rows, + SUM(CASE WHEN "region_2" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "region_2" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "country" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5232e67052bc240b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5232e67052bc240b.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb5526f8c1e907466b9a2585728a347b27daa327 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5232e67052bc240b.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_5232e67052bc240b +-- problem_id: v2p_c18_3f26702ae3c04f89 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "taster_twitter_handle", + CAST("row_id" AS INTEGER) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "taster_twitter_handle" + ORDER BY CAST("row_id" AS INTEGER) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "taster_twitter_handle" + ) AS "cnt" + FROM "c18" + WHERE "taster_twitter_handle" IS NOT NULL + AND "taster_twitter_handle" <> '' + AND "row_id" IS NOT NULL + AND "row_id" <> '' +) +SELECT + "taster_twitter_handle", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" = CAST((9 * "cnt" + 9) / 10 AS INTEGER) +ORDER BY "percentile_measure" DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_53f6a7a971b75a0b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_53f6a7a971b75a0b.sql new file mode 100644 index 0000000000000000000000000000000000000000..90d4c5d2bf2c6d1894af3cabd424f2ee52370505 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_53f6a7a971b75a0b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_53f6a7a971b75a0b +-- problem_id: v2p_c18_108a4f650fcfd89c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "taster_name", + COUNT(*) AS total_rows, + SUM(CASE WHEN "country" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "country" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "taster_name" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_55dbc987de03f669.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_55dbc987de03f669.sql new file mode 100644 index 0000000000000000000000000000000000000000..0875257b7414266c8d7c6f58b25ad85e6bc122b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_55dbc987de03f669.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_55dbc987de03f669 +-- problem_id: v2p_c18_26a1e9ab7d7ed503 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "taster_twitter_handle" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "taster_twitter_handle" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5abf6bdc293d67f2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5abf6bdc293d67f2.sql new file mode 100644 index 0000000000000000000000000000000000000000..da9fd0108f55266a065ce24505acaca6586b87da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5abf6bdc293d67f2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_5abf6bdc293d67f2 +-- problem_id: v2p_c18_1a4d83d42ab721fa +-- realization_mode: agent +-- source_kind: agent +SELECT + "points", + SUM(CAST("row_id" AS NUMERIC)) AS "total_measure" +FROM "c18" +GROUP BY "points" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5ad4b204326aeaba.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5ad4b204326aeaba.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e2a3e6236f095bce53070d1ef0b684b84b819a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5ad4b204326aeaba.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_5ad4b204326aeaba +-- problem_id: v2p_c18_5bb48d3a2543a3bd +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "region_2", + SUM(CAST("row_id" AS NUMERIC)) AS group_value + FROM "c18" + WHERE "region_2" IS NOT NULL + AND "region_2" <> '' + AND "row_id" IS NOT NULL + AND "row_id" <> '' + GROUP BY "region_2" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."region_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_d/c18/sql/v2q_c18_5b08810914711685.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5b08810914711685.sql new file mode 100644 index 0000000000000000000000000000000000000000..22dbda22b66cf5371cb85522c03064f4e974be22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5b08810914711685.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_5b08810914711685 +-- problem_id: v2p_c18_eee98ca1dbcb15c5 +-- realization_mode: agent +-- source_kind: agent +SELECT "taster_name", SUM(CAST("row_id" AS NUMERIC)) AS total_measure +FROM "c18" +GROUP BY "taster_name" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5cd6e9e2447d75bd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5cd6e9e2447d75bd.sql new file mode 100644 index 0000000000000000000000000000000000000000..e9d68dd84df52eae5241b9cff18d069204cd884f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5cd6e9e2447d75bd.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_tail_low_support_group_count_v2 +-- query_record_id: v2q_c18_5cd6e9e2447d75bd +-- problem_id: v2p_c18_e4cf1c818c60d849 +-- realization_mode: agent +-- source_kind: agent +SELECT + "taster_twitter_handle", + COUNT(*) AS support +FROM "c18" +GROUP BY "taster_twitter_handle" +ORDER BY support ASC, "taster_twitter_handle" +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5d2b59b25ebc4f94.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5d2b59b25ebc4f94.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f29409610780b3f8b461dc9ad13bdbfc0e3ca9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5d2b59b25ebc4f94.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_5d2b59b25ebc4f94 +-- problem_id: v2p_c18_4d8341cbd47f33e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "points", COUNT(*) AS "row_count" +FROM "c18" +GROUP BY "points" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5eb5b303623c62ce.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5eb5b303623c62ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..5298e168dd6492465e963597be02b9466a049449 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5eb5b303623c62ce.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_5eb5b303623c62ce +-- problem_id: v2p_c18_765ce7a8eb842109 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + CAST(NULLIF("price", '') AS REAL) AS "price", + "winery", + CAST(NULLIF("points", '') AS REAL) AS "points" + FROM "c18" + WHERE NULLIF("price", '') IS NOT NULL + AND NULLIF("points", '') IS NOT NULL + AND NULLIF("winery", '') IS NOT NULL +), +"grouped" AS ( + SELECT + "price", + "winery", + SUM("points") AS "total_measure" + FROM "base" + GROUP BY "price", "winery" +) +SELECT + "price", + "winery", + "total_measure", + "total_measure" * 100.0 / SUM("total_measure") OVER (PARTITION BY "price") AS "share_within_group" +FROM "grouped" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5f016834eee000eb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5f016834eee000eb.sql new file mode 100644 index 0000000000000000000000000000000000000000..7550d6e49dfde297c1fa7bd97dfc02bfe601f9c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_5f016834eee000eb.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_5f016834eee000eb +-- problem_id: v2p_c18_0277be2252fbbaad +-- realization_mode: agent +-- source_kind: agent +SELECT "points" AS "group_points", "points" AS "item_points", + SUM(CAST(NULLIF("points", '') AS REAL)) AS "total_measure", + SUM(CAST(NULLIF("points", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF("points", '') AS REAL))) OVER (PARTITION BY "points") AS "share_within_group" +FROM "c18" +WHERE NULLIF("points", '') IS NOT NULL +GROUP BY "points", "points" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_613652d5f7cec3c3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_613652d5f7cec3c3.sql new file mode 100644 index 0000000000000000000000000000000000000000..5cd6a141680d331467cee0d54ab0f072acacb1ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_613652d5f7cec3c3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_613652d5f7cec3c3 +-- problem_id: v2p_c18_49a062f7fd5705cb +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "points", + COUNT(*) AS total_rows, + SUM(CASE WHEN "country" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "country" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "points" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_61807d51b8437336.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_61807d51b8437336.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e211b8764e0144ca8b44c35c0fb3cbed6d230d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_61807d51b8437336.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_61807d51b8437336 +-- problem_id: v2p_c18_6d832681530f9ca3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "region_2" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "region_2" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_626a970373b7eb7c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_626a970373b7eb7c.sql new file mode 100644 index 0000000000000000000000000000000000000000..de63706f491ca3638109ab69ca09a733cce58026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_626a970373b7eb7c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_626a970373b7eb7c +-- problem_id: v2p_c18_a5d4de6f31322794 +-- realization_mode: agent +-- source_kind: agent +SELECT "taster_name", COUNT(*) AS row_count +FROM "c18" +GROUP BY "taster_name" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_65d73d574d6f99f0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_65d73d574d6f99f0.sql new file mode 100644 index 0000000000000000000000000000000000000000..60cff2a43c1a913a2afd2c3f5bea18799f3c2a7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_65d73d574d6f99f0.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_65d73d574d6f99f0 +-- problem_id: v2p_c18_594d9184e886dfa0 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "region_2", + SUM(CAST(NULLIF("price", '') AS REAL)) AS "group_value" + FROM "c18" + GROUP BY "region_2" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT + g."region_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_d/c18/sql/v2q_c18_670def1fffa958cb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_670def1fffa958cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e928331fc4b3f48e91b70317c575c78a5865b2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_670def1fffa958cb.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_670def1fffa958cb +-- problem_id: v2p_c18_a534804a9eda1796 +-- realization_mode: agent +-- source_kind: agent +SELECT "price", COUNT(*) AS "row_count" +FROM "c18" +GROUP BY "price" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_67af477f37a6e334.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_67af477f37a6e334.sql new file mode 100644 index 0000000000000000000000000000000000000000..5678e69a81e66ee7342715c45cbbb3728caf7ee7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_67af477f37a6e334.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_67af477f37a6e334 +-- problem_id: v2p_c18_ff5620ce2eb4fe57 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT + "points", + NTILE(10) OVER (ORDER BY CAST("points" AS REAL) DESC) AS tail_bucket + FROM "c18" + WHERE "points" IS NOT NULL AND "points" <> '' +) +SELECT "points" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("points" AS REAL) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_6c75dabf71348621.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_6c75dabf71348621.sql new file mode 100644 index 0000000000000000000000000000000000000000..e44d50fb6b47dd355bd0794cadad4c150dea3af8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_6c75dabf71348621.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_6c75dabf71348621 +-- problem_id: v2p_c18_1d02215b4e94c31b +-- realization_mode: agent +-- source_kind: agent +SELECT "points", SUM(CAST(NULLIF("price", '') AS REAL)) AS total_measure +FROM "c18" +WHERE NULLIF("price", '') IS NOT NULL AND NULLIF("points", '') IS NOT NULL +GROUP BY "points" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_6cc4de070e9a23f3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_6cc4de070e9a23f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..1914a75f42c1f092bc6564cb4af19884a6fb2649 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_6cc4de070e9a23f3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c18_6cc4de070e9a23f3 +-- problem_id: v2p_c18_a550172273ae6958 +-- realization_mode: agent +-- source_kind: agent +SELECT "price", + AVG(CASE WHEN "country" = 'US' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c18" +GROUP BY "price" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_6d6a4a9938f90258.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_6d6a4a9938f90258.sql new file mode 100644 index 0000000000000000000000000000000000000000..abbde90e5938e7683f488f3038a69da9cea7aae1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_6d6a4a9938f90258.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_6d6a4a9938f90258 +-- problem_id: v2p_c18_38582abb894e7422 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "winery", + COUNT(*) AS support, + AVG("row_id") AS avg_response +FROM "c18" +GROUP BY "winery" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7702e01f50c9a5b6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7702e01f50c9a5b6.sql new file mode 100644 index 0000000000000000000000000000000000000000..94be555d42a0fc50ceee8c20beb4c9f68c3910ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7702e01f50c9a5b6.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_7702e01f50c9a5b6 +-- problem_id: v2p_c18_990124082ce6cec1 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("row_id" AS REAL) <= 56702.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c18"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7a076f2b79d1f3b0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7a076f2b79d1f3b0.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c961710d515f85c540353740e30b089e5547de9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7a076f2b79d1f3b0.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_7a076f2b79d1f3b0 +-- problem_id: v2p_c18_3bd91d6a8c754756 +-- realization_mode: agent +-- source_kind: agent +SELECT "region_2", "province", + COUNT("row_id") AS total_measure, + COUNT("row_id") * 100.0 / SUM(COUNT("row_id")) OVER (PARTITION BY "region_2") AS share_within_group +FROM "c18" +WHERE "region_2" IS NOT NULL AND "region_2" <> '' + AND "province" IS NOT NULL AND "province" <> '' +GROUP BY "region_2", "province" +HAVING COUNT("row_id") >= 5 +ORDER BY share_within_group DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7a7f4b60a28295a2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7a7f4b60a28295a2.sql new file mode 100644 index 0000000000000000000000000000000000000000..c872945514b0fd646f18421b6f76a5a6b71707de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7a7f4b60a28295a2.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_7a7f4b60a28295a2 +-- problem_id: v2p_c18_84a3359b5bcde38a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "taster_twitter_handle", + COUNT(*) AS total_rows, + SUM(CASE WHEN "region_2" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "region_2" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "taster_twitter_handle" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7bb9f0323989dd16.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7bb9f0323989dd16.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5572b6f7c46af8ecb9dacdc686a4b3acc6dd2ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7bb9f0323989dd16.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_7bb9f0323989dd16 +-- problem_id: v2p_c18_cf62d2a9d2d7e484 +-- realization_mode: agent +-- source_kind: agent +SELECT "region_2", "taster_twitter_handle", COUNT(*) AS "row_count" +FROM "c18" +WHERE CAST("row_id" AS REAL) >= 56702.0 +GROUP BY "region_2", "taster_twitter_handle" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7ea083c9262cb312.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7ea083c9262cb312.sql new file mode 100644 index 0000000000000000000000000000000000000000..6bf725a1c20e8fc4606c814f68a18620274b2ea8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_7ea083c9262cb312.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_7ea083c9262cb312 +-- problem_id: v2p_c18_673bdcb315e61db9 +-- realization_mode: agent +-- source_kind: agent +SELECT "points", SUM(CAST(NULLIF("row_id", '') AS NUMERIC)) AS "total_measure" +FROM "c18" +GROUP BY "points" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_811ac0047e74ba75.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_811ac0047e74ba75.sql new file mode 100644 index 0000000000000000000000000000000000000000..56030fcb45e767e8fe09073b792f0e663be3f6a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_811ac0047e74ba75.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_811ac0047e74ba75 +-- problem_id: v2p_c18_f34baf2336fb7bca +-- realization_mode: agent +-- source_kind: agent +SELECT + "points", + SUM(CAST(NULLIF("price", '') AS REAL)) AS "total_measure" +FROM "c18" +GROUP BY "points" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_8198d9d345337e61.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_8198d9d345337e61.sql new file mode 100644 index 0000000000000000000000000000000000000000..3bd0bccce8625dd1c2302dc43a3edb67a8f90fb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_8198d9d345337e61.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_8198d9d345337e61 +-- problem_id: v2p_c18_4f95abe2ae8852a9 +-- realization_mode: agent +-- source_kind: agent +SELECT "price", SUM(CAST("row_id" AS NUMERIC)) AS "total_measure" +FROM "c18" +GROUP BY "price" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_82a3aeb8655ce916.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_82a3aeb8655ce916.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae8c56e822b7235a4a8f07d5f44a7baabd88433c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_82a3aeb8655ce916.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_82a3aeb8655ce916 +-- problem_id: v2p_c18_a64153ded6557c86 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "price", + COUNT(*) AS total_rows, + SUM(CASE WHEN "designation" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "designation" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "price" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_843e70ef201b2df5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_843e70ef201b2df5.sql new file mode 100644 index 0000000000000000000000000000000000000000..29d72008f3985f2d272f5e6ef2a57e258b47f17e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_843e70ef201b2df5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_843e70ef201b2df5 +-- problem_id: v2p_c18_025d4d7ebe096d77 +-- realization_mode: agent +-- source_kind: agent +SELECT "price", "taster_name", COUNT(*) AS row_count +FROM "c18" +WHERE "taster_twitter_handle" = '@vboone' +GROUP BY "price", "taster_name" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_85bc33062c077f74.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_85bc33062c077f74.sql new file mode 100644 index 0000000000000000000000000000000000000000..390dc2623b4b36af6827f77cd64480f4d3df817d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_85bc33062c077f74.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_85bc33062c077f74 +-- problem_id: v2p_c18_b601f6bf87f7dafe +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "price" AS value_label, COUNT(*) AS support + FROM "c18" + GROUP BY "price" +), 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_d/c18/sql/v2q_c18_865d63c7d7b80198.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_865d63c7d7b80198.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d78ce98cf61c92a418dce6df89dadd6305bb91d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_865d63c7d7b80198.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_865d63c7d7b80198 +-- problem_id: v2p_c18_b2b8e0da7e9d6278 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "country", + COUNT(*) AS total_rows, + SUM(CASE WHEN "region_1" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "region_1" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "country" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_8660e0c4418ab198.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_8660e0c4418ab198.sql new file mode 100644 index 0000000000000000000000000000000000000000..9098a62b52e76ef390ea80cb1d5a15552e987351 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_8660e0c4418ab198.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_m4_group_condition_rate +-- query_record_id: v2q_c18_8660e0c4418ab198 +-- problem_id: v2p_c18_33d3b6d80baa7a2d +-- realization_mode: agent +-- source_kind: agent +SELECT "points", + AVG(CASE WHEN "country" = 'US' THEN 1 ELSE 0 END) AS condition_rate +FROM "c18" +GROUP BY "points" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_88d40fcde64913cb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_88d40fcde64913cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..27b1e2cbe0c9bc27ecfac18eec95d59f4efea1dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_88d40fcde64913cb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_88d40fcde64913cb +-- problem_id: v2p_c18_43e5404cf35e49bb +-- realization_mode: agent +-- source_kind: agent +SELECT "points", "region_2", COUNT(*) AS row_count +FROM "c18" +WHERE "price" <> '' AND CAST("price" AS REAL) >= 25.0 +GROUP BY "points", "region_2" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_88f633a9def8b4b2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_88f633a9def8b4b2.sql new file mode 100644 index 0000000000000000000000000000000000000000..084e25470b9e4a23c711fc7e88de4ddfb2c8c518 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_88f633a9def8b4b2.sql @@ -0,0 +1,65 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_88f633a9def8b4b2 +-- problem_id: v2p_c18_f2e05246fc0583bb +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "region_2", + CAST("row_id" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "region_2" + ORDER BY CAST("row_id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "region_2" + ) AS "cnt" + FROM "c18" + WHERE "row_id" IS NOT NULL + AND TRIM("row_id") <> '' +), +"positions" AS ( + SELECT DISTINCT + "region_2", + (1.0 + 0.95 * ("cnt" - 1)) AS "pos", + CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + 0.95 * ("cnt" - 1)) = CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + p."region_2", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure_value" END) AS "lower_val", + MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure_value" END) AS "upper_val" + FROM "positions" AS p + JOIN "ordered" AS o + ON o."region_2" IS p."region_2" + GROUP BY + p."region_2", + p."pos", + p."lower_rn", + p."upper_rn" +) +SELECT + "region_2", + 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_d/c18/sql/v2q_c18_8a9fc223da79c8f6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_8a9fc223da79c8f6.sql new file mode 100644 index 0000000000000000000000000000000000000000..1cf5d6444bf818ddf0b919b9795c6bc62e3471d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_8a9fc223da79c8f6.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_8a9fc223da79c8f6 +-- problem_id: v2p_c18_d236b1f845e2729f +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "taster_name", + SUM(CASE WHEN "country" = 'US' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "country" = 'Portugal' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "c18" + GROUP BY "taster_name" +) +SELECT + "taster_name", + 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_d/c18/sql/v2q_c18_8d2541b994efef4e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_8d2541b994efef4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba6a21f6865f2db96cfd1fcbddfe24a14b2fdf70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_8d2541b994efef4e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_8d2541b994efef4e +-- problem_id: v2p_c18_85174535db8bd821 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "points", + COUNT(*) AS support, + AVG("price") AS avg_response +FROM "c18" +GROUP BY "points" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_8f715cbeba73576d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_8f715cbeba73576d.sql new file mode 100644 index 0000000000000000000000000000000000000000..a85b6a669d1c1267d2b9681dbcced316966044cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_8f715cbeba73576d.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_8f715cbeba73576d +-- problem_id: v2p_c18_e2b1d1f8e89df82a +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN NULLIF("price", '') IS NULL THEN NULL WHEN CAST("price" AS REAL) <= 25.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c18"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_91a476b8bff55345.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_91a476b8bff55345.sql new file mode 100644 index 0000000000000000000000000000000000000000..c83c7a80ee825aefb2bc434923583789919182ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_91a476b8bff55345.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_91a476b8bff55345 +-- problem_id: v2p_c18_12a0f22d837c1185 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "taster_twitter_handle", + "designation", + "row_id", + COUNT("row_id") OVER (PARTITION BY "taster_twitter_handle") AS "group_size" + FROM "c18" + WHERE "taster_twitter_handle" IS NOT NULL + AND "taster_twitter_handle" <> '' + AND "designation" IS NOT NULL + AND "designation" <> '' +) +SELECT + "taster_twitter_handle", + "designation", + COUNT("row_id") AS "total_measure", + COUNT("row_id") * 100.0 / SUM(COUNT("row_id")) OVER (PARTITION BY "taster_twitter_handle") AS "share_within_group" +FROM "base" +WHERE "group_size" >= 5 +GROUP BY "taster_twitter_handle", "designation" +ORDER BY "share_within_group" DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_94a064ca4b9c9738.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_94a064ca4b9c9738.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2faabaf37b2facdc12d9e79a38984d69ef953b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_94a064ca4b9c9738.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_94a064ca4b9c9738 +-- problem_id: v2p_c18_2bf808ec4773ff95 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "row_id", + NTILE(10) OVER (ORDER BY CAST("row_id" AS INTEGER) DESC) AS "tail_bucket" + FROM "c18" + WHERE "row_id" IS NOT NULL AND "row_id" <> '' +) +SELECT "row_id" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("row_id" AS INTEGER) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_960851325618510a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_960851325618510a.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5072f6eb696f2751301808780e03324975b44a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_960851325618510a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_960851325618510a +-- problem_id: v2p_c18_7e083e1327e9cefa +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "country", + COUNT(*) AS total_rows, + SUM(CASE WHEN "variety" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "variety" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "country" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_98b9e31aad67a5d9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_98b9e31aad67a5d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..c6212c904f2658690b2c84623ad03f3076d752c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_98b9e31aad67a5d9.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_98b9e31aad67a5d9 +-- problem_id: v2p_c18_3901b1dc5d6afc3a +-- realization_mode: agent +-- source_kind: agent +SELECT "taster_twitter_handle", SUM(CAST(NULLIF("points", '') AS NUMERIC)) AS total_measure +FROM "c18" +WHERE "taster_twitter_handle" IS NOT NULL + AND "taster_twitter_handle" <> '' +GROUP BY "taster_twitter_handle" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_98cf184c3fcd4c7c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_98cf184c3fcd4c7c.sql new file mode 100644 index 0000000000000000000000000000000000000000..b53e0534f19c8ad2bcfbfde6018a77748d18f30c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_98cf184c3fcd4c7c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_98cf184c3fcd4c7c +-- problem_id: v2p_c18_49ea0ab4cbcf2125 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "price", + COUNT(*) AS total_rows, + SUM(CASE WHEN "variety" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "variety" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "price" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_99bdd2d250676e16.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_99bdd2d250676e16.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f08382f1911b84872b5211eac36e54cd359b681 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_99bdd2d250676e16.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_99bdd2d250676e16 +-- problem_id: v2p_c18_e35b8d02aa071eff +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "points" AS "group_col", + "points" AS "item_col", + SUM(CAST("points" AS REAL)) AS "total_measure" + FROM "c18" + WHERE "points" IS NOT NULL AND TRIM("points") <> '' + GROUP BY "points", "points" +) +SELECT + "group_col", + "item_col", + "total_measure", + "total_measure" * 100.0 / SUM("total_measure") OVER (PARTITION BY "group_col") AS "share_within_group" +FROM "grouped" +ORDER BY "share_within_group" DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_9b005b53d4ddf35d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_9b005b53d4ddf35d.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c651b0b5ec755cae0cfef9bc3b93a394c0fd7df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_9b005b53d4ddf35d.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_9b005b53d4ddf35d +-- problem_id: v2p_c18_3201e2ccdae9d145 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "points", + SUM(CASE WHEN "country" = 'US' THEN 1 ELSE 0 END) AS "numerator_count", + SUM(CASE WHEN "country" = 'Portugal' THEN 1 ELSE 0 END) AS "denominator_count" + FROM "c18" + GROUP BY "points" +) +SELECT "points", + 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_d/c18/sql/v2q_c18_9d28f511e5f1bcf4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_9d28f511e5f1bcf4.sql new file mode 100644 index 0000000000000000000000000000000000000000..811ebda210badc2eeee7ea7b5742da69084eeeae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_9d28f511e5f1bcf4.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_9d28f511e5f1bcf4 +-- problem_id: v2p_c18_a0a6ddc2c52c1624 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "region_2" AS value_label, COUNT(*) AS support + FROM "c18" + GROUP BY "region_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_d/c18/sql/v2q_c18_9ea394f7bf3b6ac1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_9ea394f7bf3b6ac1.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f8281468d8976db936c92cc0033f9680e0191e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_9ea394f7bf3b6ac1.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_9ea394f7bf3b6ac1 +-- problem_id: v2p_c18_25eb104dd1478dc4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "price", + CAST(NULLIF("price", '') AS REAL) AS percentile_measure +FROM "c18" +WHERE NULLIF("price", '') IS NOT NULL +GROUP BY "price" +HAVING COUNT(*) >= 5 +ORDER BY percentile_measure DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a0ff2e0458126848.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a0ff2e0458126848.sql new file mode 100644 index 0000000000000000000000000000000000000000..00563adb872219c729df155a9c752917c0e9ef3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a0ff2e0458126848.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_a0ff2e0458126848 +-- problem_id: v2p_c18_99465ec6713f97a5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "description", + COUNT(*) AS support, + AVG("price") AS avg_response +FROM "c18" +GROUP BY "description" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a14bacd33ceb1a52.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a14bacd33ceb1a52.sql new file mode 100644 index 0000000000000000000000000000000000000000..81cef957a19f9b7ff876f3e7785728806aceebec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a14bacd33ceb1a52.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_a14bacd33ceb1a52 +-- problem_id: v2p_c18_6396cf5fe9db4a61 +-- realization_mode: agent +-- source_kind: agent +SELECT + "price", + "winery", + SUM(CAST("points" AS REAL)) AS total_measure, + SUM(CAST("points" AS REAL)) * 100.0 / + SUM(SUM(CAST("points" AS REAL))) OVER (PARTITION BY "price") AS share_within_group +FROM "c18" +WHERE "price" IS NOT NULL + AND "price" <> '' + AND "points" IS NOT NULL + AND "points" <> '' +GROUP BY "price", "winery" +ORDER BY share_within_group DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a1cb95aadd19a35b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a1cb95aadd19a35b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f80ed0fd0bd4d02fc9fedd9f91d56c45a89cabfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a1cb95aadd19a35b.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_a1cb95aadd19a35b +-- problem_id: v2p_c18_18ff44e4bd184c9b +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("row_id" AS REAL) <= 56702.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "c18"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a27871bec05f6c74.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a27871bec05f6c74.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a85eb15b3a9155565baf3007dd3d27cdd75aa76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a27871bec05f6c74.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_a27871bec05f6c74 +-- problem_id: v2p_c18_440dc1b03b83f545 +-- realization_mode: agent +-- source_kind: agent +SELECT + "points", + MAX(CAST("points" AS REAL)) AS percentile_measure +FROM "c18" +WHERE "points" IS NOT NULL + AND "points" <> '' +GROUP BY "points" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a41a88682131cb14.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a41a88682131cb14.sql new file mode 100644 index 0000000000000000000000000000000000000000..14592da9d1d17857e6522d9ab5f88feac3b705ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a41a88682131cb14.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_a41a88682131cb14 +-- problem_id: v2p_c18_97c5c2d4bc751c96 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "points" AS value_label, COUNT(*) AS support + FROM "c18" + GROUP BY "points" +), 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_d/c18/sql/v2q_c18_a495e41db1e765c6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a495e41db1e765c6.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bbdf359db90c3717b198a6725e4c8c07d3c370a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a495e41db1e765c6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_m4_group_condition_rate +-- query_record_id: v2q_c18_a495e41db1e765c6 +-- problem_id: v2p_c18_5ee3f70afbbca2dc +-- realization_mode: agent +-- source_kind: agent +SELECT + "region_2", + AVG(CASE WHEN "country" = 'US' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c18" +GROUP BY "region_2" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a54fdfeb2b03ef81.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a54fdfeb2b03ef81.sql new file mode 100644 index 0000000000000000000000000000000000000000..03e06d3cab88644acb0c2ed1d1fed8930340a6a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a54fdfeb2b03ef81.sql @@ -0,0 +1,53 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_a54fdfeb2b03ef81 +-- problem_id: v2p_c18_7884dc1d6c863481 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "taster_name", + "region_1", + CAST("points" AS REAL) AS "points" + FROM "c18" + WHERE "taster_name" IS NOT NULL + AND TRIM("taster_name") <> '' + AND "region_1" IS NOT NULL + AND TRIM("region_1") <> '' + AND "points" IS NOT NULL + AND TRIM("points") <> '' +), +"group_sizes" AS ( + SELECT + "taster_name" + FROM "base" + GROUP BY "taster_name" + HAVING COUNT(*) >= 5 +), +"agg" AS ( + SELECT + b."taster_name" AS "taster_name", + b."region_1" AS "region_1", + SUM(b."points") AS "total_measure", + COUNT(*) AS "support" + FROM "base" AS b + INNER JOIN "group_sizes" AS g + ON b."taster_name" = g."taster_name" + GROUP BY b."taster_name", b."region_1" + HAVING COUNT(*) >= 4 +) +SELECT + "taster_name", + "region_1", + "total_measure", + "total_measure" * 100.0 / SUM("total_measure") OVER (PARTITION BY "taster_name") AS "share_within_group" +FROM "agg" +ORDER BY "share_within_group" DESC +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a6f2d0f030107e32.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a6f2d0f030107e32.sql new file mode 100644 index 0000000000000000000000000000000000000000..6710d3bf038e6ab2d9f3307323418a691084d663 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_a6f2d0f030107e32.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_a6f2d0f030107e32 +-- problem_id: v2p_c18_8050828f84024193 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "taster_twitter_handle", + SUM(CAST("points" AS REAL)) AS group_value + FROM "c18" + WHERE "taster_twitter_handle" IS NOT NULL + AND "taster_twitter_handle" <> '' + AND "points" IS NOT NULL + AND "points" <> '' + GROUP BY "taster_twitter_handle" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT + g."taster_twitter_handle", + 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_d/c18/sql/v2q_c18_ac77b1bc0797b93b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_ac77b1bc0797b93b.sql new file mode 100644 index 0000000000000000000000000000000000000000..840c45c4068eea33b636f35ede8c6c0a54d0fc0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_ac77b1bc0797b93b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_ac77b1bc0797b93b +-- problem_id: v2p_c18_5e55ef56940b6e5f +-- realization_mode: agent +-- source_kind: agent +SELECT "region_2", COUNT(*) AS "row_count" +FROM "c18" +GROUP BY "region_2" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b1efbbc6d85392a1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b1efbbc6d85392a1.sql new file mode 100644 index 0000000000000000000000000000000000000000..278e538994970167b52f6d43f06d7f2f3fa31d8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b1efbbc6d85392a1.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_b1efbbc6d85392a1 +-- problem_id: v2p_c18_cf33e39a1afc51e8 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "row_id", + NTILE(10) OVER (ORDER BY CAST("row_id" AS INTEGER) DESC) AS tail_bucket + FROM "c18" +) +SELECT "row_id" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("row_id" AS INTEGER) DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b2334a771f3c96ad.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b2334a771f3c96ad.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f08be99bb2179478c98864c560d030a2c7b05bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b2334a771f3c96ad.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_b2334a771f3c96ad +-- problem_id: v2p_c18_9376a088af5b19eb +-- realization_mode: agent +-- source_kind: agent +SELECT + "points", + CAST("points" AS REAL) AS percentile_measure +FROM "c18" +WHERE "points" IS NOT NULL + AND "points" <> '' +GROUP BY "points" +HAVING COUNT(*) >= 5 +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b330da3f04687a92.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b330da3f04687a92.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdfe5932804d42e632ab87931a355ba1e093ae5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b330da3f04687a92.sql @@ -0,0 +1,31 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_b330da3f04687a92 +-- problem_id: v2p_c18_373068567d10e543 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "taster_twitter_handle", + SUM(CAST(NULLIF("points", '') AS REAL)) AS "group_value" + FROM "c18" + GROUP BY "taster_twitter_handle" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT + g."taster_twitter_handle", + 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_d/c18/sql/v2q_c18_b35079ec38431e9f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b35079ec38431e9f.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2193d25bd540a3c321a514cd1f460056d2d1aef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b35079ec38431e9f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_b35079ec38431e9f +-- problem_id: v2p_c18_1d3cae1fc37f15a2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "taster_twitter_handle", + COUNT(*) AS total_rows, + SUM(CASE WHEN "price" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "price" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "taster_twitter_handle" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b4989361c23798ca.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b4989361c23798ca.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a3f1e9d086cc89fcb997ff34d4a9b4077611e2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b4989361c23798ca.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_tail_low_support_group_count_v2 +-- query_record_id: v2q_c18_b4989361c23798ca +-- problem_id: v2p_c18_cf69c4cc9d21d329 +-- realization_mode: agent +-- source_kind: agent +SELECT + "price", + COUNT(*) AS "support" +FROM "c18" +GROUP BY "price" +ORDER BY "support" ASC, "price" +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b7d8ec51125ced82.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b7d8ec51125ced82.sql new file mode 100644 index 0000000000000000000000000000000000000000..50bbbafda27631d95283f94ae2cabe270065ab30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b7d8ec51125ced82.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_b7d8ec51125ced82 +-- problem_id: v2p_c18_fc8e005fb0db6ac1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "taster_twitter_handle", + "title", + SUM(CAST(NULLIF("price", '') AS REAL)) AS total_measure, + SUM(CAST(NULLIF("price", '') AS REAL)) * 100.0 / SUM(SUM(CAST(NULLIF("price", '') AS REAL))) OVER (PARTITION BY "taster_twitter_handle") AS share_within_group +FROM "c18" +WHERE NULLIF("price", '') IS NOT NULL + AND NULLIF("taster_twitter_handle", '') IS NOT NULL +GROUP BY "taster_twitter_handle", "title" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b7faa1338071d92f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b7faa1338071d92f.sql new file mode 100644 index 0000000000000000000000000000000000000000..e61196c01ac3a0a0f734b2e9d13be791de94e646 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b7faa1338071d92f.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_b7faa1338071d92f +-- problem_id: v2p_c18_76e3420a522033bf +-- realization_mode: agent +-- source_kind: agent +SELECT "taster_name", "region_1", + SUM(CAST("points" AS REAL)) AS total_measure, + SUM(CAST("points" AS REAL)) * 100.0 / SUM(SUM(CAST("points" AS REAL))) OVER (PARTITION BY "taster_name") AS share_within_group +FROM "c18" +WHERE "points" IS NOT NULL AND "points" <> '' +GROUP BY "taster_name", "region_1" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b8616a9293c3f8e2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b8616a9293c3f8e2.sql new file mode 100644 index 0000000000000000000000000000000000000000..1df459b612d938b26ccc3292167d26b16e8ffcf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_b8616a9293c3f8e2.sql @@ -0,0 +1,31 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_b8616a9293c3f8e2 +-- problem_id: v2p_c18_9320a150d6aa3f7d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "region_2", + COUNT("row_id") AS group_value + FROM "c18" + GROUP BY "region_2" +), +total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT + g."region_2", + 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_d/c18/sql/v2q_c18_bab0edac8882e4c6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_bab0edac8882e4c6.sql new file mode 100644 index 0000000000000000000000000000000000000000..86cec5ce1c6e5fe371960db217b53f1c0f267ab7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_bab0edac8882e4c6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_bab0edac8882e4c6 +-- problem_id: v2p_c18_5b9ac7d6b571011e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "variety" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "variety" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_bfd015fa86c4f35d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_bfd015fa86c4f35d.sql new file mode 100644 index 0000000000000000000000000000000000000000..8df7e5cc6f82ed8602acbdd9f7837591062713c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_bfd015fa86c4f35d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_bfd015fa86c4f35d +-- problem_id: v2p_c18_903f921cc0cddb62 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "province" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "province" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_c15a153f6acc0e6d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_c15a153f6acc0e6d.sql new file mode 100644 index 0000000000000000000000000000000000000000..db89ead383b8ee05aafd10b3130a548139501765 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_c15a153f6acc0e6d.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_c15a153f6acc0e6d +-- problem_id: v2p_c18_f486e73868999a21 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "taster_twitter_handle", + SUM(CAST(NULLIF("price", '') AS REAL)) AS group_value + FROM "c18" + WHERE "taster_twitter_handle" IS NOT NULL + AND "taster_twitter_handle" <> '' + AND "price" IS NOT NULL + AND "price" <> '' + GROUP BY "taster_twitter_handle" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT + g."taster_twitter_handle", + 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_d/c18/sql/v2q_c18_c329ad20a4b3e116.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_c329ad20a4b3e116.sql new file mode 100644 index 0000000000000000000000000000000000000000..6119eeeb16fc10614834bc1f532ffdc256da82c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_c329ad20a4b3e116.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c18_c329ad20a4b3e116 +-- problem_id: v2p_c18_f72f0ee16126d9c0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "region_2", + COUNT(*) AS "support" +FROM "c18" +GROUP BY "region_2" +ORDER BY "support" ASC, "region_2" +LIMIT 17; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_c4b9d4e38719dd1e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_c4b9d4e38719dd1e.sql new file mode 100644 index 0000000000000000000000000000000000000000..121863a086bfa36badbdfe77d7823d12a1172c50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_c4b9d4e38719dd1e.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_c4b9d4e38719dd1e +-- problem_id: v2p_c18_cb0a3183ae7738de +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT CAST(NULLIF("price", '') AS REAL) AS "price", + SUM(CAST(NULLIF("points", '') AS REAL)) AS "group_value" + FROM "c18" + WHERE NULLIF("price", '') IS NOT NULL + AND NULLIF("points", '') IS NOT NULL + GROUP BY CAST(NULLIF("price", '') AS REAL) +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."price", 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_d/c18/sql/v2q_c18_c642e7b21dff8e76.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_c642e7b21dff8e76.sql new file mode 100644 index 0000000000000000000000000000000000000000..e10adbe77a482ebe945544ab4cd62d7effebb851 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_c642e7b21dff8e76.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_c642e7b21dff8e76 +-- problem_id: v2p_c18_f46118fa5540af27 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "designation", + COUNT(*) AS support, + AVG("price") AS avg_response +FROM "c18" +GROUP BY "designation" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_c7eaa7ad0d233b9e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_c7eaa7ad0d233b9e.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba9d74166423d4d8063da500486a4cabc882cd68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_c7eaa7ad0d233b9e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_c7eaa7ad0d233b9e +-- problem_id: v2p_c18_33e754b81a69e2de +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "row_id", + COUNT(*) AS support, + AVG("points") AS avg_response +FROM "c18" +GROUP BY "row_id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_ca462fb6002d7410.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_ca462fb6002d7410.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc0ff1e53d92ad9f3c4b02bee5fafe11c24551dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_ca462fb6002d7410.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_ca462fb6002d7410 +-- problem_id: v2p_c18_f5397db27fe4de8e +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "taster_name", SUM(CAST(NULLIF("points", '') AS REAL)) AS group_value + FROM "c18" + WHERE NULLIF("taster_name", '') IS NOT NULL + AND NULLIF("points", '') IS NOT NULL + GROUP BY "taster_name" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."taster_name", 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_d/c18/sql/v2q_c18_ca6ae5e7be2ee5c1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_ca6ae5e7be2ee5c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d8447602ff273536fe401a078e3a4b38faf74f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_ca6ae5e7be2ee5c1.sql @@ -0,0 +1,48 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_ca6ae5e7be2ee5c1 +-- problem_id: v2p_c18_9ecab157c0a5d0d1 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + CAST("price" AS REAL) AS "price", + CAST("points" AS REAL) AS "points" + FROM "c18" + WHERE NULLIF("price", '') IS NOT NULL + AND NULLIF("points", '') IS NOT NULL +), +"ranked" AS ( + SELECT + "price", + "points", + ROW_NUMBER() OVER ( + PARTITION BY "price" + ORDER BY "points" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "price" + ) AS "cnt" + FROM "base" +), +"picked" AS ( + SELECT + "price", + "points" AS "percentile_measure", + "cnt" + FROM "ranked" + WHERE "rn" = CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "price", + "percentile_measure" +FROM "picked" +WHERE "cnt" >= 5 +ORDER BY "percentile_measure" DESC, "price" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_cc28b7e7c7f90174.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_cc28b7e7c7f90174.sql new file mode 100644 index 0000000000000000000000000000000000000000..93abd6b136571d338860af9e38d7eda9e96af9c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_cc28b7e7c7f90174.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_cc28b7e7c7f90174 +-- problem_id: v2p_c18_062ece11f42b55f6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + COUNT(*) AS total_rows, + SUM(CASE WHEN "price" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "price" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_ceac2e66a6c74007.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_ceac2e66a6c74007.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7738892edf1e20da4cd511d596235c2c8e6b56e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_ceac2e66a6c74007.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_ceac2e66a6c74007 +-- problem_id: v2p_c18_acb77b4fd454cd87 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("price" AS REAL) AS "price", + NTILE(10) OVER (ORDER BY CAST("price" AS REAL) DESC) AS "tail_bucket" + FROM "c18" + WHERE "price" IS NOT NULL AND TRIM("price") <> '' +) +SELECT "price" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "price" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_d0ba91a9746e50da.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_d0ba91a9746e50da.sql new file mode 100644 index 0000000000000000000000000000000000000000..db568fa50a90d2ebe9830409d6a73c48d2d88c52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_d0ba91a9746e50da.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_d0ba91a9746e50da +-- problem_id: v2p_c18_1694dc999a68c7b7 +-- realization_mode: agent +-- source_kind: agent +SELECT "region_2", SUM(CAST("price" AS REAL)) AS total_measure +FROM "c18" +WHERE TRIM(COALESCE("price", '')) <> '' AND TRIM(COALESCE("region_2", '')) <> '' +GROUP BY "region_2" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_d213bfd2cee778f8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_d213bfd2cee778f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..014c19b4c8f8cf6a405804cbbe702fd0470a0366 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_d213bfd2cee778f8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_d213bfd2cee778f8 +-- problem_id: v2p_c18_f7508301587c8166 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "region_2", + COUNT(*) AS total_rows, + SUM(CASE WHEN "taster_name" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "taster_name" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "region_2" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_d758110ad5ea779d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_d758110ad5ea779d.sql new file mode 100644 index 0000000000000000000000000000000000000000..13f4ba82329514a89a0f58c73b707275ecff9395 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_d758110ad5ea779d.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_d758110ad5ea779d +-- problem_id: v2p_c18_d49c21bbbe3f57b5 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST(NULLIF("price", '') AS REAL) AS "price", + NTILE(10) OVER (ORDER BY CAST(NULLIF("price", '') AS REAL) DESC) AS tail_bucket + FROM "c18" + WHERE NULLIF("price", '') IS NOT NULL +) +SELECT "price" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "price" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_d7d8577feb0fb1e0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_d7d8577feb0fb1e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..b10195b4819a9f02f47dd45e7dd71f9c78018064 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_d7d8577feb0fb1e0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_d7d8577feb0fb1e0 +-- problem_id: v2p_c18_04099e15c6d69eae +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "country", + COUNT(*) AS support, + AVG("row_id") AS avg_response +FROM "c18" +GROUP BY "country" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_db2fbed8b25d17a3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_db2fbed8b25d17a3.sql new file mode 100644 index 0000000000000000000000000000000000000000..d26d7c28c9401de5547b6cfc8d0a30a8fa793f14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_db2fbed8b25d17a3.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_db2fbed8b25d17a3 +-- problem_id: v2p_c18_8a72e2cbd8492e24 +-- realization_mode: agent +-- source_kind: agent +SELECT + CAST(NULLIF("price", '') AS REAL) AS "price_group", + CAST(NULLIF("price", '') AS REAL) AS "price_item", + SUM(CAST(NULLIF("price", '') AS REAL)) AS "total_measure", + SUM(CAST(NULLIF("price", '') AS REAL)) * 100.0 + / SUM(SUM(CAST(NULLIF("price", '') AS REAL))) OVER ( + PARTITION BY CAST(NULLIF("price", '') AS REAL) + ) AS "share_within_group" +FROM "c18" +WHERE NULLIF("price", '') IS NOT NULL +GROUP BY + CAST(NULLIF("price", '') AS REAL), + CAST(NULLIF("price", '') AS REAL) +ORDER BY "share_within_group" DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e025f0e864d772b5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e025f0e864d772b5.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf7cc06eab45a6d06c544e49082102340ef26a26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e025f0e864d772b5.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_e025f0e864d772b5 +-- problem_id: v2p_c18_434afe6bdfabc2ec +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "taster_twitter_handle", SUM(CAST(NULLIF("price", '') AS REAL)) AS group_value + FROM "c18" + GROUP BY "taster_twitter_handle" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."taster_twitter_handle", 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_d/c18/sql/v2q_c18_e03223d1fe1a3e58.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e03223d1fe1a3e58.sql new file mode 100644 index 0000000000000000000000000000000000000000..48580f7ddaa4d06906fbe8e4b45e1e8f0d1847af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e03223d1fe1a3e58.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_e03223d1fe1a3e58 +-- problem_id: v2p_c18_f6869d204191943f +-- realization_mode: agent +-- source_kind: agent +SELECT "taster_twitter_handle", SUM(CAST(NULLIF("points", '') AS REAL)) AS total_measure +FROM "c18" +GROUP BY "taster_twitter_handle" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e34745a889dddc4c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e34745a889dddc4c.sql new file mode 100644 index 0000000000000000000000000000000000000000..5cc6feb3262f3cb9723fe3ae4d2799fe197b9094 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e34745a889dddc4c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_e34745a889dddc4c +-- problem_id: v2p_c18_461c9a0c8c6756d7 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "country", + COUNT(*) AS total_rows, + SUM(CASE WHEN "province" IS NULL THEN 1 ELSE 0 END) AS missing_rows, + AVG(CASE WHEN "province" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate +FROM "c18" +GROUP BY "country" +ORDER BY missing_rate DESC, total_rows DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e39966d96d67ab6d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e39966d96d67ab6d.sql new file mode 100644 index 0000000000000000000000000000000000000000..d80610db10639a5a94cdc1c572137e34d20ae838 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e39966d96d67ab6d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_e39966d96d67ab6d +-- problem_id: v2p_c18_2070b6370551e480 +-- realization_mode: agent +-- source_kind: agent +SELECT "points", "taster_twitter_handle", COUNT(*) AS row_count +FROM "c18" +WHERE "region_2" = 'Napa' +GROUP BY "points", "taster_twitter_handle" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e4fcda3403440299.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e4fcda3403440299.sql new file mode 100644 index 0000000000000000000000000000000000000000..1fb4c6c4cafb0dd2409648b5575a5bf5b3ee2d26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e4fcda3403440299.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c18_e4fcda3403440299 +-- problem_id: v2p_c18_6f47b74217db3f98 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "points", + AVG(CAST("row_id" AS REAL)) OVER (PARTITION BY "points") AS "avg_measure" +FROM "c18" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e87733f30a03ceed.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e87733f30a03ceed.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca9a2f085069bdb7fcf0d43c6637a8b67b83e4c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e87733f30a03ceed.sql @@ -0,0 +1,69 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_e87733f30a03ceed +-- problem_id: v2p_c18_32e8bdef774fc7e4 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "taster_twitter_handle", + CAST("price" AS REAL) AS "price_num" + FROM "c18" + WHERE "price" IS NOT NULL + AND "price" <> '' + AND "taster_twitter_handle" IS NOT NULL + AND "taster_twitter_handle" <> '' +), +"ranked" AS ( + SELECT + "taster_twitter_handle", + "price_num", + ROW_NUMBER() OVER ( + PARTITION BY "taster_twitter_handle" + ORDER BY "price_num" + ) AS "pos", + COUNT(*) OVER ( + PARTITION BY "taster_twitter_handle" + ) AS "cnt", + 1.0 + 0.9 * (COUNT(*) OVER (PARTITION BY "taster_twitter_handle") - 1) AS "rn" + FROM "base" +), +"bounds" AS ( + SELECT DISTINCT + "taster_twitter_handle", + "cnt", + CAST("rn" AS INTEGER) AS "lo_pos", + CASE + WHEN CAST("rn" AS INTEGER) < "rn" THEN CAST("rn" AS INTEGER) + 1 + ELSE CAST("rn" AS INTEGER) + END AS "hi_pos", + "rn" + FROM "ranked" +) +SELECT + r."taster_twitter_handle", + CASE + WHEN b."lo_pos" = b."hi_pos" THEN MAX(CASE WHEN r."pos" = b."lo_pos" THEN r."price_num" END) + ELSE + (b."hi_pos" - b."rn") * MAX(CASE WHEN r."pos" = b."lo_pos" THEN r."price_num" END) + + (b."rn" - b."lo_pos") * MAX(CASE WHEN r."pos" = b."hi_pos" THEN r."price_num" END) + END AS "percentile_measure" +FROM "ranked" AS r +JOIN "bounds" AS b + ON r."taster_twitter_handle" = b."taster_twitter_handle" +WHERE b."cnt" >= 5 +GROUP BY + r."taster_twitter_handle", + b."cnt", + b."lo_pos", + b."hi_pos", + b."rn" +ORDER BY "percentile_measure" DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e8d05596ca9cc284.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e8d05596ca9cc284.sql new file mode 100644 index 0000000000000000000000000000000000000000..1297d175f1dd508f62d828c44ce89f3426eec60e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_e8d05596ca9cc284.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_e8d05596ca9cc284 +-- problem_id: v2p_c18_8d423aa86e73cdcb +-- realization_mode: agent +-- source_kind: agent +SELECT "region_2", SUM(CAST(NULLIF("price", '') AS REAL)) AS total_measure +FROM "c18" +GROUP BY "region_2" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_eae7e4e9325fe096.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_eae7e4e9325fe096.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed853848c81926baa9e69ea410e689147268207c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_eae7e4e9325fe096.sql @@ -0,0 +1,73 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_eae7e4e9325fe096 +-- problem_id: v2p_c18_171e7c05647df4e0 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + CAST("price" AS REAL) AS "price", + CAST("points" AS REAL) AS "points" + FROM "c18" + WHERE "price" IS NOT NULL + AND TRIM("price") <> '' + AND "points" IS NOT NULL + AND TRIM("points") <> '' +), +"ranked" AS ( + SELECT + "price", + "points", + ROW_NUMBER() OVER (PARTITION BY "price" ORDER BY "points") AS "rn", + COUNT(*) OVER (PARTITION BY "price") AS "cnt" + FROM "filtered" +), +"positions" AS ( + SELECT DISTINCT + "price", + "cnt", + (1.0 + (0.9 * ("cnt" - 1))) AS "pos", + CAST((1.0 + (0.9 * ("cnt" - 1))) AS INTEGER) AS "lower_rn", + CAST((1.0 + (0.9 * ("cnt" - 1))) AS INTEGER) + CASE + WHEN (1.0 + (0.9 * ("cnt" - 1))) > CAST((1.0 + (0.9 * ("cnt" - 1))) AS INTEGER) THEN 1 + ELSE 0 + END AS "upper_rn" + FROM "ranked" +), +"bounds" AS ( + SELECT + "p"."price", + "p"."cnt", + "p"."pos", + "p"."lower_rn", + "p"."upper_rn", + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."points" END) AS "lower_val", + MAX(CASE WHEN "r"."rn" = "p"."upper_rn" THEN "r"."points" END) AS "upper_val" + FROM "positions" AS "p" + JOIN "ranked" AS "r" + ON "r"."price" = "p"."price" + GROUP BY + "p"."price", + "p"."cnt", + "p"."pos", + "p"."lower_rn", + "p"."upper_rn" +) +SELECT + "price", + CASE + WHEN "lower_val" IS NULL THEN NULL + WHEN "upper_rn" = "lower_rn" OR "upper_val" IS NULL THEN "lower_val" + ELSE "lower_val" + (("pos" - "lower_rn") * ("upper_val" - "lower_val")) + END AS "percentile_measure" +FROM "bounds" +WHERE "cnt" >= 5 +ORDER BY "percentile_measure" DESC, "price" DESC +LIMIT 11; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_f24bbd40cee67ce8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_f24bbd40cee67ce8.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3b370883d5af9880746aa146ecac1532490edc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_f24bbd40cee67ce8.sql @@ -0,0 +1,68 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_f24bbd40cee67ce8 +-- problem_id: v2p_c18_4b14d8d4f3b2296b +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "taster_twitter_handle" AS "group_col", + CAST("price" AS REAL) AS "measure_col" + FROM "c18" + WHERE "taster_twitter_handle" IS NOT NULL + AND "taster_twitter_handle" <> '' + AND "price" IS NOT NULL + AND "price" <> '' +), +"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 "filtered" +), +"bounds" AS ( + SELECT DISTINCT + "group_col", + "cnt", + 1.0 + 0.95 * ("cnt" - 1) AS "pos", + CAST(1.0 + 0.95 * ("cnt" - 1) AS INT) AS "lower_rn", + CASE + WHEN 1.0 + 0.95 * ("cnt" - 1) > CAST(1.0 + 0.95 * ("cnt" - 1) AS INT) + THEN CAST(1.0 + 0.95 * ("cnt" - 1) AS INT) + 1 + ELSE CAST(1.0 + 0.95 * ("cnt" - 1) AS INT) + END AS "upper_rn" + FROM "ranked" + WHERE "cnt" >= 5 +), +"picked" AS ( + SELECT + b."group_col", + b."pos", + b."lower_rn", + b."upper_rn", + MAX(CASE WHEN r."rn" = b."lower_rn" THEN r."measure_col" END) AS "lower_val", + MAX(CASE WHEN r."rn" = b."upper_rn" THEN r."measure_col" END) AS "upper_val" + FROM "bounds" AS b + JOIN "ranked" AS r + ON r."group_col" = b."group_col" + GROUP BY b."group_col", b."pos", b."lower_rn", b."upper_rn" +) +SELECT + "group_col" AS "taster_twitter_handle", + CASE + WHEN "lower_val" IS NULL THEN NULL + WHEN "upper_rn" = "lower_rn" OR "upper_val" IS NULL THEN "lower_val" + ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_f29743de807368a2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_f29743de807368a2.sql new file mode 100644 index 0000000000000000000000000000000000000000..d01d5427141d7ca3652763ff124e1b252d8cad4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_f29743de807368a2.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c18_f29743de807368a2 +-- problem_id: v2p_c18_2d0852ce09fddf3c +-- realization_mode: agent +-- source_kind: agent +SELECT + "price", + COUNT(*) AS "support" +FROM "c18" +GROUP BY "price" +ORDER BY "support" ASC, "price" +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_f340578bf1eb5c6c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_f340578bf1eb5c6c.sql new file mode 100644 index 0000000000000000000000000000000000000000..ebe46ffbf750f2cc130e4515b51aaddf3b64f157 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_f340578bf1eb5c6c.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_f340578bf1eb5c6c +-- problem_id: v2p_c18_e2710ec43a9c7b7e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "taster_name" AS value_label, COUNT(*) AS support + FROM "c18" + GROUP BY "taster_name" +) +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_d/c18/sql/v2q_c18_f78c1e2fa20e9f84.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_f78c1e2fa20e9f84.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e474f51217d4f7a33393a270fe042abea7be59c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_f78c1e2fa20e9f84.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_f78c1e2fa20e9f84 +-- problem_id: v2p_c18_030eb87122694b8e +-- realization_mode: agent +-- source_kind: agent +SELECT "price", "region_2", COUNT(*) AS "row_count" +FROM "c18" +WHERE "taster_name" = 'Kerin O’Keefe' +GROUP BY "price", "region_2" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_fb913b60d4e2909d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_fb913b60d4e2909d.sql new file mode 100644 index 0000000000000000000000000000000000000000..32c3816a09f20e2f33e7ce1a4c2994af6cd97b09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_fb913b60d4e2909d.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_tail_low_support_group_count_v2 +-- query_record_id: v2q_c18_fb913b60d4e2909d +-- problem_id: v2p_c18_5d58893ea5cf5e7e +-- realization_mode: agent +-- source_kind: agent +SELECT + "taster_name", + COUNT(*) AS "support" +FROM "c18" +GROUP BY "taster_name" +ORDER BY "support" ASC, "taster_name" +LIMIT 13; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_fc55633d2c83ebf3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_fc55633d2c83ebf3.sql new file mode 100644 index 0000000000000000000000000000000000000000..88cbcaa4b822ac38b933f264483696fb6e21f4e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/c18/sql/v2q_c18_fc55633d2c83ebf3.sql @@ -0,0 +1,51 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_d +-- sql_source_dataset_id: c18 +-- 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_c18_fc55633d2c83ebf3 +-- problem_id: v2p_c18_e7a984b8c38a8719 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "taster_twitter_handle", + CAST("row_id" AS INTEGER) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "taster_twitter_handle" + ORDER BY CAST("row_id" AS INTEGER) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "taster_twitter_handle" + ) AS "cnt" + FROM "c18" + WHERE "taster_twitter_handle" IS NOT NULL + AND "taster_twitter_handle" <> '' + AND "row_id" IS NOT NULL + AND "row_id" <> '' +), +"eligible" AS ( + SELECT + "taster_twitter_handle", + "measure_value", + "rn", + "cnt", + CAST((0.95 * "cnt") AS INTEGER) + CASE + WHEN (0.95 * "cnt") > CAST((0.95 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END AS "target_rn" + FROM "ranked" + WHERE "cnt" >= 5 +) +SELECT + "taster_twitter_handle", + MIN("measure_value") AS "percentile_measure" +FROM "eligible" +WHERE "rn" >= "target_rn" +GROUP BY "taster_twitter_handle" +ORDER BY "percentile_measure" DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..961eeb976540075357e12f8da976b9c2225a4053 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6661, "bytes_utf8": 6661, "lines": 216, "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": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 264, "reasoning_output_tokens": 165}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0f86af24b16c7b389d3175b99ae8d851a009a642 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_02b125eb23c4f8cb", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 264, + "total_tokens": 14295, + "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": 8850.06, + "sql_execution_elapsed_ms_total": 14.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/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_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4c95b627ae65e9a81a59764f2a027562d4bdaec1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/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": "2026-05-19T15:29:05.997103+00:00", + "ended_at": "2026-05-19T15:29:14.847208+00:00", + "elapsed_ms": 8850.06, + "prompt_metrics": { + "chars": 6661, + "bytes_utf8": 6661, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 739, + "bytes_utf8": 739, + "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": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 264, + "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_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5801eb301c70bc85f78eb5861eca1439c6ef53bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute3, measure_col=attribute3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute3", + "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": 89.0, + "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_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0aaec2db362d530ceac75c96bca0cb297e05ac65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-deed-7453-bb76-b2894b3a5f55"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute3\\\", SUM(CAST(\\\"attribute3\\\" AS REAL)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col and measure_col both bound to \\\"attribute3\\\". CAST is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":12032,"output_tokens":264,"reasoning_output_tokens":165}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4925d4aeece5d03ae2b33e93417e945cfec1a6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"attribute3\", SUM(CAST(\"attribute3\" AS REAL)) AS total_measure\nFROM \"n17\"\nGROUP BY \"attribute3\"\nORDER BY total_measure DESC;","notes":"Used the required Grouped Numeric Sum template with group_col and measure_col both bound to \"attribute3\". CAST 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_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_02b125eb23c4f8cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d1d24102a1545731edb95bf3b53bd68b54bd327 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7075, "bytes_utf8": 7075, "lines": 218, "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": 708, "bytes_utf8": 708, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14150, "cached_input_tokens": 12672, "output_tokens": 713, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06638eb231e6008e29f6429b066873d0bce2dfb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_03872d10f9015523", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 12672, + "output_tokens": 713, + "total_tokens": 14863, + "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": 13258.84, + "sql_execution_elapsed_ms_total": 30.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/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_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39de2c45f1a4957092e5dcc036bf97ec4b09a8f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/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": "2026-05-19T15:37:04.600307+00:00", + "ended_at": "2026-05-19T15:37:17.859187+00:00", + "elapsed_ms": 13258.84, + "prompt_metrics": { + "chars": 7075, + "bytes_utf8": 7075, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1125, + "bytes_utf8": 1125, + "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": 708, + "bytes_utf8": 708, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14150, + "cached_input_tokens": 12672, + "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_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56056485a0076af2011236585b05005137e35f36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute2, measure_col=attribute5.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute2", + "measure_col": "attribute5", + "item_col": "attribute6", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f545289a362760a83cf13e6893853766d58262a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-2c70-7951-81de-a5d0d93f6d55"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"attribute2\\\",\\n \\\"attribute6\\\",\\n \\\"total_measure\\\",\\n \\\"total_measure\\\" * 100.0 / SUM(\\\"total_measure\\\") OVER (PARTITION BY \\\"attribute2\\\") AS \\\"share_within_group\\\"\\nFROM (\\n SELECT\\n \\\"attribute2\\\",\\n \\\"attribute6\\\",\\n SUM(CAST(\\\"attribute5\\\" AS REAL)) AS \\\"total_measure\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute2\\\", \\\"attribute6\\\"\\n)\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 16;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"attribute2\\\", item_col=\\\"attribute6\\\", and measure_col=\\\"attribute5\\\". Cast \\\"attribute5\\\" to REAL because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14150,"cached_input_tokens":12672,"output_tokens":713,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..233af773d7951a4a200a65650bf835a8f5451eb0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"attribute2\",\n \"attribute6\",\n \"total_measure\",\n \"total_measure\" * 100.0 / SUM(\"total_measure\") OVER (PARTITION BY \"attribute2\") AS \"share_within_group\"\nFROM (\n SELECT\n \"attribute2\",\n \"attribute6\",\n SUM(CAST(\"attribute5\" AS REAL)) AS \"total_measure\"\n FROM \"n17\"\n GROUP BY \"attribute2\", \"attribute6\"\n)\nORDER BY \"share_within_group\" DESC\nLIMIT 16;","notes":"Applied the planned Within-Group Share of Total template with group_col=\"attribute2\", item_col=\"attribute6\", and measure_col=\"attribute5\". Cast \"attribute5\" to REAL because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03872d10f9015523/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5537e3987d41b42c4d5037dad30a3f616b216e14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7457, "bytes_utf8": 7457, "lines": 219, "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": 626, "bytes_utf8": 626, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14238, "cached_input_tokens": 12672, "output_tokens": 375, "reasoning_output_tokens": 203}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3de2e1dc5eed823dd7f339ea9d206febcc97511f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_03f33b10a85b14ba", + "api_calls": 0, + "input_tokens": 14238, + "cached_input_tokens": 12672, + "output_tokens": 375, + "total_tokens": 14613, + "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": 9330.42, + "sql_execution_elapsed_ms_total": 17.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/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_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca0ffdb9089d04c18d81199a4de5503341fe0d9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/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": "2026-05-19T15:39:56.344270+00:00", + "ended_at": "2026-05-19T15:40:05.674728+00:00", + "elapsed_ms": 9330.42, + "prompt_metrics": { + "chars": 7457, + "bytes_utf8": 7457, + "lines": 219, + "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": 626, + "bytes_utf8": 626, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14238, + "cached_input_tokens": 12672, + "output_tokens": 375, + "reasoning_output_tokens": 203 + } + }, + "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_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6eafc1f747b8a898c558ed1743141e64fcfbc4fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=attribute3, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "attribute3", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 42.0, + "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_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71d81f5947ef73edf4c7df5761146ace11c80b94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-cb2c-7830-8033-c847badf7a75"} +{"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 \\\"attribute3\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute3\\\"\\n)\\nSELECT \\\"attribute3\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes the ratio of rows with class='1' to rows with class='4' for each attribute3 group, following the planned grouped ratio template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14238,"cached_input_tokens":12672,"output_tokens":375,"reasoning_output_tokens":203}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6eae41911272f45a6f9f20d8fef313892f39c49d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"attribute3\",\n SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n17\"\n GROUP BY \"attribute3\"\n)\nSELECT \"attribute3\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Computes the ratio of rows with class='1' to rows with class='4' for each attribute3 group, following the planned grouped ratio template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_03f33b10a85b14ba/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ffa84c3772032c094f42369ada182da443afe07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/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": "2026-05-19T16:04:10.858430+00:00", + "ended_at": "2026-05-19T16:04:14.066267+00:00", + "elapsed_ms": 3207.81, + "returncode": 1, + "prompt_metrics": { + "chars": 6747, + "bytes_utf8": 6747, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2efefcaba6134c24954d2359be83117db646a097 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/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": "2026-05-19T16:04:15.068878+00:00", + "ended_at": "2026-05-19T16:04:18.586246+00:00", + "elapsed_ms": 3517.32, + "returncode": 1, + "prompt_metrics": { + "chars": 6747, + "bytes_utf8": 6747, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c36411362ee81162d793021575e54d0e8b9121fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=attribute3, measure_col=attribute7.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute7", + "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": 42.0, + "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_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c36411362ee81162d793021575e54d0e8b9121fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=attribute3, measure_col=attribute7.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute7", + "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": 42.0, + "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_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f13d350eff253fd7a2a6f3cf3bd543e07827eeca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-fd10-7680-8a9e-2474b869e2ab"} +{"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_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13d1c87b0ec9410d9b2563a9889ce2aea23831f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-fd10-7680-8a9e-2474b869e2ab"} +{"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_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a86ca135ebe28b0e9ec9252b9ea671f2580dbd29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-0d65-75f0-bba5-8200c1dddce3"} +{"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_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..13f91ff2dc444e9b6348d69831df0b4dbf80a39f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-0d65-75f0-bba5-8200c1dddce3"} +{"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_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_051af4b36b3776ee/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c32da86efd096b27e85209eac5f31729de1f9506 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6827, "bytes_utf8": 6827, "lines": 214, "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": 579, "bytes_utf8": 579, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14084, "cached_input_tokens": 12672, "output_tokens": 379, "reasoning_output_tokens": 226}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..834181859219f92c9f678d4e0079172ecfa40719 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_05bbc3cf895255e0", + "api_calls": 0, + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 379, + "total_tokens": 14463, + "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": 10199.81, + "sql_execution_elapsed_ms_total": 35.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/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_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e511afef910851e0c0d70f21a4320c618cfe9b15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/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": "2026-05-19T15:44:25.716580+00:00", + "ended_at": "2026-05-19T15:44:35.916424+00:00", + "elapsed_ms": 10199.81, + "prompt_metrics": { + "chars": 6827, + "bytes_utf8": 6827, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 943, + "bytes_utf8": 943, + "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": 579, + "bytes_utf8": 579, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 379, + "reasoning_output_tokens": 226 + } + }, + "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_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3ccc1cb9f9345d2aede4fee7e0c5f5fa51b00e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute6.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "attribute6", + "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": 6.0, + "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_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3aa10e88a037ae85ca461ba94913a58b119e18a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-e788-7600-ac56-b7ffb1da594a"} +{"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\\n \\\"attribute6\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute6\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute6\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"attribute6\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"attribute6\\\" and num_tiles=10. CAST(\\\"attribute6\\\" AS REAL) is used because the SQLite schema stores this numeric field as TEXT, and numeric ordering is required for the tail slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14084,"cached_input_tokens":12672,"output_tokens":379,"reasoning_output_tokens":226}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f9f99d1dfd2a3b5ec68ed5cdec485d146c59682 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n \"attribute6\",\n NTILE(10) OVER (ORDER BY CAST(\"attribute6\" AS REAL) DESC) AS tail_bucket\n FROM \"n17\"\n)\nSELECT \"attribute6\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"attribute6\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"attribute6\" and num_tiles=10. CAST(\"attribute6\" AS REAL) is used because the SQLite schema stores this numeric field as TEXT, and numeric ordering is required for the tail slice."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_05bbc3cf895255e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f0e457d4a1dddd45480db2601b81aafb532c0a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6894, "bytes_utf8": 6894, "lines": 219, "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": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14091, "cached_input_tokens": 12032, "output_tokens": 291, "reasoning_output_tokens": 183}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..95c6c7941e5ab79ae5d586e5c8808c2354be83e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_06cc20866fe8b1ed", + "api_calls": 0, + "input_tokens": 14091, + "cached_input_tokens": 12032, + "output_tokens": 291, + "total_tokens": 14382, + "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": 7936.08, + "sql_execution_elapsed_ms_total": 7.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/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_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..176cf1e9b3b6b000cbea73ee8265b994a86b32a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/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": "2026-05-19T15:58:43.239139+00:00", + "ended_at": "2026-05-19T15:58:51.175240+00:00", + "elapsed_ms": 7936.08, + "prompt_metrics": { + "chars": 6894, + "bytes_utf8": 6894, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 760, + "bytes_utf8": 760, + "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": 405, + "bytes_utf8": 405, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14091, + "cached_input_tokens": 12032, + "output_tokens": 291, + "reasoning_output_tokens": 183 + } + }, + "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_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2d10b9f095c5505503ed128282d866accb41a26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=attribute2, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute2", + "condition_col": "class", + "condition_value": "4", + "positive_value": "1", + "negative_value": "4", + "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": 89.0, + "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_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0838ae26ce478aebde7a0df43c39055bbae4ddd8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-fd53-74c0-b51c-f746069e3c88"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute2\\\",\\n AVG(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute2\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"attribute2\\\" and condition_col=\\\"class\\\", computing the within-group proportion of rows where class = '4'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14091,"cached_input_tokens":12032,"output_tokens":291,"reasoning_output_tokens":183}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f3064210eb3460c2c3576147b8cbcc59c7640d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"attribute2\",\n AVG(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n17\"\nGROUP BY \"attribute2\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with group_col=\"attribute2\" and condition_col=\"class\", computing the within-group proportion of rows where class = '4'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_06cc20866fe8b1ed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..266288999114260f1b2347a2a7999dd1133d55da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6661, "bytes_utf8": 6661, "lines": 216, "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": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 336, "reasoning_output_tokens": 230}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..81869eb4966882611be6e5eb07c2d006bdffbcd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0ad345987cb77c95", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 336, + "total_tokens": 14367, + "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": 13602.26, + "sql_execution_elapsed_ms_total": 14.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/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_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9bb783635fe2f2aa4029cdc76e05866564933154 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/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": "2026-05-19T15:29:43.213512+00:00", + "ended_at": "2026-05-19T15:29:56.815804+00:00", + "elapsed_ms": 13602.26, + "prompt_metrics": { + "chars": 6661, + "bytes_utf8": 6661, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1100, + "bytes_utf8": 1100, + "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": 406, + "bytes_utf8": 406, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 336, + "reasoning_output_tokens": 230 + } + }, + "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_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97253d913db6bac635dec6ac510d72fd89c71d1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute5, measure_col=attribute5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute5", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5823d63b55493ef33eda9eea0fbfa8f4c8df9974 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40db-703f-7402-a2eb-3ebb9aa634ae"} +{"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 1987482, Requested 14666. Please try again in 64ms. 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 \\\"attribute5\\\", SUM(CAST(\\\"attribute5\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"attribute5\\\" and measure_col=\\\"attribute5\\\". CAST to REAL is applied because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":12032,"output_tokens":336,"reasoning_output_tokens":230}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31f55065df6f5f04374be9ad68f75f65939f6a34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"attribute5\", SUM(CAST(\"attribute5\" AS REAL)) AS \"total_measure\"\nFROM \"n17\"\nGROUP BY \"attribute5\"\nORDER BY \"total_measure\" DESC;","notes":"Used the required Grouped Numeric Sum template with group_col=\"attribute5\" and measure_col=\"attribute5\". CAST to REAL is applied because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0ad345987cb77c95/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d8064efccb94421d4013cb8e54016b78499e2aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7218, "bytes_utf8": 7218, "lines": 216, "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": 739, "bytes_utf8": 739, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14169, "cached_input_tokens": 13696, "output_tokens": 640, "reasoning_output_tokens": 430}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d67b40f05345962de96e25086f162685fe77443d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0b38a09b97a1972c", + "api_calls": 0, + "input_tokens": 14169, + "cached_input_tokens": 13696, + "output_tokens": 640, + "total_tokens": 14809, + "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": 18023.39, + "sql_execution_elapsed_ms_total": 9.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/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_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c391071470d81ce481d5f1f8ff9cca0b01fa8ac4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/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": "2026-05-19T15:47:36.619216+00:00", + "ended_at": "2026-05-19T15:47:54.642654+00:00", + "elapsed_ms": 18023.39, + "prompt_metrics": { + "chars": 7218, + "bytes_utf8": 7218, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1500, + "bytes_utf8": 1500, + "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": 739, + "bytes_utf8": 739, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14169, + "cached_input_tokens": 13696, + "output_tokens": 640, + "reasoning_output_tokens": 430 + } + }, + "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_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f69f38ef8618de75cf253ee976a715f3fb74e7c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=attribute9, measure_col=attribute7.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute7", + "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": 41.0, + "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_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa090fb587756dce27efd76a5b50975a85e46732 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40eb-d196-7391-ba6c-720cc8611721"} +{"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 14804. Please try again in 444ms. 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 \\\"attribute9\\\", SUM(CAST(\\\"attribute7\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute9\\\" IS NOT NULL AND \\\"attribute7\\\" IS NOT NULL\\n GROUP BY \\\"attribute9\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"attribute9\\\", 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 requested template with group_col=\\\"attribute9\\\" and measure_col=\\\"attribute7\\\". Cast \\\"attribute7\\\" from TEXT to REAL for numeric aggregation and filtered NULLs for stability.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14169,"cached_input_tokens":13696,"output_tokens":640,"reasoning_output_tokens":430}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d56cf2afdf92165cd8b448deb5d3538bd5665af1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"attribute9\", SUM(CAST(\"attribute7\" AS REAL)) AS \"group_value\"\n FROM \"n17\"\n WHERE \"attribute9\" IS NOT NULL AND \"attribute7\" IS NOT NULL\n GROUP BY \"attribute9\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"attribute9\", 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 requested template with group_col=\"attribute9\" and measure_col=\"attribute7\". Cast \"attribute7\" from TEXT to REAL for numeric aggregation and filtered NULLs for stability."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0b38a09b97a1972c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ad5905ecce4b0ab9f6a54e975b27e406f92d114 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6901, "bytes_utf8": 6901, "lines": 219, "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": 6901, "bytes_utf8": 6901, "lines": 219, "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": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14091, "cached_input_tokens": 12288, "output_tokens": 370, "reasoning_output_tokens": 258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c229d8e882f209be70ffacebea7415958d834517 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_0daf43db9507119c", + "api_calls": 0, + "input_tokens": 14091, + "cached_input_tokens": 12288, + "output_tokens": 370, + "total_tokens": 14461, + "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": 14164.53, + "sql_execution_elapsed_ms_total": 6.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/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_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b1142890c7c671a63663400aad7227dede579a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/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": "2026-05-19T15:57:38.706490+00:00", + "ended_at": "2026-05-19T15:57:41.986403+00:00", + "elapsed_ms": 3279.89, + "returncode": 1, + "prompt_metrics": { + "chars": 6901, + "bytes_utf8": 6901, + "lines": 219, + "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_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d0cf94ba5402f76ad79fcc0f11d49bb8e6a38b0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/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": "2026-05-19T15:57:42.988208+00:00", + "ended_at": "2026-05-19T15:57:53.872885+00:00", + "elapsed_ms": 10884.64, + "prompt_metrics": { + "chars": 6901, + "bytes_utf8": 6901, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "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": 393, + "bytes_utf8": 393, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14091, + "cached_input_tokens": 12288, + "output_tokens": 370, + "reasoning_output_tokens": 258 + } + }, + "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_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04d51cbaf121893a61d1d4befe4c1dc5169c6bf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute9, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute9", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 14.0, + "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_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..04d51cbaf121893a61d1d4befe4c1dc5169c6bf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute9, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute9", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 14.0, + "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_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0662d0834d3436958327023b5ba7e76d10740d6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-0120-71b2-ae7a-c1715e21d7d5"} +{"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_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..699bda11e236e70204ff22788be677fc9b567665 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-0120-71b2-ae7a-c1715e21d7d5"} +{"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_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbd5c765dae6a447eb9bfef8883e9dd6a8fa9694 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-11e7-7ad0-b6fc-ab0acdc46c52"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute9\\\",\\n AVG(CASE WHEN \\\"class\\\" = '1' THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute9\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Groups by \\\"attribute9\\\" and computes the within-group proportion of rows where \\\"class\\\" = '1' using the requested Grouped Condition Rate template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14091,"cached_input_tokens":12288,"output_tokens":370,"reasoning_output_tokens":258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a536cd7ea99dbff10dc3f6fbf2875f29ce5b1b3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"attribute9\",\n AVG(CASE WHEN \"class\" = '1' THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"n17\"\nGROUP BY \"attribute9\"\nORDER BY \"condition_rate\" DESC;","notes":"Groups by \"attribute9\" and computes the within-group proportion of rows where \"class\" = '1' using the requested Grouped Condition Rate template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_0daf43db9507119c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a1b163066931b6476e25ee4323071efe6f30ffe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/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": "2026-05-19T15:57:11.302856+00:00", + "ended_at": "2026-05-19T15:57:14.466255+00:00", + "elapsed_ms": 3163.37, + "returncode": 1, + "prompt_metrics": { + "chars": 6898, + "bytes_utf8": 6898, + "lines": 219, + "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_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0ac58f2e37e3fdd24b94dc8225054a824ea01b0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/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": "2026-05-19T15:57:15.469652+00:00", + "ended_at": "2026-05-19T15:57:18.671831+00:00", + "elapsed_ms": 3202.13, + "returncode": 1, + "prompt_metrics": { + "chars": 6898, + "bytes_utf8": 6898, + "lines": 219, + "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_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3d495c1c3064dab470e6dbabf6d2782fcb5394a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute7, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute7", + "condition_col": "class", + "condition_value": "4", + "positive_value": "1", + "negative_value": "4", + "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": 42.0, + "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_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3d495c1c3064dab470e6dbabf6d2782fcb5394a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute7, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute7", + "condition_col": "class", + "condition_value": "4", + "positive_value": "1", + "negative_value": "4", + "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": 42.0, + "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_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d844c3d3d73781f9ab66caa444e9340831ca7250 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-9611-7933-89f1-85a316bbcea4"} +{"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_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b13bf2668a78998190004f6ddc73eca470cebb78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-9611-7933-89f1-85a316bbcea4"} +{"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_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..223906e30536c48218c1cda3344ba7e5a64081cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-a664-7463-af7b-15a8bf501621"} +{"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_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..174de79294f4eeec65758072003380cf363a339c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-a664-7463-af7b-15a8bf501621"} +{"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_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_10c95046e2ceea2a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ca45375251381347b660f6c88cd0eab8e86483c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6566, "bytes_utf8": 6566, "lines": 214, "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": 257, "bytes_utf8": 257, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14004, "cached_input_tokens": 12032, "output_tokens": 241, "reasoning_output_tokens": 171}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a8b37749dd0b5ff92982c5af1e04e0599797c7f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_110afcf0c463f860", + "api_calls": 0, + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 241, + "total_tokens": 14245, + "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": 9522.13, + "sql_execution_elapsed_ms_total": 5.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/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_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..66f49c217d3c4b86a5e481e7a3fb06c9b8ed1a32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/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": "2026-05-19T15:31:53.848455+00:00", + "ended_at": "2026-05-19T15:32:03.370614+00:00", + "elapsed_ms": 9522.13, + "prompt_metrics": { + "chars": 6566, + "bytes_utf8": 6566, + "lines": 214, + "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": 257, + "bytes_utf8": 257, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 241, + "reasoning_output_tokens": 171 + } + }, + "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_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92de169141b02ec8599149a718e1e5cd0e16391e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=attribute3.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "attribute3", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..803aa92cc70d39dba33120e21f9a268cd46264d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-6e89-7a01-87ac-4b83b82b14f9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"attribute3\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count distribution over \\\"attribute3\\\" using the provided template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14004,"cached_input_tokens":12032,"output_tokens":241,"reasoning_output_tokens":171}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44eaf3e79a9be9f6f7aa2c175af878ce07b1ffa1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"attribute3\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nGROUP BY \"attribute3\"\nORDER BY \"row_count\" DESC;","notes":"Grouped count distribution over \"attribute3\" using the provided template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_110afcf0c463f860/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af39e82ff5f45c2e6b4f9cba717b35343d7284c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6648, "bytes_utf8": 6648, "lines": 214, "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": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14040, "cached_input_tokens": 12032, "output_tokens": 323, "reasoning_output_tokens": 225}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0265992d1ae71d4211f776298d2ab322466a5219 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_11ebfc5bc5e0f35f", + "api_calls": 0, + "input_tokens": 14040, + "cached_input_tokens": 12032, + "output_tokens": 323, + "total_tokens": 14363, + "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": 8623.77, + "sql_execution_elapsed_ms_total": 9.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/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_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..821df71241afa4b7a5f31340fbe09da055d72187 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/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": "2026-05-19T16:03:00.725616+00:00", + "ended_at": "2026-05-19T16:03:09.349411+00:00", + "elapsed_ms": 8623.77, + "prompt_metrics": { + "chars": 6648, + "bytes_utf8": 6648, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 712, + "bytes_utf8": 712, + "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": 351, + "bytes_utf8": 351, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14040, + "cached_input_tokens": 12032, + "output_tokens": 323, + "reasoning_output_tokens": 225 + } + }, + "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_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b9282b43b04779d5519b207c7a4b456b2ff6428 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=attribute5.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute5", + "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": 60.0, + "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_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af970078818b71759f551ee1c26df02058d7eded --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-eb16-7113-9a33-386e7e593919"} +{"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 \\\"attribute5\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute5\\\"\\nLIMIT 19;\",\"notes\":\"Applies the Low-Support Group Count template with \\\"attribute5\\\" as the grouping column and returns the 19 lowest-support groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14040,"cached_input_tokens":12032,"output_tokens":323,"reasoning_output_tokens":225}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60ff6ee30b2ce91178fbbeb9a6821e714ffddc58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute5\",\n COUNT(*) AS \"support\"\nFROM \"n17\"\nGROUP BY \"attribute5\"\nORDER BY \"support\" ASC, \"attribute5\"\nLIMIT 19;","notes":"Applies the Low-Support Group Count template with \"attribute5\" as the grouping column and returns the 19 lowest-support groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_11ebfc5bc5e0f35f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1756131f5f636e31b50523ab9446660f63bbb570 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6827, "bytes_utf8": 6827, "lines": 214, "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": 579, "bytes_utf8": 579, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14084, "cached_input_tokens": 12032, "output_tokens": 350, "reasoning_output_tokens": 195}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9e02fcba6d682f370e501e559061eab718e3ec4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_130debd7ad7ecc19", + "api_calls": 0, + "input_tokens": 14084, + "cached_input_tokens": 12032, + "output_tokens": 350, + "total_tokens": 14434, + "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": 15800.23, + "sql_execution_elapsed_ms_total": 41.57, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/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_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..670dec2e24947ad288ce6d29786ceabcfbc4fb66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/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": "2026-05-19T15:44:09.868118+00:00", + "ended_at": "2026-05-19T15:44:25.668380+00:00", + "elapsed_ms": 15800.23, + "prompt_metrics": { + "chars": 6827, + "bytes_utf8": 6827, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1286, + "bytes_utf8": 1286, + "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": 579, + "bytes_utf8": 579, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14084, + "cached_input_tokens": 12032, + "output_tokens": 350, + "reasoning_output_tokens": 195 + } + }, + "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_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6234442113aa0b87948e58484b10a3fe2eabf22d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute5.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "attribute5", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd7da08418b7408763b861e429aeec3b0c39def8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e8-a999-73f0-8bf8-728ed709b85e"} +{"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 1986337, Requested 14719. Please try again in 31ms. 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(\\\"attribute5\\\" AS REAL) AS \\\"attribute5\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute5\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute5\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"attribute5\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"attribute5\\\" and num_tiles=10. Cast \\\"attribute5\\\" to REAL because the schema stores numeric fields as TEXT, and numeric ordering is required for the tail slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14084,"cached_input_tokens":12032,"output_tokens":350,"reasoning_output_tokens":195}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5be85faa334f56cf9560ddaa6ef896a104c91ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"attribute5\" AS REAL) AS \"attribute5\",\n NTILE(10) OVER (ORDER BY CAST(\"attribute5\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n17\"\n)\nSELECT \"attribute5\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"attribute5\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"attribute5\" and num_tiles=10. Cast \"attribute5\" to REAL because the schema stores numeric fields as TEXT, and numeric ordering is required for the tail slice."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_130debd7ad7ecc19/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df5cc19a5dde4205b33f8afecb98a0182218bd42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6960, "bytes_utf8": 6960, "lines": 220, "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": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14123, "cached_input_tokens": 12672, "output_tokens": 365, "reasoning_output_tokens": 236}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4f9e2fae4c6817877b3a4cfa8813712f578d5fbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_1dc3e55ec4cb54ee", + "api_calls": 0, + "input_tokens": 14123, + "cached_input_tokens": 12672, + "output_tokens": 365, + "total_tokens": 14488, + "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": 9763.81, + "sql_execution_elapsed_ms_total": 21.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/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_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..603e2f0f8629359e899c7980f02f9fd4ae3ef7e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/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": "2026-05-19T15:41:06.767925+00:00", + "ended_at": "2026-05-19T15:41:16.531776+00:00", + "elapsed_ms": 9763.81, + "prompt_metrics": { + "chars": 6960, + "bytes_utf8": 6960, + "lines": 220, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 839, + "bytes_utf8": 839, + "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": 468, + "bytes_utf8": 468, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14123, + "cached_input_tokens": 12672, + "output_tokens": 365, + "reasoning_output_tokens": 236 + } + }, + "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_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cb7752e12f7f6cb587031c20ce8d187770854c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=time, group_col_2=attribute8.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "time", + "group_col_2": "attribute8", + "predicate_col": "attribute2", + "predicate_op": ">=", + "predicate_value": 0.0, + "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": 42.0, + "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10c3e082afb01b5117218d1d68d206c7b0d13ff3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-de60-7af1-ae8c-7940787af351"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"time\\\", \\\"attribute8\\\", COUNT(*) AS row_count\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute2\\\" AS REAL) >= 0.0\\nGROUP BY \\\"time\\\", \\\"attribute8\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the filtered two-dimensional group count template with group_col=\\\"time\\\", group_col_2=\\\"attribute8\\\", and predicate on \\\"attribute2\\\" >= 0.0. Used CAST on \\\"attribute2\\\" because the SQLite schema stores fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14123,"cached_input_tokens":12672,"output_tokens":365,"reasoning_output_tokens":236}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57afa2ed7dd667838738716cca6187afe4a48308 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"time\", \"attribute8\", COUNT(*) AS row_count\nFROM \"n17\"\nWHERE CAST(\"attribute2\" AS REAL) >= 0.0\nGROUP BY \"time\", \"attribute8\"\nORDER BY row_count DESC;","notes":"Applied the filtered two-dimensional group count template with group_col=\"time\", group_col_2=\"attribute8\", and predicate on \"attribute2\" >= 0.0. Used CAST on \"attribute2\" because the SQLite schema stores fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1dc3e55ec4cb54ee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..645b4c6148fbc4a3d32ecc54e147b38f4af19bd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/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": "2026-05-19T15:59:07.266343+00:00", + "ended_at": "2026-05-19T15:59:10.579977+00:00", + "elapsed_ms": 3313.59, + "returncode": 1, + "prompt_metrics": { + "chars": 6897, + "bytes_utf8": 6897, + "lines": 219, + "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_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bdc11534b1eef9a70b6b253e3bffe6b503ace51b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/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": "2026-05-19T15:59:11.582958+00:00", + "ended_at": "2026-05-19T15:59:14.674731+00:00", + "elapsed_ms": 3091.69, + "returncode": 1, + "prompt_metrics": { + "chars": 6897, + "bytes_utf8": 6897, + "lines": 219, + "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_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..598a64a31aed65e5875ce11a675b4994d447d0b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute3, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute3", + "condition_col": "class", + "condition_value": "4", + "positive_value": "1", + "negative_value": "4", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..598a64a31aed65e5875ce11a675b4994d447d0b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute3, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute3", + "condition_col": "class", + "condition_value": "4", + "positive_value": "1", + "negative_value": "4", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17f8b3bb7a8ea51f0f6dc2e42bab27979cbd0bad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-5b14-7c40-890d-b4df6ebe841e"} +{"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_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..100e08ea713a0658ca8898f9192cce9a800fbbf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-5b14-7c40-890d-b4df6ebe841e"} +{"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_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55ae0d3033eff7f05de7aa681913c01b298f9e68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-6bfc-7422-8a91-5ffab60248a4"} +{"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_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4794ecf440e177cccb123a3434ad807ff8db3b7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-6bfc-7422-8a91-5ffab60248a4"} +{"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_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_1ea9e8f6e60912fd/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ca4eeeeb2fd0463035ee7667fba7d40725344a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6661, "bytes_utf8": 6661, "lines": 216, "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": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 13696, "output_tokens": 346, "reasoning_output_tokens": 241}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9c6bc085864db5741e169ec1ced7d6a8ba07c4ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_216c2cd067c1a052", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 13696, + "output_tokens": 346, + "total_tokens": 14377, + "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": 11457.35, + "sql_execution_elapsed_ms_total": 5.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/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_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..adff8df0e9c1d977bbd1cbe468888df802430b60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/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": "2026-05-19T15:31:29.283057+00:00", + "ended_at": "2026-05-19T15:31:40.740443+00:00", + "elapsed_ms": 11457.35, + "prompt_metrics": { + "chars": 6661, + "bytes_utf8": 6661, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 762, + "bytes_utf8": 762, + "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": 400, + "bytes_utf8": 400, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 13696, + "output_tokens": 346, + "reasoning_output_tokens": 241 + } + }, + "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_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0525b2002565c2897ee5a4c5fe7c45bdc6875556 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute9, measure_col=attribute9.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute9", + "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": 14.0, + "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_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47a0da8432e219e0e4678ce903920b9e216056d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-0e6f-7fc2-b2af-cbc613c5254b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute9\\\", SUM(CAST(\\\"attribute9\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute9\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the planned Grouped Numeric Sum template with group_col=\\\"attribute9\\\" and measure_col=\\\"attribute9\\\". CAST is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":13696,"output_tokens":346,"reasoning_output_tokens":241}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6636b0000e58ecafda6d0b8d1d54dfce62e15a43 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"attribute9\", SUM(CAST(\"attribute9\" AS NUMERIC)) AS \"total_measure\"\nFROM \"n17\"\nGROUP BY \"attribute9\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the planned Grouped Numeric Sum template with group_col=\"attribute9\" and measure_col=\"attribute9\". CAST 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_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_216c2cd067c1a052/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8b68d2c828a607c57fde409ec96d84f0723aa5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6661, "bytes_utf8": 6661, "lines": 216, "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": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 13696, "output_tokens": 555, "reasoning_output_tokens": 439}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a067b465f20e0eda44eaf68f7ae4fecb23ff1779 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_22c1e4e1ef525ca1", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 13696, + "output_tokens": 555, + "total_tokens": 14586, + "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": 13084.87, + "sql_execution_elapsed_ms_total": 8.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/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_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..77871c40e39328e4a0961f0070ed61de6ade13c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/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": "2026-05-19T15:31:40.749705+00:00", + "ended_at": "2026-05-19T15:31:53.834604+00:00", + "elapsed_ms": 13084.87, + "prompt_metrics": { + "chars": 6661, + "bytes_utf8": 6661, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 815, + "bytes_utf8": 815, + "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": 453, + "bytes_utf8": 453, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 13696, + "output_tokens": 555, + "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_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70af56f2e1c9e12c9aac712f4147ac38dbc41560 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute9, measure_col=attribute9.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute9", + "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": 6.0, + "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_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad328b567ec48b819a9a77c04470a5f52d6d2a10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-3b59-7823-9d05-13d42e9f8139"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT CAST(\\\"attribute9\\\" AS INTEGER) AS \\\"attribute9\\\", SUM(CAST(\\\"attribute9\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY CAST(\\\"attribute9\\\" AS INTEGER)\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the requested grouped-sum template with group_col and measure_col both bound to \\\"attribute9\\\". CAST to INTEGER is applied because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":13696,"output_tokens":555,"reasoning_output_tokens":439}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54b190e65bcd4777cee02aff3b855263d9bb9304 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT CAST(\"attribute9\" AS INTEGER) AS \"attribute9\", SUM(CAST(\"attribute9\" AS INTEGER)) AS \"total_measure\"\nFROM \"n17\"\nGROUP BY CAST(\"attribute9\" AS INTEGER)\nORDER BY \"total_measure\" DESC;","notes":"Used the requested grouped-sum template with group_col and measure_col both bound to \"attribute9\". CAST to INTEGER is applied because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_22c1e4e1ef525ca1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..110c52e1cdb4b3b147bb10cace505023eaa68c35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7457, "bytes_utf8": 7457, "lines": 219, "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": 693, "bytes_utf8": 693, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14238, "cached_input_tokens": 12672, "output_tokens": 400, "reasoning_output_tokens": 211}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..687c007f0c3d7606fd45c2f2e4408c1d6d1c4512 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_242f7472b3395524", + "api_calls": 0, + "input_tokens": 14238, + "cached_input_tokens": 12672, + "output_tokens": 400, + "total_tokens": 14638, + "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": 10000.41, + "sql_execution_elapsed_ms_total": 10.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/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_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..95cc9ae6d7b70f3611fb95cd7985a7a78fdd8a56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/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": "2026-05-19T15:38:45.232764+00:00", + "ended_at": "2026-05-19T15:38:55.233213+00:00", + "elapsed_ms": 10000.41, + "prompt_metrics": { + "chars": 7457, + "bytes_utf8": 7457, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1054, + "bytes_utf8": 1054, + "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": 693, + "bytes_utf8": 693, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14238, + "cached_input_tokens": 12672, + "output_tokens": 400, + "reasoning_output_tokens": 211 + } + }, + "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_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae58966519ad5846827150893b68cc1be501712d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=attribute7, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "attribute7", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 55.0, + "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_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32f99a3dfa73bb4fdba19225b4f38532183e2a9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-b596-7352-be80-88a5203ece04"} +{"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 \\\"attribute7\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute7\\\"\\n)\\nSELECT \\\"attribute7\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes the ratio of rows with class='1' to rows with class='4' for each attribute7 group, following the planned grouped ratio template. NULLIF avoids division by zero when a group has no class='4' rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14238,"cached_input_tokens":12672,"output_tokens":400,"reasoning_output_tokens":211}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d9e309bd2c9dd0f5c3ba2f02e8bc4b0aacb770d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"attribute7\",\n SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n17\"\n GROUP BY \"attribute7\"\n)\nSELECT \"attribute7\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Computes the ratio of rows with class='1' to rows with class='4' for each attribute7 group, following the planned grouped ratio template. NULLIF avoids division by zero when a group has no class='4' rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_242f7472b3395524/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20fe0510f45cc0276f4a1a7244b855bf76490baf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6662, "bytes_utf8": 6662, "lines": 216, "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": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 452, "reasoning_output_tokens": 343}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6a61a6024748dc13cea006172efabe9be517f845 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_24d62e29153d679d", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 452, + "total_tokens": 14483, + "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": 10278.72, + "sql_execution_elapsed_ms_total": 15.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/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_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f307c498497c9e2d067057a2394cac5304b32bf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/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": "2026-05-19T15:29:14.870423+00:00", + "ended_at": "2026-05-19T15:29:25.149185+00:00", + "elapsed_ms": 10278.72, + "prompt_metrics": { + "chars": 6662, + "bytes_utf8": 6662, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 773, + "bytes_utf8": 773, + "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": 411, + "bytes_utf8": 411, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 452, + "reasoning_output_tokens": 343 + } + }, + "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_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9908e464bebdf0841db2a2868ef1d7454a731f0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute3, measure_col=attribute3.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute3", + "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": 86.0, + "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_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9cd8991ade4cd30fcd55ef0f4c6bdf7f0d79304 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-016a-7560-aabe-2063bf91e7d1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute3\\\", SUM(CAST(\\\"attribute3\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required grouped-sum template with group_col=\\\"attribute3\\\" and measure_col=\\\"attribute3\\\". CAST was added because the schema stores values as TEXT, while the task treats attribute3 as numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":12032,"output_tokens":452,"reasoning_output_tokens":343}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a37f4e00c9a0a3e17e92ad4747ebe2dfb0dee1fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"attribute3\", SUM(CAST(\"attribute3\" AS NUMERIC)) AS \"total_measure\"\nFROM \"n17\"\nGROUP BY \"attribute3\"\nORDER BY \"total_measure\" DESC;","notes":"Used the required grouped-sum template with group_col=\"attribute3\" and measure_col=\"attribute3\". CAST was added because the schema stores values as TEXT, while the task treats attribute3 as numeric."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_24d62e29153d679d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d550f72eb6befc4d49ca1a367bb61f30a0cc0503 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6637, "bytes_utf8": 6637, "lines": 216, "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": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14025, "cached_input_tokens": 0, "output_tokens": 416, "reasoning_output_tokens": 321}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5ee12bd9463b389cc4423ba6a05ae79c47e2901f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_2667fd40e6a25f8a", + "api_calls": 0, + "input_tokens": 14025, + "cached_input_tokens": 0, + "output_tokens": 416, + "total_tokens": 14441, + "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": 13205.21, + "sql_execution_elapsed_ms_total": 7.3, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/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_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b397a0c4894a4fcd74582d106a67d49333078658 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/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": "2026-05-19T15:28:18.175177+00:00", + "ended_at": "2026-05-19T15:28:31.380415+00:00", + "elapsed_ms": 13205.21, + "prompt_metrics": { + "chars": 6637, + "bytes_utf8": 6637, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 700, + "bytes_utf8": 700, + "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": 346, + "bytes_utf8": 346, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14025, + "cached_input_tokens": 0, + "output_tokens": 416, + "reasoning_output_tokens": 321 + } + }, + "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_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96d7b304201f0abf2013cc62df83d80bff88b848 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=time, measure_col=time.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "time", + "measure_col": "time", + "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": 55.0, + "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_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e20b0617522acf375f6332a0a1bc6c1f8285314e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-2403-7dc1-80fd-ecca5de2d1a8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"time\\\", SUM(CAST(\\\"time\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"time\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"time\\\" and measure_col=\\\"time\\\". CAST is used because the SQLite schema stores \\\"time\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14025,"cached_input_tokens":0,"output_tokens":416,"reasoning_output_tokens":321}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9845ce1c868110da7b43a9257891ce5b973d1060 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"time\", SUM(CAST(\"time\" AS NUMERIC)) AS total_measure\nFROM \"n17\"\nGROUP BY \"time\"\nORDER BY total_measure DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col=\"time\" and measure_col=\"time\". CAST is used because the SQLite schema stores \"time\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2667fd40e6a25f8a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9358e38e8040aff15f91485fb4179ee05c1a2de4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6839, "bytes_utf8": 6839, "lines": 216, "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": 1146, "bytes_utf8": 1146, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12672, "output_tokens": 3025, "reasoning_output_tokens": 2691}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..57ce43e92820af81c385c6b7e26c6a0916ab1ac1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_2b26a5c335595ee2", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 3025, + "total_tokens": 17094, + "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": 46930.69, + "sql_execution_elapsed_ms_total": 32.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/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_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0cf9269c3f7a03623399b6399923df53e11db31f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/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": "2026-05-19T15:51:56.103728+00:00", + "ended_at": "2026-05-19T15:52:43.034443+00:00", + "elapsed_ms": 46930.69, + "prompt_metrics": { + "chars": 6839, + "bytes_utf8": 6839, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1624, + "bytes_utf8": 1624, + "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": 1146, + "bytes_utf8": 1146, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 3025, + "reasoning_output_tokens": 2691 + } + }, + "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_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f0758c3f6de7db08574fa424d50ee7a7a84a886 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=attribute7, measure_col=attribute6.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute6", + "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": 1.0, + "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_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2601224f8b1534677d4cceb5c5d0b88f3be37656 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-c6ed-7c31-b8b4-39448c28331e"} +{"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 \\\"attribute7\\\" AS \\\"attribute7\\\",\\n CAST(\\\"attribute6\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"attribute7\\\"\\n ORDER BY CAST(\\\"attribute6\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"attribute7\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute7\\\" IS NOT NULL\\n AND \\\"attribute6\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"attribute7\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ordered\\\"\\n WHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n GROUP BY \\\"attribute7\\\"\\n)\\nSELECT\\n \\\"attribute7\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC,\\n \\\"attribute7\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"attribute7\\\" by ordering CAST(\\\"attribute6\\\" AS REAL) within each group and taking the first value at or above rank ceil(0.9*n). It also applies the bound \\\"min_group_size\\\" of 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14069,"cached_input_tokens":12672,"output_tokens":3025,"reasoning_output_tokens":2691}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..561461bb7c4c0dc1417c59d74e59f3f97d4645c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"attribute7\" AS \"attribute7\",\n CAST(\"attribute6\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"attribute7\"\n ORDER BY CAST(\"attribute6\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"attribute7\"\n ) AS \"cnt\"\n FROM \"n17\"\n WHERE \"attribute7\" IS NOT NULL\n AND \"attribute6\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"attribute7\",\n MIN(\"measure_value\") AS \"percentile_measure\"\n FROM \"ordered\"\n WHERE \"cnt\" >= 5\n AND \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n GROUP BY \"attribute7\"\n)\nSELECT\n \"attribute7\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC,\n \"attribute7\" ASC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \"attribute7\" by ordering CAST(\"attribute6\" AS REAL) within each group and taking the first value at or above rank ceil(0.9*n). It also applies the bound \"min_group_size\" of 5 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2b26a5c335595ee2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..093b0f9526bcbe03c9940ec8018d4b8019fb6d51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6648, "bytes_utf8": 6648, "lines": 214, "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": 6648, "bytes_utf8": 6648, "lines": 214, "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": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14040, "cached_input_tokens": 12672, "output_tokens": 397, "reasoning_output_tokens": 292}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1eb70d0afb453316df213edb115fc894112b5d2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_2cb9d38060c4ebd3", + "api_calls": 0, + "input_tokens": 14040, + "cached_input_tokens": 12672, + "output_tokens": 397, + "total_tokens": 14437, + "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": 14208.44, + "sql_execution_elapsed_ms_total": 13.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/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_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe1af208254a43a93ec87ef2fd776c4c44bbe347 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/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": "2026-05-19T16:03:38.443186+00:00", + "ended_at": "2026-05-19T16:03:42.630064+00:00", + "elapsed_ms": 4186.85, + "returncode": 1, + "prompt_metrics": { + "chars": 6648, + "bytes_utf8": 6648, + "lines": 214, + "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_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a2a742f4c9c9efefe3e892f93dc55dd6106448b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/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": "2026-05-19T16:03:43.632560+00:00", + "ended_at": "2026-05-19T16:03:53.654191+00:00", + "elapsed_ms": 10021.59, + "prompt_metrics": { + "chars": 6648, + "bytes_utf8": 6648, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 741, + "bytes_utf8": 741, + "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": 14040, + "cached_input_tokens": 12672, + "output_tokens": 397, + "reasoning_output_tokens": 292 + } + }, + "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_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de77274718a74e54a87bfec243e58275fc3fc82d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=attribute7.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute7", + "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": 55.0, + "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_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..de77274718a74e54a87bfec243e58275fc3fc82d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=attribute7.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute7", + "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": 55.0, + "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_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de80eef46e812c83c4fe99d1aa90a6bd9503f992 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-7e50-7fd0-88ca-f8afcb52bda9"} +{"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_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcfe783abe3e2e4081a93b25b4b87673b6dcd501 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-7e50-7fd0-88ca-f8afcb52bda9"} +{"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_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..163fa7664eb9329dc86d5563d20e310c6b4ac3ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-92b8-7b12-a1c1-556a1df09a7b"} +{"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 \\\"attribute7\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute7\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute7\\\"\\nLIMIT 16;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"attribute7\\\" and top_k set to 16 to surface the least-supported attribute7 values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14040,"cached_input_tokens":12672,"output_tokens":397,"reasoning_output_tokens":292}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..89c1b188fc9c20b8b5fdad27f371975da783325a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute7\",\n COUNT(*) AS \"support\"\nFROM \"n17\"\nGROUP BY \"attribute7\"\nORDER BY \"support\" ASC, \"attribute7\"\nLIMIT 16;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"attribute7\" and top_k set to 16 to surface the least-supported attribute7 values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_2cb9d38060c4ebd3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..670076f90c5a354f1d1022b7c0023c515ac5d491 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6567, "bytes_utf8": 6567, "lines": 214, "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": 14004, "cached_input_tokens": 12032, "output_tokens": 242, "reasoning_output_tokens": 170}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2f62edf4dded026d7775b16051f4a2a80cb9af9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_3042758b2a2de43f", + "api_calls": 0, + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 242, + "total_tokens": 14246, + "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": 9908.64, + "sql_execution_elapsed_ms_total": 5.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/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_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..302c4e3bdc04b86353c21af4a5727a9295d29f69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/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": "2026-05-19T15:32:41.250650+00:00", + "ended_at": "2026-05-19T15:32:51.159315+00:00", + "elapsed_ms": 9908.64, + "prompt_metrics": { + "chars": 6567, + "bytes_utf8": 6567, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 612, + "bytes_utf8": 612, + "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": 266, + "bytes_utf8": 266, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 242, + "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_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ea8f59fb80c681aeb4af8c0ee26a3ba04b1e98d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=attribute7.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "attribute7", + "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": 60.0, + "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_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..91740782dda8d17e454f138cbfd706f74ec65ca7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-27bb-7763-be57-e9eea03b8686"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"attribute7\\\", COUNT(*) AS row_count\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute7\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col fixed to \\\"attribute7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14004,"cached_input_tokens":12032,"output_tokens":242,"reasoning_output_tokens":170}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e8853e15136b62fe2001bb1575aac9f756b11a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"attribute7\", COUNT(*) AS row_count\nFROM \"n17\"\nGROUP BY \"attribute7\"\nORDER BY row_count DESC;","notes":"Uses the provided Grouped Count by Category template with group_col fixed to \"attribute7\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3042758b2a2de43f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..21a3b5a9f74248acf0b60197d5e43ad96e0954f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=attribute8, measure_col=attribute7.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute8", + "measure_col": "attribute7", + "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": 42.0, + "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_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab5424edde8efb85c9b976f95b13c6d9f0b33a2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-7e49-7803-b61d-1d6df9e57441"} +{"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_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b4936a23e7da595e537bd3fddbcc97df403095b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3170e99d1542a6f3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-8e13-7ec1-9be7-42f7e995e3f8"} +{"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_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50b01c1413fc1e820db763c4fe3634f8e922c577 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6745, "bytes_utf8": 6745, "lines": 216, "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": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14042, "cached_input_tokens": 13696, "output_tokens": 437, "reasoning_output_tokens": 330}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ed934c58792f08167cb191c602a762f326d772df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_329c30a62bd9b1e3", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 13696, + "output_tokens": 437, + "total_tokens": 14479, + "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": 10652.8, + "sql_execution_elapsed_ms_total": 50.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/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_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..65b4600940a4b8c7567f03bf05da18a4d8cad472 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/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": "2026-05-19T16:04:57.805259+00:00", + "ended_at": "2026-05-19T16:05:08.458100+00:00", + "elapsed_ms": 10652.8, + "prompt_metrics": { + "chars": 6745, + "bytes_utf8": 6745, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 797, + "bytes_utf8": 797, + "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": 444, + "bytes_utf8": 444, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14042, + "cached_input_tokens": 13696, + "output_tokens": 437, + "reasoning_output_tokens": 330 + } + }, + "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_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8349bea092cf58c8ee6916889539b167d6d946b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=attribute5, measure_col=attribute9.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute9", + "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": 6.0, + "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_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26b5e6ac3909a471096f7319637ad44bbaae946f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-b474-7431-9604-ad947fae0ba0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"attribute5\\\", AVG(CAST(\\\"attribute9\\\" AS REAL)) OVER (PARTITION BY \\\"attribute5\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with \\\"attribute5\\\" as the partitioning group and \\\"attribute9\\\" as the averaged measure. The measure is cast to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14042,"cached_input_tokens":13696,"output_tokens":437,"reasoning_output_tokens":330}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6a487d6dd88cd1140be7b6e9cd5dd756b370121 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"attribute5\", AVG(CAST(\"attribute9\" AS REAL)) OVER (PARTITION BY \"attribute5\") AS avg_measure\nFROM \"n17\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with \"attribute5\" as the partitioning group and \"attribute9\" as the averaged measure. The measure is cast to REAL 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_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_329c30a62bd9b1e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34284488d3813a6878029f3fc1ff24da6334c79b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6887, "bytes_utf8": 6887, "lines": 219, "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": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14090, "cached_input_tokens": 12032, "output_tokens": 394, "reasoning_output_tokens": 295}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..84eb8e8dba934577e6eb2226e66954f141c80a69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_34f09d21080b61d0", + "api_calls": 0, + "input_tokens": 14090, + "cached_input_tokens": 12032, + "output_tokens": 394, + "total_tokens": 14484, + "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": 9645.28, + "sql_execution_elapsed_ms_total": 6.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/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_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d6a1d8eaad8c9a724dbe1d1eb597ae3fb584c34a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/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": "2026-05-19T15:59:14.679941+00:00", + "ended_at": "2026-05-19T15:59:24.325252+00:00", + "elapsed_ms": 9645.28, + "prompt_metrics": { + "chars": 6887, + "bytes_utf8": 6887, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 708, + "bytes_utf8": 708, + "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": 357, + "bytes_utf8": 357, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14090, + "cached_input_tokens": 12032, + "output_tokens": 394, + "reasoning_output_tokens": 295 + } + }, + "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_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e956a6a4bb39cd92ac4d7fb3407ec6041e2a52a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=attribute4, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute4", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c63cb494d69c5b8918449986ac7e8a9013c3f1c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-7816-7060-ab25-117bb9b2e96d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute4\\\",\\n AVG(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with \\\"attribute4\\\" as the grouping column and class value '1' as the condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14090,"cached_input_tokens":12032,"output_tokens":394,"reasoning_output_tokens":295}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a32535f4a24cbf6b22d330d56c2559196e7c31de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"attribute4\",\n AVG(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n17\"\nGROUP BY \"attribute4\"\nORDER BY condition_rate DESC;","notes":"Applied the Grouped Condition Rate template with \"attribute4\" as the grouping column and class value '1' as the condition."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_34f09d21080b61d0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a3d0a1ce01b8badefc298a0fa70cec8275fef08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/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": 218, "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": 630, "bytes_utf8": 630, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14146, "cached_input_tokens": 12032, "output_tokens": 692, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..675ed73910c9a50b577f159440342cd926bd20f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_3966dbedbe6fcb0b", + "api_calls": 0, + "input_tokens": 14146, + "cached_input_tokens": 12032, + "output_tokens": 692, + "total_tokens": 14838, + "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": 14114.07, + "sql_execution_elapsed_ms_total": 26.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/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_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0dd989a7f47b3f825dd4071ee084d14c890cd444 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/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": "2026-05-19T15:36:37.550282+00:00", + "ended_at": "2026-05-19T15:36:51.664400+00:00", + "elapsed_ms": 14114.07, + "prompt_metrics": { + "chars": 7057, + "bytes_utf8": 7057, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1010, + "bytes_utf8": 1010, + "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": 630, + "bytes_utf8": 630, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14146, + "cached_input_tokens": 12032, + "output_tokens": 692, + "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_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9df64d04d1e7fbe5ba1d4e368f4d5c0509e1cacf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=time, measure_col=attribute4.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "time", + "measure_col": "attribute4", + "item_col": "attribute5", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22d5336ade06727568c40135121ff1832705136b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-c2c3-72b3-b974-1e8d14d824b4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT \\\"time\\\", \\\"attribute5\\\",\\n SUM(CAST(\\\"attribute4\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute4\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"attribute4\\\" AS REAL))) OVER (PARTITION BY \\\"time\\\"), 0) AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"time\\\", \\\"attribute5\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"time\\\", item_col=\\\"attribute5\\\", and measure_col=\\\"attribute4\\\". Casted the measure from TEXT to REAL for SQLite aggregation and used NULLIF to avoid division by zero.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14146,"cached_input_tokens":12032,"output_tokens":692,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a0b68f326c0ff0d3de60ba8553c6dd419c62728 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share.\nSELECT \"time\", \"attribute5\",\n SUM(CAST(\"attribute4\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute4\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"attribute4\" AS REAL))) OVER (PARTITION BY \"time\"), 0) AS share_within_group\nFROM \"n17\"\nGROUP BY \"time\", \"attribute5\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"time\", item_col=\"attribute5\", and measure_col=\"attribute4\". Casted the measure from TEXT to REAL for SQLite aggregation and used NULLIF to avoid division by zero."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3966dbedbe6fcb0b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2e697e37ed8d2d0008df2a2b4eb5e8affa30d36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6593, "bytes_utf8": 6593, "lines": 214, "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": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14020, "cached_input_tokens": 12032, "output_tokens": 289, "reasoning_output_tokens": 181}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..99bd80c94f6da045cab67a617d1be0e9d656439b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_3c954514ea927570", + "api_calls": 0, + "input_tokens": 14020, + "cached_input_tokens": 12032, + "output_tokens": 289, + "total_tokens": 14309, + "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": 8438.21, + "sql_execution_elapsed_ms_total": 1.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/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_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c0ba3fa90aaf8c7dc6c9842bf8cdec46431e2ae2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/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": "2026-05-19T16:00:39.925265+00:00", + "ended_at": "2026-05-19T16:00:48.363497+00:00", + "elapsed_ms": 8438.21, + "prompt_metrics": { + "chars": 6593, + "bytes_utf8": 6593, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 734, + "bytes_utf8": 734, + "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": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14020, + "cached_input_tokens": 12032, + "output_tokens": 289, + "reasoning_output_tokens": 181 + } + }, + "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_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36cfbd7aff457b98e01e37e9025617bc88f0672f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute8.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "attribute8", + "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": 60.0, + "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_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ae132bf9d62548fc5a9cb648ad70357b52985cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-c50d-7f50-97cd-9d30f2138f66"} +{"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(\\\"attribute8\\\" AS REAL) <= 60.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n17\\\";\",\"notes\":\"Applied the provided Threshold Rarity CDF template with measure_col bound to \\\"attribute8\\\" and threshold 60.0. Cast \\\"attribute8\\\" to REAL because the SQLite schema stores numeric features as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14020,"cached_input_tokens":12032,"output_tokens":289,"reasoning_output_tokens":181}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..296d4ea619b39cf77c626bf671c6fb14c7a6458c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"attribute8\" AS REAL) <= 60.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n17\";","notes":"Applied the provided Threshold Rarity CDF template with measure_col bound to \"attribute8\" and threshold 60.0. Cast \"attribute8\" to REAL because the SQLite schema stores numeric features as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_3c954514ea927570/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00a60fc0c6e6c8f701366819a3de26654f006bb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6747, "bytes_utf8": 6747, "lines": 216, "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": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14043, "cached_input_tokens": 12672, "output_tokens": 285, "reasoning_output_tokens": 177}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f318e09394a3c70bbd4356d8ef4d8044dd962b5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_42c016e0ad2ab62f", + "api_calls": 0, + "input_tokens": 14043, + "cached_input_tokens": 12672, + "output_tokens": 285, + "total_tokens": 14328, + "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": 8795.75, + "sql_execution_elapsed_ms_total": 32.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/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_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5518d1151aad31745993cb9593d607d1b5052a98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/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": "2026-05-19T16:04:48.969809+00:00", + "ended_at": "2026-05-19T16:04:57.765582+00:00", + "elapsed_ms": 8795.75, + "prompt_metrics": { + "chars": 6747, + "bytes_utf8": 6747, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 771, + "bytes_utf8": 771, + "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": 412, + "bytes_utf8": 412, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14043, + "cached_input_tokens": 12672, + "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_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dd33869d1fe0b2d9a59a4c84b0df956f35b7a59 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=attribute5, measure_col=attribute9.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute9", + "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": 14.0, + "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_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c4f76ed5a763a8a855e4182bc94813dcc492229 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-91dc-7b41-aca5-fc23d5691525"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"attribute5\\\",\\n AVG(CAST(\\\"attribute9\\\" AS REAL)) OVER (PARTITION BY \\\"attribute5\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"attribute5\\\" and measure_col=\\\"attribute9\\\". Casted \\\"attribute9\\\" from TEXT to REAL so AVG works numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14043,"cached_input_tokens":12672,"output_tokens":285,"reasoning_output_tokens":177}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92f32b6dcd6e15ca5764aff9ce0d2e616894163a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"attribute5\",\n AVG(CAST(\"attribute9\" AS REAL)) OVER (PARTITION BY \"attribute5\") AS avg_measure\nFROM \"n17\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"attribute5\" and measure_col=\"attribute9\". Casted \"attribute9\" from TEXT to REAL so AVG works numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_42c016e0ad2ab62f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df71ae823c22c1e2cc40d3a8a03adca08bce0c42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7069, "bytes_utf8": 7069, "lines": 218, "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": 599, "bytes_utf8": 599, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14149, "cached_input_tokens": 13696, "output_tokens": 498, "reasoning_output_tokens": 327}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..839282434a996a450912570578c372a443d9c8f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_49c142e705c090f5", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 13696, + "output_tokens": 498, + "total_tokens": 14647, + "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": 11880.0, + "sql_execution_elapsed_ms_total": 15.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/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_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b4eb04c2695cc66ac71f782eb3bc1f39722652bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/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": "2026-05-19T15:35:41.107871+00:00", + "ended_at": "2026-05-19T15:35:52.987894+00:00", + "elapsed_ms": 11880.0, + "prompt_metrics": { + "chars": 7069, + "bytes_utf8": 7069, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 981, + "bytes_utf8": 981, + "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": 599, + "bytes_utf8": 599, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14149, + "cached_input_tokens": 13696, + "output_tokens": 498, + "reasoning_output_tokens": 327 + } + }, + "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_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43b35615bc7fa4e9bea5018e7d6394e7230f0ca9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute9, measure_col=attribute2.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute2", + "item_col": "attribute3", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2e72d3b30847ae8f727e27413db4599f37b008e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-e637-75b1-80d1-c6fe7a1083c4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"attribute9\\\",\\n \\\"attribute3\\\",\\n SUM(CAST(\\\"attribute2\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute2\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"attribute2\\\" AS REAL))) OVER (PARTITION BY \\\"attribute9\\\"), 0) AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute9\\\", \\\"attribute3\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested template with group_col=\\\"attribute9\\\", item_col=\\\"attribute3\\\", and measure_col=\\\"attribute2\\\". CAST is applied because the schema stores these fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14149,"cached_input_tokens":13696,"output_tokens":498,"reasoning_output_tokens":327}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24e8406cbe090d53032140bf5e46307e559fa29d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"attribute9\",\n \"attribute3\",\n SUM(CAST(\"attribute2\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute2\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"attribute2\" AS REAL))) OVER (PARTITION BY \"attribute9\"), 0) AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute9\", \"attribute3\"\nORDER BY share_within_group DESC;","notes":"Used the requested template with group_col=\"attribute9\", item_col=\"attribute3\", and measure_col=\"attribute2\". CAST is applied because the schema stores these fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_49c142e705c090f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98cd423e0029233d637a62ee77c2ef30d90871ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6839, "bytes_utf8": 6839, "lines": 216, "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": 1104, "bytes_utf8": 1104, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12032, "output_tokens": 813, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..27aade1fb8cc25b4ca6ce01edafcaf1cd4ecd990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_4bf6ccffc272fe6c", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12032, + "output_tokens": 813, + "total_tokens": 14882, + "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": 18905.6, + "sql_execution_elapsed_ms_total": 46.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/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_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a3037b691fcc682b3869434e2d4df976330ca98d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/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": "2026-05-19T15:51:37.146978+00:00", + "ended_at": "2026-05-19T15:51:56.052615+00:00", + "elapsed_ms": 18905.6, + "prompt_metrics": { + "chars": 6839, + "bytes_utf8": 6839, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1509, + "bytes_utf8": 1509, + "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": 1104, + "bytes_utf8": 1104, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14069, + "cached_input_tokens": 12032, + "output_tokens": 813, + "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_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca26a82674a7568d3aca63aafe41dc87930557fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=attribute7, measure_col=attribute6.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute6", + "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": 6.0, + "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_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..450f9ffbd2ffc950e14fc826ecc07b948b60754c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-7cd0-7230-bb66-da12aa224e10"} +{"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 \\\"attribute7\\\",\\n CAST(\\\"attribute6\\\" AS REAL) AS measure_value,\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"attribute7\\\"\\n ORDER BY CAST(\\\"attribute6\\\" AS REAL)\\n ) AS rn,\\n COUNT(*) OVER (PARTITION BY \\\"attribute7\\\") AS cnt\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute7\\\" IS NOT NULL\\n AND \\\"attribute6\\\" IS NOT NULL\\n), percentile_points AS (\\n SELECT\\n \\\"attribute7\\\",\\n measure_value AS percentile_measure,\\n cnt\\n FROM ranked\\n WHERE rn = CAST(((cnt - 1) * 0.95) AS INTEGER) + 1\\n)\\nSELECT\\n \\\"attribute7\\\",\\n percentile_measure\\nFROM percentile_points\\nWHERE cnt >= 5\\nORDER BY percentile_measure DESC, \\\"attribute7\\\"\\nLIMIT 11;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a SQLite-compatible nearest-rank style 95th percentile point per \\\"attribute7\\\" group over numeric-cast \\\"attribute6\\\". TEXT numeric fields are cast to REAL, groups with fewer than 5 rows are excluded using min_group_size, and the result is limited to the top 11 groups by percentile value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14069,"cached_input_tokens":12032,"output_tokens":813,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2e348bfeba27bb031d841f5407fccb38f0ccc0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"attribute7\",\n CAST(\"attribute6\" AS REAL) AS measure_value,\n ROW_NUMBER() OVER (\n PARTITION BY \"attribute7\"\n ORDER BY CAST(\"attribute6\" AS REAL)\n ) AS rn,\n COUNT(*) OVER (PARTITION BY \"attribute7\") AS cnt\n FROM \"n17\"\n WHERE \"attribute7\" IS NOT NULL\n AND \"attribute6\" IS NOT NULL\n), percentile_points AS (\n SELECT\n \"attribute7\",\n measure_value AS percentile_measure,\n cnt\n FROM ranked\n WHERE rn = CAST(((cnt - 1) * 0.95) AS INTEGER) + 1\n)\nSELECT\n \"attribute7\",\n percentile_measure\nFROM percentile_points\nWHERE cnt >= 5\nORDER BY percentile_measure DESC, \"attribute7\"\nLIMIT 11;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a SQLite-compatible nearest-rank style 95th percentile point per \"attribute7\" group over numeric-cast \"attribute6\". TEXT numeric fields are cast to REAL, groups with fewer than 5 rows are excluded using min_group_size, and the result is limited to the top 11 groups by percentile value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4bf6ccffc272fe6c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61c579cae24651a833896bcf311d6e8867334bd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6594, "bytes_utf8": 6594, "lines": 214, "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": 6594, "bytes_utf8": 6594, "lines": 214, "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": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14020, "cached_input_tokens": 12032, "output_tokens": 268, "reasoning_output_tokens": 163}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..70f0aa4779afdeb76bfabf962a86c5dea08e0f77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_4d75448f73a27a3c", + "api_calls": 0, + "input_tokens": 14020, + "cached_input_tokens": 12032, + "output_tokens": 268, + "total_tokens": 14288, + "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": 12518.55, + "sql_execution_elapsed_ms_total": 2.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/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_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..00720421f12e62af18c19e85be8bbe8bf65b75db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/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": "2026-05-19T16:00:12.525433+00:00", + "ended_at": "2026-05-19T16:00:16.139103+00:00", + "elapsed_ms": 3613.63, + "returncode": 1, + "prompt_metrics": { + "chars": 6594, + "bytes_utf8": 6594, + "lines": 214, + "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_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8211c4906df9b6fa1b370a04478ba53b8586504c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/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": "2026-05-19T16:00:17.141181+00:00", + "ended_at": "2026-05-19T16:00:26.046145+00:00", + "elapsed_ms": 8904.92, + "prompt_metrics": { + "chars": 6594, + "bytes_utf8": 6594, + "lines": 214, + "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": 384, + "bytes_utf8": 384, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14020, + "cached_input_tokens": 12032, + "output_tokens": 268, + "reasoning_output_tokens": 163 + } + }, + "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_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84071d727b08baeed95c94079ec6964728a3f310 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute5.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "attribute5", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..84071d727b08baeed95c94079ec6964728a3f310 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute5.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "attribute5", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..647d731d3202747fffef6450987d2525bc2dfe58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-5a0c-7d42-a73f-35693b849d86"} +{"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_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9225512ade710d448f445c99ea86991294535fac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-5a0c-7d42-a73f-35693b849d86"} +{"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_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e317f037dc4befc99f6e8cf2e8ad3835fbc273a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-6c0f-7290-8afb-e478836796ec"} +{"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(\\\"attribute5\\\" AS REAL) <= 46.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n17\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"attribute5\\\" and measure_threshold fixed at 46.0. CAST to REAL is included because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14020,"cached_input_tokens":12032,"output_tokens":268,"reasoning_output_tokens":163}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f3d2d795f3b2d809bca7eec1bf72dc04dcefa6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"attribute5\" AS REAL) <= 46.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n17\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"attribute5\" and measure_threshold fixed at 46.0. CAST to REAL is included because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4d75448f73a27a3c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7bcd23f6397c045dcd7e74d19caaccf23992fae1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7205, "bytes_utf8": 7205, "lines": 216, "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": 696, "bytes_utf8": 696, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14164, "cached_input_tokens": 12032, "output_tokens": 631, "reasoning_output_tokens": 432}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..62c42c45f11bee04b07008859e63f2c00842ceba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_4e16c36f1cfde617", + "api_calls": 0, + "input_tokens": 14164, + "cached_input_tokens": 12032, + "output_tokens": 631, + "total_tokens": 14795, + "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": 11936.74, + "sql_execution_elapsed_ms_total": 5.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/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_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..49b5f750367c72fdaf14ce43c73615c7b2032cc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/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": "2026-05-19T15:49:09.081811+00:00", + "ended_at": "2026-05-19T15:49:21.018585+00:00", + "elapsed_ms": 11936.74, + "prompt_metrics": { + "chars": 7205, + "bytes_utf8": 7205, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1115, + "bytes_utf8": 1115, + "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": 696, + "bytes_utf8": 696, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14164, + "cached_input_tokens": 12032, + "output_tokens": 631, + "reasoning_output_tokens": 432 + } + }, + "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_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88c89ab1e23c1affaba0bc07d0b502b02e9e7dc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute2, measure_col=time.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute2", + "measure_col": "time", + "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": 51.0, + "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_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f091c0392d1e99a382fa1c0d8305220a12c48333 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-3a65-7d50-b28d-1baa4ddb154a"} +{"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 \\\"attribute2\\\", SUM(CAST(\\\"time\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute2\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"attribute2\\\", 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 Relative-to-Total Extreme Threshold template with group_col=\\\"attribute2\\\", measure_col=\\\"time\\\", and fraction_threshold=0.05. Cast \\\"time\\\" from TEXT to REAL so SUM works numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14164,"cached_input_tokens":12032,"output_tokens":631,"reasoning_output_tokens":432}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..250612dd78b95290c57b7ee1e8a707ed790dafee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"attribute2\", SUM(CAST(\"time\" AS REAL)) AS \"group_value\"\n FROM \"n17\"\n GROUP BY \"attribute2\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"attribute2\", 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 Relative-to-Total Extreme Threshold template with group_col=\"attribute2\", measure_col=\"time\", and fraction_threshold=0.05. Cast \"time\" 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_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4e16c36f1cfde617/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6e795b35b7041ef015b9a25f9abbcbc2f933775 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6827, "bytes_utf8": 6827, "lines": 214, "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": 14084, "cached_input_tokens": 13696, "output_tokens": 458, "reasoning_output_tokens": 305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..901b03c8d9788c24e34a3711f5dea4c2261aff7e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_4f5c1cdf68a23e60", + "api_calls": 0, + "input_tokens": 14084, + "cached_input_tokens": 13696, + "output_tokens": 458, + "total_tokens": 14542, + "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": 9836.5, + "sql_execution_elapsed_ms_total": 21.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/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_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..861619adb86932504f5b1f8a45fcd07a7409d5c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/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": "2026-05-19T15:44:00.006085+00:00", + "ended_at": "2026-05-19T15:44:09.842618+00:00", + "elapsed_ms": 9836.5, + "prompt_metrics": { + "chars": 6827, + "bytes_utf8": 6827, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 912, + "bytes_utf8": 912, + "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": 14084, + "cached_input_tokens": 13696, + "output_tokens": 458, + "reasoning_output_tokens": 305 + } + }, + "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_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c720038356735baea6822c4aa857988558fdbfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute4.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "attribute4", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9259b82e2e5aa855f3018ec734c95778dd57ddca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-8312-7620-9405-9fb3766bb8ef"} +{"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\\n \\\"attribute4\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute4\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute4\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"attribute4\\\" AS REAL) DESC;\",\"notes\":\"Applied the planned Quantile Tail Slice template with measure_col bound to attribute4 and num_tiles=10. CAST(\\\"attribute4\\\" AS REAL) is used for tail ordering because the schema stores the field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14084,"cached_input_tokens":13696,"output_tokens":458,"reasoning_output_tokens":305}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9b3316cfd4612f76afc66cb8727e5796b26b504 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"attribute4\",\n NTILE(10) OVER (ORDER BY CAST(\"attribute4\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n17\"\n)\nSELECT \"attribute4\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"attribute4\" AS REAL) DESC;","notes":"Applied the planned Quantile Tail Slice template with measure_col bound to attribute4 and num_tiles=10. CAST(\"attribute4\" AS REAL) is used for tail ordering because the schema stores the field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f5c1cdf68a23e60/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0432f53433f9ed28eb7b1383bdeb614c3e965b23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6894, "bytes_utf8": 6894, "lines": 219, "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": 6894, "bytes_utf8": 6894, "lines": 219, "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": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14091, "cached_input_tokens": 12672, "output_tokens": 251, "reasoning_output_tokens": 144}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..75c54c244b628ea4faeede2dbf1ac972868f5268 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_4f80794138137e22", + "api_calls": 0, + "input_tokens": 14091, + "cached_input_tokens": 12672, + "output_tokens": 251, + "total_tokens": 14342, + "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": 11091.08, + "sql_execution_elapsed_ms_total": 6.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/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_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f9756ca78c0f6187cb3825c20a6f5949aa3008a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/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": "2026-05-19T15:57:26.602365+00:00", + "ended_at": "2026-05-19T15:57:29.734143+00:00", + "elapsed_ms": 3131.75, + "returncode": 1, + "prompt_metrics": { + "chars": 6894, + "bytes_utf8": 6894, + "lines": 219, + "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_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f4cdd65d9628d41f7eb327046bd34f5868be370d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/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": "2026-05-19T15:57:30.736249+00:00", + "ended_at": "2026-05-19T15:57:38.695625+00:00", + "elapsed_ms": 7959.33, + "prompt_metrics": { + "chars": 6894, + "bytes_utf8": 6894, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 752, + "bytes_utf8": 752, + "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": 397, + "bytes_utf8": 397, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14091, + "cached_input_tokens": 12672, + "output_tokens": 251, + "reasoning_output_tokens": 144 + } + }, + "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_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c14932e4540f1d2f04163b53b1ffbfa6e394e85d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=attribute8, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute8", + "condition_col": "class", + "condition_value": "4", + "positive_value": "1", + "negative_value": "4", + "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": 60.0, + "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_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c14932e4540f1d2f04163b53b1ffbfa6e394e85d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=attribute8, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute8", + "condition_col": "class", + "condition_value": "4", + "positive_value": "1", + "negative_value": "4", + "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": 60.0, + "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_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1405602da7b0ca12281ff84983ed87ae25658f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-d1e4-7ab0-979d-63bcf8cf1d8d"} +{"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_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b538d2c95de4274e65cff5d4b738556ee42331fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-d1e4-7ab0-979d-63bcf8cf1d8d"} +{"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_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d71e5de27b59961b8a15082b5015b6ec9322d15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-e216-77c1-a063-19bdc9b63d78"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute8\\\",\\n AVG(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"attribute8\\\" and condition_col=\\\"class\\\", measuring the within-group proportion of rows where class = '4'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14091,"cached_input_tokens":12672,"output_tokens":251,"reasoning_output_tokens":144}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..17edf1eca73e3ce389285dff801d6cea6e7c9745 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"attribute8\",\n AVG(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n17\"\nGROUP BY \"attribute8\"\nORDER BY condition_rate DESC;","notes":"Uses the Grouped Condition Rate template with group_col=\"attribute8\" and condition_col=\"class\", measuring the within-group proportion of rows where class = '4'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_4f80794138137e22/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git 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"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": 6900, "bytes_utf8": 6900, "lines": 219, "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": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14091, "cached_input_tokens": 13696, "output_tokens": 540, "reasoning_output_tokens": 421}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3e1465415f4663c40a8bfc0a2906bccedeffff79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_51c8ca6f0fdfdf0e", + "api_calls": 0, + "input_tokens": 14091, + "cached_input_tokens": 13696, + "output_tokens": 540, + "total_tokens": 14631, + "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": 15053.41, + "sql_execution_elapsed_ms_total": 15.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/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_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..303ffb4d3c53206bc0a4943ba4484efa72a3b230 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/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": "2026-05-19T15:58:51.186817+00:00", + "ended_at": "2026-05-19T15:58:54.580580+00:00", + "elapsed_ms": 3393.73, + "returncode": 1, + "prompt_metrics": { + "chars": 6900, + "bytes_utf8": 6900, + "lines": 219, + "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_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b06bee38c9685e332988039e1ff781de408c1070 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/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": "2026-05-19T15:58:55.582495+00:00", + "ended_at": "2026-05-19T15:59:07.242218+00:00", + "elapsed_ms": 11659.68, + "prompt_metrics": { + "chars": 6900, + "bytes_utf8": 6900, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 826, + "bytes_utf8": 826, + "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": 471, + "bytes_utf8": 471, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14091, + "cached_input_tokens": 13696, + "output_tokens": 540, + "reasoning_output_tokens": 421 + } + }, + "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_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d91c764c856e4e09e70d818ce93a4ccb4dd50ffc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute3, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute3", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d91c764c856e4e09e70d818ce93a4ccb4dd50ffc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute3, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute3", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2abff84599a0283df32f5bf8cfc0e06a8bc03f63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-1c5e-77c2-8dc8-bab591ae91f7"} +{"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_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa64a9a3c678340b17bd89af6d5cefd22c9d148d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-1c5e-77c2-8dc8-bab591ae91f7"} +{"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_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..50514ed5210f898c8e27c4eb5e5ad89d33c839e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-2d7e-7bd1-b65e-c6f1536ee659"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"attribute3\\\",\\n AVG(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template exactly, grouping by \\\"attribute3\\\" and computing the within-group proportion of rows where \\\"class\\\" = '1'. String comparison is used because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14091,"cached_input_tokens":13696,"output_tokens":540,"reasoning_output_tokens":421}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2d27e14316a1371daaee2de64dd06e0d7647f95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"attribute3\",\n AVG(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n17\"\nGROUP BY \"attribute3\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template exactly, grouping by \"attribute3\" and computing the within-group proportion of rows where \"class\" = '1'. String comparison is used because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_51c8ca6f0fdfdf0e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49126b6b98499fb0febaa6c08108aa7c44d4dcfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6839, "bytes_utf8": 6839, "lines": 216, "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": 1934, "bytes_utf8": 1934, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12672, "output_tokens": 1155, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..89a03c3aca4fcd0e101095097aee53f68c226441 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_54fc53330eb24dae", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 1155, + "total_tokens": 15224, + "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": 19858.59, + "sql_execution_elapsed_ms_total": 52.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/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_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bfce151442bd1e681aaf096e34c20af7bdf0d7f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/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": "2026-05-19T15:49:56.738712+00:00", + "ended_at": "2026-05-19T15:50:16.597323+00:00", + "elapsed_ms": 19858.59, + "prompt_metrics": { + "chars": 6839, + "bytes_utf8": 6839, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2556, + "bytes_utf8": 2556, + "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": 1934, + "bytes_utf8": 1934, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 1155, + "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_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..402bc1463ee8e03a33350eb7675bf006dfd05361 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=attribute5, measure_col=attribute4.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute4", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29754f5cc5c017fa6991f9474ff92b028d4873c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-f497-7cd0-b033-72cbb15dda54"} +{"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 \\\"attribute5\\\",\\n CAST(\\\"attribute4\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"attribute5\\\"\\n ORDER BY CAST(\\\"attribute4\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"attribute5\\\") AS \\\"cnt\\\"\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute5\\\" IS NOT NULL\\n AND \\\"attribute4\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"attribute5\\\",\\n \\\"cnt\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INT) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INT)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INT)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INT) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"attribute5\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"positions\\\" AS p\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"attribute5\\\" = p.\\\"attribute5\\\"\\n GROUP BY\\n p.\\\"attribute5\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"attribute5\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the requested template roles with group_col=\\\"attribute5\\\" and measure_col=\\\"attribute4\\\". Since SQLite does not support PERCENTILE_CONT, this query emulates the continuous 90th percentile per group using window functions and linear interpolation over CAST(\\\"attribute4\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14069,"cached_input_tokens":12672,"output_tokens":1155,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c090a3cb06360005a8d765ed9bee73ba7bd909bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"attribute5\",\n CAST(\"attribute4\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"attribute5\"\n ORDER BY CAST(\"attribute4\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"attribute5\") AS \"cnt\"\n FROM \"n17\"\n WHERE \"attribute5\" IS NOT NULL\n AND \"attribute4\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"attribute5\",\n \"cnt\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INT) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) = CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INT)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INT)\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INT) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n p.\"attribute5\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lower_rn\" THEN o.\"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN o.\"rn\" = p.\"upper_rn\" THEN o.\"measure_value\" END) AS \"upper_value\"\n FROM \"positions\" AS p\n JOIN \"ordered\" AS o\n ON o.\"attribute5\" = p.\"attribute5\"\n GROUP BY\n p.\"attribute5\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\"\n)\nSELECT\n \"attribute5\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the requested template roles with group_col=\"attribute5\" and measure_col=\"attribute4\". Since SQLite does not support PERCENTILE_CONT, this query emulates the continuous 90th percentile per group using window functions and linear interpolation over CAST(\"attribute4\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_54fc53330eb24dae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1447ce9f48c2fc5f5fb517a53e60e9db0c73ee9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6555, "bytes_utf8": 6555, "lines": 214, "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": 14002, "cached_input_tokens": 12032, "output_tokens": 288, "reasoning_output_tokens": 210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e2d61b3f71ca65a48398ed97f82e9e581d457f6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_58a4e26f81071ff7", + "api_calls": 0, + "input_tokens": 14002, + "cached_input_tokens": 12032, + "output_tokens": 288, + "total_tokens": 14290, + "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": 9991.32, + "sql_execution_elapsed_ms_total": 6.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/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_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..466a3ac981aaa1479dc72a962d7de3daef6d07c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/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": "2026-05-19T15:33:13.760010+00:00", + "ended_at": "2026-05-19T15:33:23.751362+00:00", + "elapsed_ms": 9991.32, + "prompt_metrics": { + "chars": 6555, + "bytes_utf8": 6555, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 633, + "bytes_utf8": 633, + "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": 14002, + "cached_input_tokens": 12032, + "output_tokens": 288, + "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_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0eba1e97a29e6ae3efa8680dd0d9147518931ea5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "class", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c2ab31dfc3d1da84e4dc72207b9ed6cf5d52802 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-a699-7de2-8654-8e836e23a130"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"class\\\" on the single table \\\"n17\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14002,"cached_input_tokens":12032,"output_tokens":288,"reasoning_output_tokens":210}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3de199dd1d5bc17fafd45b5102b7e8d21b5cf15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"class\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nGROUP BY \"class\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided grouped-count template with group_col bound to \"class\" on the single table \"n17\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_58a4e26f81071ff7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4336fa2101af8ddccf0ae6512d8d815da9e69cc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7218, "bytes_utf8": 7218, "lines": 216, "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": 634, "bytes_utf8": 634, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14169, "cached_input_tokens": 12672, "output_tokens": 395, "reasoning_output_tokens": 230}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dfea26204086e6cb99ee267c8c48e59afd49e2f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_5ab4ef61eef7a323", + "api_calls": 0, + "input_tokens": 14169, + "cached_input_tokens": 12672, + "output_tokens": 395, + "total_tokens": 14564, + "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": 11855.64, + "sql_execution_elapsed_ms_total": 11.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/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_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f5f1c387b87845e36c2727ec217e2860a6efefc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/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": "2026-05-19T15:45:50.635451+00:00", + "ended_at": "2026-05-19T15:46:02.491123+00:00", + "elapsed_ms": 11855.64, + "prompt_metrics": { + "chars": 7218, + "bytes_utf8": 7218, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1005, + "bytes_utf8": 1005, + "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": 634, + "bytes_utf8": 634, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14169, + "cached_input_tokens": 12672, + "output_tokens": 395, + "reasoning_output_tokens": 230 + } + }, + "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_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3900d1073a4e88cb16ad4027e2312fbd90f58b18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=attribute5, measure_col=attribute3.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute3", + "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": 86.0, + "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_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d3bbea3c523ba6ef3235259acc5f90257fe931c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-3355-7cf1-afb1-1007add5072d"} +{"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 \\\"attribute5\\\", SUM(CAST(\\\"attribute3\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute5\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute5\\\", 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 requested template with group_col=\\\"attribute5\\\" and measure_col=\\\"attribute3\\\". Cast \\\"attribute3\\\" to REAL because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14169,"cached_input_tokens":12672,"output_tokens":395,"reasoning_output_tokens":230}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68bac5196b996957070015d2f29bfdf74c064a47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"attribute5\", SUM(CAST(\"attribute3\" AS REAL)) AS group_value\n FROM \"n17\"\n GROUP BY \"attribute5\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"attribute5\", 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 requested template with group_col=\"attribute5\" and measure_col=\"attribute3\". Cast \"attribute3\" to REAL because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5ab4ef61eef7a323/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76267d7025eecd4717c9ba5573e94441f6ebf168 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7215, "bytes_utf8": 7215, "lines": 216, "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": 644, "bytes_utf8": 644, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14167, "cached_input_tokens": 12672, "output_tokens": 454, "reasoning_output_tokens": 287}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1680778c9596d8810a40fba4a817a47b3fb63d9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_5b8c64f2c51de672", + "api_calls": 0, + "input_tokens": 14167, + "cached_input_tokens": 12672, + "output_tokens": 454, + "total_tokens": 14621, + "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": 14315.69, + "sql_execution_elapsed_ms_total": 17.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/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_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..722bff8258332ed0b72285c85c43f1f3002fd984 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/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": "2026-05-19T15:46:27.549100+00:00", + "ended_at": "2026-05-19T15:46:41.864842+00:00", + "elapsed_ms": 14315.69, + "prompt_metrics": { + "chars": 7215, + "bytes_utf8": 7215, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1344, + "bytes_utf8": 1344, + "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": 644, + "bytes_utf8": 644, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14167, + "cached_input_tokens": 12672, + "output_tokens": 454, + "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_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd07f0862010eb4701329e17dc327532217beca4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute7, measure_col=attribute5.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute5", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f87498a56f83839bd85ba5a48b60f259f273262c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ea-c389-7070-a5bf-6893f027dcab"} +{"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 14802. Please try again in 444ms. 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 \\\"attribute7\\\", SUM(CAST(\\\"attribute5\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute7\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute7\\\", 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=\\\"attribute7\\\" and measure_col=\\\"attribute5\\\". CAST to REAL is used because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14167,"cached_input_tokens":12672,"output_tokens":454,"reasoning_output_tokens":287}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0fbd67fe82974a6f925679d16abb60635f2a60c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"attribute7\", SUM(CAST(\"attribute5\" AS REAL)) AS group_value\n FROM \"n17\"\n GROUP BY \"attribute7\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"attribute7\", 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=\"attribute7\" and measure_col=\"attribute5\". CAST to REAL is used because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5b8c64f2c51de672/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e994936aae3ef5c482a1ea29599e4ed838e633f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/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": "2026-05-19T16:01:46.979120+00:00", + "ended_at": "2026-05-19T16:01:51.743398+00:00", + "elapsed_ms": 4764.25, + "returncode": 1, + "prompt_metrics": { + "chars": 6645, + "bytes_utf8": 6645, + "lines": 214, + "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_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f7ec86dca27f9fbe6bd1a4ce52483bfadd5cd57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/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": "2026-05-19T16:01:52.745543+00:00", + "ended_at": "2026-05-19T16:01:56.076292+00:00", + "elapsed_ms": 3330.72, + "returncode": 1, + "prompt_metrics": { + "chars": 6645, + "bytes_utf8": 6645, + "lines": 214, + "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_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..540383b358b97dd0cb8c936a29958146045d6bd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=attribute3.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute3", + "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": 6.0, + "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_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..540383b358b97dd0cb8c936a29958146045d6bd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=attribute3.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute3", + "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": 6.0, + "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_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b79d969d03a8938e6c9ac1054162f523e905a309 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-caee-7ee3-80ba-9150db238c0e"} +{"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_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da6635687acf766445462ba039bc90118ba8a802 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-caee-7ee3-80ba-9150db238c0e"} +{"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_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5f0bed772d1cfcef7d29cbcdb25af35d94f6d9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-e16e-7b90-8159-8cc2b87a8853"} +{"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_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..02eadd5570204c8213b1a54483d937c36c246a68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-e16e-7b90-8159-8cc2b87a8853"} +{"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_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_5d93c81c0b25ce36/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f53a7e076ffb21e797ba8db0cf4407bafd6160ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6648, "bytes_utf8": 6648, "lines": 214, "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": 6648, "bytes_utf8": 6648, "lines": 214, "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": 315, "bytes_utf8": 315, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14041, "cached_input_tokens": 12032, "output_tokens": 540, "reasoning_output_tokens": 448}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8dad2db9e16533d5f5f951df5566bc433bed5ab3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_6251fd2fb63ace96", + "api_calls": 0, + "input_tokens": 14041, + "cached_input_tokens": 12032, + "output_tokens": 540, + "total_tokens": 14581, + "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": 15501.9, + "sql_execution_elapsed_ms_total": 4.77, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/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_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..feaab6c593c4de1a342b66ca96b0cfde4ef86d8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/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": "2026-05-19T16:02:21.203362+00:00", + "ended_at": "2026-05-19T16:02:24.266029+00:00", + "elapsed_ms": 3062.6, + "returncode": 1, + "prompt_metrics": { + "chars": 6648, + "bytes_utf8": 6648, + "lines": 214, + "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_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e3a29af4365c1b2f73452e089fbb13c5081762bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/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": "2026-05-19T16:02:25.267784+00:00", + "ended_at": "2026-05-19T16:02:37.707119+00:00", + "elapsed_ms": 12439.3, + "prompt_metrics": { + "chars": 6648, + "bytes_utf8": 6648, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 668, + "bytes_utf8": 668, + "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": 14041, + "cached_input_tokens": 12032, + "output_tokens": 540, + "reasoning_output_tokens": 448 + } + }, + "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_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d0882cbc1e4015f3c2e44de7d782e4be7be4139 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=attribute4.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute4", + "top_k": 18, + "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": 42.0, + "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_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d0882cbc1e4015f3c2e44de7d782e4be7be4139 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=attribute4.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute4", + "top_k": 18, + "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": 42.0, + "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_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ef58f143d78d2b4eb0a7405119536bcdcd1a923 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-5092-7ad1-8694-3ff9e22663c8"} +{"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_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d632c115cc5fdaf79ca1c3e78aaab4b5bf612907 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-5092-7ad1-8694-3ff9e22663c8"} +{"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_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b04d7f7036037bf827d726202524e4876cb858a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-6080-7760-ba9b-749240ff410f"} +{"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 \\\"attribute4\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY support ASC, \\\"attribute4\\\"\\nLIMIT 18;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"attribute4\\\" and top_k set to 18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14041,"cached_input_tokens":12032,"output_tokens":540,"reasoning_output_tokens":448}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..418996cbc71b414e8636b7044d61422d68dd4d5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute4\",\n COUNT(*) AS support\nFROM \"n17\"\nGROUP BY \"attribute4\"\nORDER BY support ASC, \"attribute4\"\nLIMIT 18;","notes":"Uses the Low-Support Group Count template with group_col bound to \"attribute4\" and top_k set to 18."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6251fd2fb63ace96/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b42cbc5f11b976ef3ff1b2ab3b306e89b10d3060 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6594, "bytes_utf8": 6594, "lines": 214, "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": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14020, "cached_input_tokens": 12672, "output_tokens": 325, "reasoning_output_tokens": 224}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6eb7fc0ec3fa8b9a57f9da2e00909b8f5859d219 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_6282b3043aa77715", + "api_calls": 0, + "input_tokens": 14020, + "cached_input_tokens": 12672, + "output_tokens": 325, + "total_tokens": 14345, + "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": 8500.92, + "sql_execution_elapsed_ms_total": 1.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/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_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..61ba55f27314bb7ebe0b468d5c578e908cb69e38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/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": "2026-05-19T15:59:55.661836+00:00", + "ended_at": "2026-05-19T16:00:04.162777+00:00", + "elapsed_ms": 8500.92, + "prompt_metrics": { + "chars": 6594, + "bytes_utf8": 6594, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 692, + "bytes_utf8": 692, + "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": 348, + "bytes_utf8": 348, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14020, + "cached_input_tokens": 12672, + "output_tokens": 325, + "reasoning_output_tokens": 224 + } + }, + "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_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ccb92546e229cd43c706da637319f9ba3183b5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute3.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "attribute3", + "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": 89.0, + "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_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..943d2a3ce51b67504aab3590b8986d21af7085e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-1829-76c2-8eb2-26b9af1600a6"} +{"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(\\\"attribute3\\\" AS REAL) <= 89.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n17\\\";\",\"notes\":\"Uses the requested template with measure_col bound to \\\"attribute3\\\" and threshold 89.0. CAST to REAL is applied because the column is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14020,"cached_input_tokens":12672,"output_tokens":325,"reasoning_output_tokens":224}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45ca5de6df93496895e84873a328171baee53423 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"attribute3\" AS REAL) <= 89.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n17\";","notes":"Uses the requested template with measure_col bound to \"attribute3\" and threshold 89.0. CAST to REAL is applied because the column is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6282b3043aa77715/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71a3a9706a3f860218653eef11fbbde9446096ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6828, "bytes_utf8": 6828, "lines": 214, "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": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14084, "cached_input_tokens": 12672, "output_tokens": 381, "reasoning_output_tokens": 250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3a060888d8f5019a4246d717ab4521762e3c90be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_6bcf3ea746ac951d", + "api_calls": 0, + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 381, + "total_tokens": 14465, + "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": 9480.1, + "sql_execution_elapsed_ms_total": 19.75, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/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_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2846cc85d8bce8eb50528591384a3f9449cc2d56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/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": "2026-05-19T15:42:29.627517+00:00", + "ended_at": "2026-05-19T15:42:39.107656+00:00", + "elapsed_ms": 9480.1, + "prompt_metrics": { + "chars": 6828, + "bytes_utf8": 6828, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 858, + "bytes_utf8": 858, + "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": 498, + "bytes_utf8": 498, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 381, + "reasoning_output_tokens": 250 + } + }, + "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_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5045e586eaf51ac1a41586f49ecf56b1e17f589b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute7.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "attribute7", + "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": 42.0, + "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_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f51fa3439ed0cc1c20522131e24793dc98af8e32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-2208-7312-b350-6fc0246b94fc"} +{"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\\n \\\"attribute7\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute7\\\" AS INTEGER) DESC) AS tail_bucket\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute7\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"attribute7\\\" AS INTEGER) DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"attribute7\\\" and cast it to INTEGER because the schema stores numeric features as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14084,"cached_input_tokens":12672,"output_tokens":381,"reasoning_output_tokens":250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..016b1c361580660eb4cc03551899d0ee86a2eb3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT\n \"attribute7\",\n NTILE(10) OVER (ORDER BY CAST(\"attribute7\" AS INTEGER) DESC) AS tail_bucket\n FROM \"n17\"\n)\nSELECT \"attribute7\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"attribute7\" AS INTEGER) DESC;","notes":"Used the requested Quantile Tail Slice template with measure_col bound to \"attribute7\" and cast it to INTEGER because the schema stores numeric features as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6bcf3ea746ac951d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..867cee7089450643bdb4b9c15cbb6e5bd1344c51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7215, "bytes_utf8": 7215, "lines": 216, "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": 706, "bytes_utf8": 706, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14167, "cached_input_tokens": 12032, "output_tokens": 704, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ea4cdaa9cf75a7d3599de0dfd9b87e018a5d2e87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_6c93835551ae387a", + "api_calls": 0, + "input_tokens": 14167, + "cached_input_tokens": 12032, + "output_tokens": 704, + "total_tokens": 14871, + "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": 14252.68, + "sql_execution_elapsed_ms_total": 6.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/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_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e52d75823e8646a607ff5c7d2ec2ae10352c84b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/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": "2026-05-19T15:45:36.372570+00:00", + "ended_at": "2026-05-19T15:45:50.625280+00:00", + "elapsed_ms": 14252.68, + "prompt_metrics": { + "chars": 7215, + "bytes_utf8": 7215, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1105, + "bytes_utf8": 1105, + "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": 706, + "bytes_utf8": 706, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14167, + "cached_input_tokens": 12032, + "output_tokens": 704, + "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_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e83975cee8a7fbb08863cce4b174f48e0b0b003c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute5, measure_col=attribute3.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute3", + "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": 89.0, + "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_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29bd9b20daaf69da2cd195e06af9a735cd74a4d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-fb96-7c53-a64f-49fb2c503d57"} +{"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 \\\"attribute5\\\", SUM(CAST(\\\"attribute3\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute5\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"attribute5\\\", 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=\\\"attribute5\\\", measure_col=\\\"attribute3\\\", and fraction_threshold=0.1. Cast \\\"attribute3\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14167,"cached_input_tokens":12032,"output_tokens":704,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b841095f1a1792e6132187af3c5826222e3f74aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"attribute5\", SUM(CAST(\"attribute3\" AS REAL)) AS \"group_value\"\n FROM \"n17\"\n GROUP BY \"attribute5\"\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"attribute5\", 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=\"attribute5\", measure_col=\"attribute3\", and fraction_threshold=0.1. Cast \"attribute3\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_6c93835551ae387a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b854d10c6ae56d4c4d3eb90971aadbd5825b500 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6745, "bytes_utf8": 6745, "lines": 216, "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": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14042, "cached_input_tokens": 12672, "output_tokens": 408, "reasoning_output_tokens": 300}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..904ca76890992df97e49272121565f114dae1e77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_7679689c7a7f4756", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 12672, + "output_tokens": 408, + "total_tokens": 14450, + "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": 9700.27, + "sql_execution_elapsed_ms_total": 23.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/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_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8efc6a278e5a1e7eb66825ad66bf8056422c267c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/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": "2026-05-19T16:05:41.524615+00:00", + "ended_at": "2026-05-19T16:05:51.224914+00:00", + "elapsed_ms": 9700.27, + "prompt_metrics": { + "chars": 6745, + "bytes_utf8": 6745, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 783, + "bytes_utf8": 783, + "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": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14042, + "cached_input_tokens": 12672, + "output_tokens": 408, + "reasoning_output_tokens": 300 + } + }, + "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_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6630ffb2fbb9e9c6b3ccbeeea49bd01507d25ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=attribute7, measure_col=attribute2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute2", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09e36c4144cc688f27b5dd3fb7aeac792f41f48d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-5f2b-7840-98bb-dce5a357d320"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg.\\nSELECT DISTINCT\\n \\\"attribute7\\\",\\n AVG(CAST(\\\"attribute2\\\" AS REAL)) OVER (PARTITION BY \\\"attribute7\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the requested Window Partition Average template with group_col=\\\"attribute7\\\" and measure_col=\\\"attribute2\\\". CAST to REAL is used because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14042,"cached_input_tokens":12672,"output_tokens":408,"reasoning_output_tokens":300}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6eae7d16a2849969a1505f2742c77dda922d750a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg.\nSELECT DISTINCT\n \"attribute7\",\n AVG(CAST(\"attribute2\" AS REAL)) OVER (PARTITION BY \"attribute7\") AS avg_measure\nFROM \"n17\"\nORDER BY avg_measure DESC;","notes":"Applied the requested Window Partition Average template with group_col=\"attribute7\" and measure_col=\"attribute2\". CAST to REAL is used because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7679689c7a7f4756/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83f3af146ff4a7ae2266e64a52724fc3d3684abb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6735, "bytes_utf8": 6735, "lines": 216, "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": 602, "bytes_utf8": 602, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14039, "cached_input_tokens": 12032, "output_tokens": 679, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e0beff141ad55ae5e1e0676f9e01e6a8c2d5faaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_76aedfb336b444de", + "api_calls": 0, + "input_tokens": 14039, + "cached_input_tokens": 12032, + "output_tokens": 679, + "total_tokens": 14718, + "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": 14938.77, + "sql_execution_elapsed_ms_total": 40.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/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_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f0e9ac73cd556aea4a0644d8f2807837ae4c3b2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/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": "2026-05-19T16:05:18.686371+00:00", + "ended_at": "2026-05-19T16:05:33.625175+00:00", + "elapsed_ms": 14938.77, + "prompt_metrics": { + "chars": 6735, + "bytes_utf8": 6735, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 979, + "bytes_utf8": 979, + "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": 602, + "bytes_utf8": 602, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14039, + "cached_input_tokens": 12032, + "output_tokens": 679, + "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_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..593a307ca43d427161f413239d5f78d189968ade --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=attribute6, measure_col=time.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute6", + "measure_col": "time", + "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": 51.0, + "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_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f2e49dba326b3995dad4b328a08a7e61b35a772 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-05da-7a01-954f-539eed1d5c71"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"attribute6\\\",\\n AVG(CAST(\\\"time\\\" AS REAL)) OVER (PARTITION BY \\\"attribute6\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nWHERE \\\"attribute6\\\" IN (\\n SELECT \\\"attribute6\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute6\\\"\\n HAVING COUNT(*) >= 5\\n)\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the planned window-partition-average template with group_col=\\\"attribute6\\\" and measure_col=\\\"time\\\". CAST is applied because the schema stores numeric fields as TEXT, and a min-group-size filter of 5 is included to match the filtered_stable_view role.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14039,"cached_input_tokens":12032,"output_tokens":679,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35c04fadfb7b67526779aa6b8e0a84976beb2529 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"attribute6\",\n AVG(CAST(\"time\" AS REAL)) OVER (PARTITION BY \"attribute6\") AS avg_measure\nFROM \"n17\"\nWHERE \"attribute6\" IN (\n SELECT \"attribute6\"\n FROM \"n17\"\n GROUP BY \"attribute6\"\n HAVING COUNT(*) >= 5\n)\nORDER BY avg_measure DESC;","notes":"Uses the planned window-partition-average template with group_col=\"attribute6\" and measure_col=\"time\". CAST is applied because the schema stores numeric fields as TEXT, and a min-group-size filter of 5 is included to match the filtered_stable_view role."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76aedfb336b444de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c637f7e78e77abf1b3a7e683dc128a3b8ed8eb9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6566, "bytes_utf8": 6566, "lines": 214, "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": 268, "bytes_utf8": 268, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14004, "cached_input_tokens": 12032, "output_tokens": 330, "reasoning_output_tokens": 255}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d6fc66281c57f81408e826d55d4739cd11920b30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_76dc313df02e0957", + "api_calls": 0, + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 330, + "total_tokens": 14334, + "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": 13863.12, + "sql_execution_elapsed_ms_total": 4.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/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_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d514aa5379982b4a0209ad9f6c5fa1154a2bbca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/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": "2026-05-19T15:32:03.379377+00:00", + "ended_at": "2026-05-19T15:32:17.242520+00:00", + "elapsed_ms": 13863.12, + "prompt_metrics": { + "chars": 6566, + "bytes_utf8": 6566, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 955, + "bytes_utf8": 955, + "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": 268, + "bytes_utf8": 268, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 330, + "reasoning_output_tokens": 255 + } + }, + "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_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8eb96b4eb2a0e5ee259688c12d6128812902dfb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=attribute4.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "attribute4", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b805beb382e3942c5d39877bb0d117fe6ee54086 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dd-93a9-7ba1-946a-d107941d9369"} +{"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 1992180, Requested 14639. Please try again in 204ms. 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 \\\"attribute4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the Grouped Count by Category template with group_col bound to \\\"attribute4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14004,"cached_input_tokens":12032,"output_tokens":330,"reasoning_output_tokens":255}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5ebcd29410449c1014dbf5db1fd97c4d988ef4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"attribute4\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nGROUP BY \"attribute4\"\nORDER BY \"row_count\" DESC;","notes":"Applied the Grouped Count by Category template with group_col bound to \"attribute4\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_76dc313df02e0957/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..279f221773e935ee7cb035525408f5b5868fb7b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/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": 218, "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": 611, "bytes_utf8": 611, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14149, "cached_input_tokens": 12672, "output_tokens": 578, "reasoning_output_tokens": 412}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aeaa8678a55954a076829241dd13b8d91b3cd7da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_7819176b18da754f", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12672, + "output_tokens": 578, + "total_tokens": 14727, + "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": 12507.25, + "sql_execution_elapsed_ms_total": 13.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/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_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..51a1ec5c6902391dd98a6f62315300a30714afa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/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": "2026-05-19T15:37:51.819484+00:00", + "ended_at": "2026-05-19T15:38:04.326767+00:00", + "elapsed_ms": 12507.25, + "prompt_metrics": { + "chars": 7068, + "bytes_utf8": 7068, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 992, + "bytes_utf8": 992, + "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": 611, + "bytes_utf8": 611, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14149, + "cached_input_tokens": 12672, + "output_tokens": 578, + "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_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5800abe5b94bdb6a184994553ba88634bcee2691 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute4, measure_col=attribute7.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute4", + "measure_col": "attribute7", + "item_col": "attribute8", + "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": 42.0, + "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_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c1280b61b99cc4aea0aa11967b226a19f001ac2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-e501-75e1-8501-48b5643a8fe5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute4\\\", \\\"attribute8\\\",\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute7\\\" AS REAL))) OVER (PARTITION BY \\\"attribute4\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\", \\\"attribute8\\\"\\nORDER BY share_within_group DESC\\nLIMIT 13;\",\"notes\":\"Applied the provided template with group_col=\\\"attribute4\\\", item_col=\\\"attribute8\\\", and measure_col=\\\"attribute7\\\". CAST to REAL is used because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14149,"cached_input_tokens":12672,"output_tokens":578,"reasoning_output_tokens":412}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..122c82c920cf48eb5b6ef94c986aabdc0d95180b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"attribute4\", \"attribute8\",\n SUM(CAST(\"attribute7\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute7\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute7\" AS REAL))) OVER (PARTITION BY \"attribute4\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute4\", \"attribute8\"\nORDER BY share_within_group DESC\nLIMIT 13;","notes":"Applied the provided template with group_col=\"attribute4\", item_col=\"attribute8\", and measure_col=\"attribute7\". CAST to REAL is used because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7819176b18da754f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97a32860040bd602604eb1f71fa9665ae2f51f11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6646, "bytes_utf8": 6646, "lines": 214, "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": 6646, "bytes_utf8": 6646, "lines": 214, "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": 320, "bytes_utf8": 320, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14039, "cached_input_tokens": 12032, "output_tokens": 323, "reasoning_output_tokens": 228}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..468518c85cfbc807a90fe9f73b1b0173e9d5d4e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_7b9cccd57a9e3d20", + "api_calls": 0, + "input_tokens": 14039, + "cached_input_tokens": 12032, + "output_tokens": 323, + "total_tokens": 14362, + "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": 11180.62, + "sql_execution_elapsed_ms_total": 4.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/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_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a6ec2ae35a8615b671da8f4e1353087b92bcf59f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/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": "2026-05-19T16:02:09.010492+00:00", + "ended_at": "2026-05-19T16:02:11.904374+00:00", + "elapsed_ms": 2893.85, + "returncode": 1, + "prompt_metrics": { + "chars": 6646, + "bytes_utf8": 6646, + "lines": 214, + "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_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..760ff8630bf197ae069686f9446115aadbb20513 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/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": "2026-05-19T16:02:12.907528+00:00", + "ended_at": "2026-05-19T16:02:21.194351+00:00", + "elapsed_ms": 8286.77, + "prompt_metrics": { + "chars": 6646, + "bytes_utf8": 6646, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 681, + "bytes_utf8": 681, + "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": 320, + "bytes_utf8": 320, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14039, + "cached_input_tokens": 12032, + "output_tokens": 323, + "reasoning_output_tokens": 228 + } + }, + "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_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..490f5ee3e18477cb90aa8ec1689d93a980a57b50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute4.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute4", + "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": 42.0, + "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_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..490f5ee3e18477cb90aa8ec1689d93a980a57b50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute4.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute4", + "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": 42.0, + "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_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be2d1ea8ff706f7ec5e5a40c421daa2026c29cdc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-2109-7c11-a95c-209f70770839"} +{"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_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a86e49b1633559b8d49d3ecfa1e0b6af48c53738 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-2109-7c11-a95c-209f70770839"} +{"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_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9615b3def51cc9c7d55f4b106ca6b75352ebc984 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-303d-7e11-a473-d28eb911bbc4"} +{"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 \\\"attribute4\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute4\\\"\\nLIMIT 13;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"attribute4\\\" and top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14039,"cached_input_tokens":12032,"output_tokens":323,"reasoning_output_tokens":228}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8826c5bc97cfc93afdd2b2b5892b2e4ad5fd220 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute4\",\n COUNT(*) AS \"support\"\nFROM \"n17\"\nGROUP BY \"attribute4\"\nORDER BY \"support\" ASC, \"attribute4\"\nLIMIT 13;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"attribute4\" and top_k=13."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7b9cccd57a9e3d20/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2aa4044a96d229c581d951322c14498a99cf1719 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6648, "bytes_utf8": 6648, "lines": 214, "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": 326, "bytes_utf8": 326, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14041, "cached_input_tokens": 13696, "output_tokens": 596, "reasoning_output_tokens": 503}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..51e9db5674554db38b74a62d43c8553c6aaa0ad6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_7c42c32a66aa5595", + "api_calls": 0, + "input_tokens": 14041, + "cached_input_tokens": 13696, + "output_tokens": 596, + "total_tokens": 14637, + "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": 12524.36, + "sql_execution_elapsed_ms_total": 5.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/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_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b094a1e5266801bc9011109c9844813762d59d0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/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": "2026-05-19T16:03:17.821699+00:00", + "ended_at": "2026-05-19T16:03:30.346090+00:00", + "elapsed_ms": 12524.36, + "prompt_metrics": { + "chars": 6648, + "bytes_utf8": 6648, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 687, + "bytes_utf8": 687, + "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": 326, + "bytes_utf8": 326, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14041, + "cached_input_tokens": 13696, + "output_tokens": 596, + "reasoning_output_tokens": 503 + } + }, + "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_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36c2fe3a556412f522f2adb1864cec0d610a668a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=attribute6.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute6", + "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": 14.0, + "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_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68ec37db249d1eb0fec92e4bc781221036986061 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-2de2-7be3-a231-c9c51e0e69fa"} +{"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 \\\"attribute6\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute6\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute6\\\"\\nLIMIT 15;\",\"notes\":\"Applies the Low-Support Group Count template to \\\"attribute6\\\", returning the 15 least-supported groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14041,"cached_input_tokens":13696,"output_tokens":596,"reasoning_output_tokens":503}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d02c812d09afb5f7d7c9f6dbc32bf145ca87759d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute6\",\n COUNT(*) AS \"support\"\nFROM \"n17\"\nGROUP BY \"attribute6\"\nORDER BY \"support\" ASC, \"attribute6\"\nLIMIT 15;","notes":"Applies the Low-Support Group Count template to \"attribute6\", returning the 15 least-supported groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_7c42c32a66aa5595/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af06f2e2cabff594afce6e99767eda793c4c4f22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7216, "bytes_utf8": 7216, "lines": 216, "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": 683, "bytes_utf8": 683, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14167, "cached_input_tokens": 12032, "output_tokens": 381, "reasoning_output_tokens": 186}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9571a0a3b47598d0f97ca1ec9094e53725dba3af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8063d7f0fe23dc34/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"attribute4\", SUM(CAST(\"attribute2\" AS REAL)) AS \"group_value\"\n FROM \"n17\"\n GROUP BY \"attribute4\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"attribute4\", 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 required template with group_col=\"attribute4\" and measure_col=\"attribute2\". CAST(\"attribute2\" AS 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_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82c99a1b71017aa88e3121fbc87ec8bb9b34f542 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6646, "bytes_utf8": 6646, "lines": 214, "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": 6646, "bytes_utf8": 6646, "lines": 214, "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": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14042, "cached_input_tokens": 13696, "output_tokens": 755, "reasoning_output_tokens": 654}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fdd23d0b7d9077b61b29f2aa3b15560bd0285943 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_81a046911fca1f81", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 13696, + "output_tokens": 755, + "total_tokens": 14797, + "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": 21998.26, + "sql_execution_elapsed_ms_total": 5.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/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_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e76e2ff08f85b3f7efdce9da38550fe1e8505e28 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/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": "2026-05-19T16:02:37.716129+00:00", + "ended_at": "2026-05-19T16:02:40.611267+00:00", + "elapsed_ms": 2895.11, + "returncode": 1, + "prompt_metrics": { + "chars": 6646, + "bytes_utf8": 6646, + "lines": 214, + "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_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eef176ed3347839f3d3d5698d274884266adb5bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/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": "2026-05-19T16:02:41.613394+00:00", + "ended_at": "2026-05-19T16:03:00.716592+00:00", + "elapsed_ms": 19103.15, + "prompt_metrics": { + "chars": 6646, + "bytes_utf8": 6646, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 723, + "bytes_utf8": 723, + "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": 362, + "bytes_utf8": 362, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14042, + "cached_input_tokens": 13696, + "output_tokens": 755, + "reasoning_output_tokens": 654 + } + }, + "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_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb0243c64bb4d1965da97e1d4b1ea8484b359cbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=attribute5.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute5", + "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": 60.0, + "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_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb0243c64bb4d1965da97e1d4b1ea8484b359cbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=attribute5.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute5", + "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": 60.0, + "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_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05014dc900e8b39f1e2c95d69b7f63853eeed112 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-913b-7411-9e83-fe6f8511ff30"} +{"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_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..450b5c247c7c94d4624a0dafeece33f2325e9aad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-913b-7411-9e83-fe6f8511ff30"} +{"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_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69c4f9064bcb54ad754d1b7df2deac915c222933 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-a06f-7bb3-9440-2982e5e4fedb"} +{"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 \\\"attribute5\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\"\\nORDER BY \\\"support\\\" ASC, \\\"attribute5\\\"\\nLIMIT 14;\",\"notes\":\"Instantiated the Low-Support Group Count template with group_col=\\\"attribute5\\\" and top_k=14 to return the lowest-support attribute5 groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14042,"cached_input_tokens":13696,"output_tokens":755,"reasoning_output_tokens":654}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1da2a7f5de3a2c53e473418ad573da85afd3b34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute5\",\n COUNT(*) AS \"support\"\nFROM \"n17\"\nGROUP BY \"attribute5\"\nORDER BY \"support\" ASC, \"attribute5\"\nLIMIT 14;","notes":"Instantiated the Low-Support Group Count template with group_col=\"attribute5\" and top_k=14 to return the lowest-support attribute5 groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_81a046911fca1f81/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d77178beadf1cbc7fd6f1f1b101626472e20bf8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7203, "bytes_utf8": 7203, "lines": 216, "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": 656, "bytes_utf8": 656, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14164, "cached_input_tokens": 12672, "output_tokens": 713, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fccaae17c5218630c578070e962d51ea2658fdfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_8571ab1de924606b", + "api_calls": 0, + "input_tokens": 14164, + "cached_input_tokens": 12672, + "output_tokens": 713, + "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": 24755.88, + "sql_execution_elapsed_ms_total": 6.83, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/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_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05cbd93749385fc42a52856cac436be6e72969b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/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": "2026-05-19T15:48:12.766199+00:00", + "ended_at": "2026-05-19T15:48:37.522108+00:00", + "elapsed_ms": 24755.88, + "prompt_metrics": { + "chars": 7203, + "bytes_utf8": 7203, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2090, + "bytes_utf8": 2090, + "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": 656, + "bytes_utf8": 656, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14164, + "cached_input_tokens": 12672, + "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_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d11754ff86f0f6fa92e65a7cab40415b1dae0f69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=time, measure_col=attribute9.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "time", + "measure_col": "attribute9", + "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": 14.0, + "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_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b08f295e3b403c44d236d5302d74a1482e7918b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40ec-5e7f-7541-9505-5823f9c3c1e0"} +{"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 14799. Please try again in 443ms. 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 14799. Please try again in 443ms. 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 14799. Please try again in 443ms. 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 \\\"time\\\", SUM(CAST(\\\"attribute9\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"time\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT \\\"g\\\".\\\"time\\\", \\\"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\":\"Applies the Relative-to-Total Extreme Threshold template with group_col=time and measure_col=attribute9, casting the TEXT measure column to REAL before summing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14164,"cached_input_tokens":12672,"output_tokens":713,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3716cde9aa1b920c9daf2a9a411b016a9098f05a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"time\", SUM(CAST(\"attribute9\" AS REAL)) AS \"group_value\"\n FROM \"n17\"\n GROUP BY \"time\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT \"g\".\"time\", \"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":"Applies the Relative-to-Total Extreme Threshold template with group_col=time and measure_col=attribute9, casting the TEXT measure column to REAL before summing."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8571ab1de924606b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bba6a4779a87775fb03771da1a48558d61ffee70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6815, "bytes_utf8": 6815, "lines": 214, "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": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14081, "cached_input_tokens": 12672, "output_tokens": 377, "reasoning_output_tokens": 241}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..741ab9c1576ec2cf5589cba67fea86793749c60c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_87f9df43f9f9cb62", + "api_calls": 0, + "input_tokens": 14081, + "cached_input_tokens": 12672, + "output_tokens": 377, + "total_tokens": 14458, + "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": 15701.01, + "sql_execution_elapsed_ms_total": 35.53, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/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_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..acc2d73f97e34e4f206c63ddc99cff3852e3c696 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/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": "2026-05-19T15:43:17.478580+00:00", + "ended_at": "2026-05-19T15:43:33.179617+00:00", + "elapsed_ms": 15701.01, + "prompt_metrics": { + "chars": 6815, + "bytes_utf8": 6815, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1192, + "bytes_utf8": 1192, + "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": 496, + "bytes_utf8": 496, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14081, + "cached_input_tokens": 12672, + "output_tokens": 377, + "reasoning_output_tokens": 241 + } + }, + "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_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a2677fd8a994fa1fc1c928a0ad9e9c251179025 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=time.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "time", + "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": 55.0, + "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_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6897c232446277cc6b573475502cb9526b57ab6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-dce8-7142-bc9b-0256f384d908"} +{"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 14716. Please try again in 441ms. 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 \\\"time\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"time\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"time\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"time\\\" AS REAL) DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"time\\\" and num_tiles=10. CAST(\\\"time\\\" AS REAL) is applied because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14081,"cached_input_tokens":12672,"output_tokens":377,"reasoning_output_tokens":241}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2f6a4e02c98744f2a6da53a5976fc7368523959 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"time\",\n NTILE(10) OVER (ORDER BY CAST(\"time\" AS REAL) DESC) AS tail_bucket\n FROM \"n17\"\n)\nSELECT \"time\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"time\" AS REAL) DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"time\" and num_tiles=10. CAST(\"time\" AS REAL) is applied because the SQLite schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_87f9df43f9f9cb62/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e0d840d376613ca72232b727be88d92f655795e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6592, "bytes_utf8": 6592, "lines": 214, "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": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14020, "cached_input_tokens": 12672, "output_tokens": 252, "reasoning_output_tokens": 146}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b811c3ea877760b1cb1d70363939f4a9360173bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_881f9628c44d2aae", + "api_calls": 0, + "input_tokens": 14020, + "cached_input_tokens": 12672, + "output_tokens": 252, + "total_tokens": 14272, + "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": 7969.32, + "sql_execution_elapsed_ms_total": 1.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/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_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1e261080497f2173a2dba077a27af94a108d81f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/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": "2026-05-19T15:59:47.687142+00:00", + "ended_at": "2026-05-19T15:59:55.656495+00:00", + "elapsed_ms": 7969.32, + "prompt_metrics": { + "chars": 6592, + "bytes_utf8": 6592, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 715, + "bytes_utf8": 715, + "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": 371, + "bytes_utf8": 371, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14020, + "cached_input_tokens": 12672, + "output_tokens": 252, + "reasoning_output_tokens": 146 + } + }, + "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_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a4de2ec26e25221b9655b945f07b0bac2783376 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute2.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "attribute2", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09aa32077069ab7071eab8c46f37b9829d229926 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-f900-7af2-a504-e12a061f3b1f"} +{"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(\\\"attribute2\\\" AS REAL) <= 0.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n17\\\";\",\"notes\":\"Used the requested Threshold Rarity CDF template with measure_col bound to \\\"attribute2\\\" and threshold fixed at 0.0. CAST to REAL is included because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14020,"cached_input_tokens":12672,"output_tokens":252,"reasoning_output_tokens":146}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af223a516132d910a934e0f4c05f8b388051c428 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"attribute2\" AS REAL) <= 0.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n17\";","notes":"Used the requested Threshold Rarity CDF template with measure_col bound to \"attribute2\" and threshold fixed at 0.0. 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_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_881f9628c44d2aae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b627f5927c82df6cf06559ec21c01eb486faea55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6816, "bytes_utf8": 6816, "lines": 216, "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": 14063, "cached_input_tokens": 12672, "output_tokens": 1693, "reasoning_output_tokens": 1552}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d5d2cdb65722a1829b4dc71b718d07404282a1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_89a7976b54133adf", + "api_calls": 0, + "input_tokens": 14063, + "cached_input_tokens": 12672, + "output_tokens": 1693, + "total_tokens": 15756, + "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": 29303.4, + "sql_execution_elapsed_ms_total": 8.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/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_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39581113daa5cb7c03e7fd6f5f05a1a0302b4695 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/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": "2026-05-19T15:54:25.113958+00:00", + "ended_at": "2026-05-19T15:54:54.417379+00:00", + "elapsed_ms": 29303.4, + "prompt_metrics": { + "chars": 6816, + "bytes_utf8": 6816, + "lines": 216, + "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": 559, + "bytes_utf8": 559, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14063, + "cached_input_tokens": 12672, + "output_tokens": 1693, + "reasoning_output_tokens": 1552 + } + }, + "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_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b667b0699a2ffba2df1926e08bfe74edfce5c8a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=time, measure_col=time.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "time", + "measure_col": "time", + "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": 55.0, + "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_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2957d1fa65d6c2dc669147f168f39b3c51fdf083 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-0ce1-7812-a017-a144bb399fe6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"time\\\",\\n MAX(CAST(\\\"time\\\" AS REAL)) AS percentile_measure\\nFROM \\\"n17\\\"\\nWHERE \\\"time\\\" IS NOT NULL\\nGROUP BY \\\"time\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite has no PERCENTILE_CONT, and with group_col=time and measure_col=time each group contains a single repeated numeric value, so the 95th percentile within each group is exactly that group's time value. CAST ensures numeric ordering, and HAVING COUNT(*) >= 5 applies the provided minimum group size.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14063,"cached_input_tokens":12672,"output_tokens":1693,"reasoning_output_tokens":1552}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0eb21de1ce9b0a0473595252e11534916a47671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n \"time\",\n MAX(CAST(\"time\" AS REAL)) AS percentile_measure\nFROM \"n17\"\nWHERE \"time\" IS NOT NULL\nGROUP BY \"time\"\nHAVING COUNT(*) >= 5\nORDER BY percentile_measure DESC;","notes":"SQLite has no PERCENTILE_CONT, and with group_col=time and measure_col=time each group contains a single repeated numeric value, so the 95th percentile within each group is exactly that group's time value. CAST ensures numeric ordering, and HAVING COUNT(*) >= 5 applies the provided minimum group size."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_89a7976b54133adf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..394e7e947c2cb68744ca815fba8eff70be34d43a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6974, "bytes_utf8": 6974, "lines": 220, "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": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14126, "cached_input_tokens": 12672, "output_tokens": 475, "reasoning_output_tokens": 339}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1e88b4ca13732ef62191c1295d65f3d910b544c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_8ba2913d8fda50e9", + "api_calls": 0, + "input_tokens": 14126, + "cached_input_tokens": 12672, + "output_tokens": 475, + "total_tokens": 14601, + "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": 13321.82, + "sql_execution_elapsed_ms_total": 11.96, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/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_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..215cdaafaa56612abc35b7df89006837dcc9a6b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/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": "2026-05-19T15:41:44.412253+00:00", + "ended_at": "2026-05-19T15:41:57.734107+00:00", + "elapsed_ms": 13321.82, + "prompt_metrics": { + "chars": 6974, + "bytes_utf8": 6974, + "lines": 220, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 870, + "bytes_utf8": 870, + "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": 491, + "bytes_utf8": 491, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14126, + "cached_input_tokens": 12672, + "output_tokens": 475, + "reasoning_output_tokens": 339 + } + }, + "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_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..826c6444b5503bb5ce9749c24240c06daef2b817 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=attribute2, group_col_2=attribute3.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "attribute2", + "group_col_2": "attribute3", + "predicate_col": "attribute5", + "predicate_op": ">=", + "predicate_value": 46.0, + "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": 55.0, + "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..186cb96a3efc632e4544a608072711bfff00f1c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-7154-7af0-a06e-3e8547c4a455"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"attribute2\\\", \\\"attribute3\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute5\\\" AS REAL) >= 46.0\\nGROUP BY \\\"attribute2\\\", \\\"attribute3\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"attribute2\\\", group_col_2=\\\"attribute3\\\", and predicate on \\\"attribute5\\\" >= 46.0. Cast \\\"attribute5\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14126,"cached_input_tokens":12672,"output_tokens":475,"reasoning_output_tokens":339}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67142eef07bdc063e0de64606ee182e2b23ac049 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"attribute2\", \"attribute3\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nWHERE CAST(\"attribute5\" AS REAL) >= 46.0\nGROUP BY \"attribute2\", \"attribute3\"\nORDER BY \"row_count\" DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"attribute2\", group_col_2=\"attribute3\", and predicate on \"attribute5\" >= 46.0. Cast \"attribute5\" 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_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8ba2913d8fda50e9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a4cb7cc04c0ee358b89f1cf74fe03955eee635f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6746, "bytes_utf8": 6746, "lines": 216, "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": 6746, "bytes_utf8": 6746, "lines": 216, "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": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14042, "cached_input_tokens": 12032, "output_tokens": 232, "reasoning_output_tokens": 130}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4fadc932e6aec350ecd72269c5870e6b8b2ca38b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_8e8cf3a28250ec9a", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 12032, + "output_tokens": 232, + "total_tokens": 14274, + "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": 11010.52, + "sql_execution_elapsed_ms_total": 23.86, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/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_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee8f07bf35aef9dd5fd92f57d8ab6e431830e4a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/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": "2026-05-19T16:04:18.589734+00:00", + "ended_at": "2026-05-19T16:04:22.118021+00:00", + "elapsed_ms": 3528.22, + "returncode": 1, + "prompt_metrics": { + "chars": 6746, + "bytes_utf8": 6746, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..29f78415328d34edc16906f1611d099dcc9d2d0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/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": "2026-05-19T16:04:23.119567+00:00", + "ended_at": "2026-05-19T16:04:30.601897+00:00", + "elapsed_ms": 7482.3, + "prompt_metrics": { + "chars": 6746, + "bytes_utf8": 6746, + "lines": 216, + "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": 409, + "bytes_utf8": 409, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14042, + "cached_input_tokens": 12032, + "output_tokens": 232, + "reasoning_output_tokens": 130 + } + }, + "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_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63f9e9c81f864fd9c9781924cc13c183477983e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=attribute3, measure_col=attribute7.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute7", + "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": 41.0, + "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_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..63f9e9c81f864fd9c9781924cc13c183477983e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=attribute3, measure_col=attribute7.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute7", + "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": 41.0, + "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_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..abdaea4686b121637154729567518ccc447f6e5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-1b20-7163-a12f-e20fa63dc38d"} +{"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_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5daf54362eddab219efd69edc5a123a538177429 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-1b20-7163-a12f-e20fa63dc38d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. 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CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14042,"cached_input_tokens":12032,"output_tokens":232,"reasoning_output_tokens":130}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..312f7e27b99310da476a1296b7ad3b4176ea4cae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8e8cf3a28250ec9a/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"attribute3\",\n AVG(CAST(\"attribute7\" AS REAL)) OVER (PARTITION BY \"attribute3\") AS avg_measure\nFROM \"n17\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"attribute3\" and measure_col=\"attribute7\". 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a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b46ff515da2a5d81c3aa3a4bb534ebece32a037e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_8f97eb9e0eab23bb", + "api_calls": 0, + "input_tokens": 14042, + "cached_input_tokens": 12672, + "output_tokens": 514, + "total_tokens": 14556, + "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": 12761.47, + "sql_execution_elapsed_ms_total": 25.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/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_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e47ce6b5ea2b59bc29dc2c7103202dbee932e6a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/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": "2026-05-19T16:05:58.647663+00:00", + "ended_at": "2026-05-19T16:06:11.409159+00:00", + "elapsed_ms": 12761.47, + "prompt_metrics": { + "chars": 6747, + "bytes_utf8": 6747, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 876, + "bytes_utf8": 876, + "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": 511, + "bytes_utf8": 511, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14042, + "cached_input_tokens": 12672, + "output_tokens": 514, + "reasoning_output_tokens": 383 + } + }, + "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_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4728d0ce0e0137f2606f4852dc0685508cdedde0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=attribute8, measure_col=attribute3.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute8", + "measure_col": "attribute3", + "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": 86.0, + "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_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7594f73d3ea86f3a242eecab7ae8770113a81df8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-a1f8-72d1-99ec-ca90d93fb223"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"attribute8\\\",\\n AVG(CAST(\\\"attribute3\\\" AS REAL)) OVER (PARTITION BY \\\"attribute8\\\") AS avg_measure\\nFROM \\\"n17\\\"\\nWHERE \\\"attribute8\\\" IS NOT NULL\\n AND \\\"attribute3\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the Window Partition Average template with group_col=\\\"attribute8\\\" and measure_col=\\\"attribute3\\\". CAST to REAL ensures numeric averaging over TEXT-typed columns; NULLs are filtered for a stable grouped view.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14042,"cached_input_tokens":12672,"output_tokens":514,"reasoning_output_tokens":383}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b09c68736d679f1b6702a3e227b9152d650501b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"attribute8\",\n AVG(CAST(\"attribute3\" AS REAL)) OVER (PARTITION BY \"attribute8\") AS avg_measure\nFROM \"n17\"\nWHERE \"attribute8\" IS NOT NULL\n AND \"attribute3\" IS NOT NULL\nORDER BY avg_measure DESC;","notes":"Uses the Window Partition Average template with group_col=\"attribute8\" and measure_col=\"attribute3\". CAST to REAL ensures numeric averaging over TEXT-typed columns; NULLs are filtered for a stable grouped view."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_8f97eb9e0eab23bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54b403a7ab9f451f431566603bb82a7f88a682bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6647, "bytes_utf8": 6647, "lines": 214, "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": 6647, "bytes_utf8": 6647, "lines": 214, "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": 318, "bytes_utf8": 318, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14040, "cached_input_tokens": 12032, "output_tokens": 273, "reasoning_output_tokens": 182}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..85a9ba38b0cf661ae60f1c5118d75f1c7d23eed7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_919e6165cebd188d", + "api_calls": 0, + "input_tokens": 14040, + "cached_input_tokens": 12032, + "output_tokens": 273, + "total_tokens": 14313, + "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": 11911.1, + "sql_execution_elapsed_ms_total": 10.73, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/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_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6a090b508100c995b9ccb25cb0d9623489b3f18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/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": "2026-05-19T16:01:56.081025+00:00", + "ended_at": "2026-05-19T16:01:59.098352+00:00", + "elapsed_ms": 3017.29, + "returncode": 1, + "prompt_metrics": { + "chars": 6647, + "bytes_utf8": 6647, + "lines": 214, + "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_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7694ea32be3dc7edcb96320374c6af43526d41a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/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": "2026-05-19T16:02:00.100905+00:00", + "ended_at": "2026-05-19T16:02:08.994774+00:00", + "elapsed_ms": 8893.81, + "prompt_metrics": { + "chars": 6647, + "bytes_utf8": 6647, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 671, + "bytes_utf8": 671, + "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": 318, + "bytes_utf8": 318, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14040, + "cached_input_tokens": 12032, + "output_tokens": 273, + "reasoning_output_tokens": 182 + } + }, + "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_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bfa842b4d2b0dfefb3882c32c5153f16f86e9a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=attribute3.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute3", + "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": 6.0, + "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_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bfa842b4d2b0dfefb3882c32c5153f16f86e9a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=attribute3.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute3", + "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": 6.0, + "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_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..06cf6ab0b6e63b89c330abe3ad6a3f000c4c1b3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-ee78-70c3-86d0-91a97fc3fb0f"} +{"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_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5fe01644e0b7a4ed2cee9712deea89033050409 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-ee78-70c3-86d0-91a97fc3fb0f"} +{"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_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cec135c27f3860c846e363c003ef21879e975cb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-fe3d-7843-b68a-e017f25563b4"} +{"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 \\\"attribute3\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\"\\nORDER BY support ASC, \\\"attribute3\\\"\\nLIMIT 17;\",\"notes\":\"Uses the specified Low-Support Group Count template with group_col bound to \\\"attribute3\\\" and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14040,"cached_input_tokens":12032,"output_tokens":273,"reasoning_output_tokens":182}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ec0db9e6f9ca06e34bb13837f53ca2a306d72dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute3\",\n COUNT(*) AS support\nFROM \"n17\"\nGROUP BY \"attribute3\"\nORDER BY support ASC, \"attribute3\"\nLIMIT 17;","notes":"Uses the specified Low-Support Group Count template with group_col bound to \"attribute3\" and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_919e6165cebd188d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2aeb15b2e06a7ccc78ed1ad78f60b8107cad0c0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6566, "bytes_utf8": 6566, "lines": 214, "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": 296, "bytes_utf8": 296, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14004, "cached_input_tokens": 12032, "output_tokens": 330, "reasoning_output_tokens": 247}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..de2c8e1e3a75aa5b022ffd047a155341dd8bc664 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_91f8c938098bfb72", + "api_calls": 0, + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 330, + "total_tokens": 14334, + "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": 10920.6, + "sql_execution_elapsed_ms_total": 9.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/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_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..40d64b3a39fd16c8be50465efcd22244f179ab9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/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": "2026-05-19T15:32:17.251178+00:00", + "ended_at": "2026-05-19T15:32:28.171803+00:00", + "elapsed_ms": 10920.6, + "prompt_metrics": { + "chars": 6566, + "bytes_utf8": 6566, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 654, + "bytes_utf8": 654, + "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": 296, + "bytes_utf8": 296, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14004, + "cached_input_tokens": 12032, + "output_tokens": 330, + "reasoning_output_tokens": 247 + } + }, + "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_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba48de9636c7aff2aa0407ec3c1bdfb4b5fc5524 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=attribute5.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "attribute5", + "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": 6.0, + "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_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6d966473abb5fd65d2690e995ce1050927a8b93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-c9fc-7270-8562-427ee074c525"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"attribute5\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the Grouped Count by Category template with group_col bound to \\\"attribute5\\\" on the single table \\\"n17\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14004,"cached_input_tokens":12032,"output_tokens":330,"reasoning_output_tokens":247}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73e878a789fc175cca465acbd7ff991fc7bdc26e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"attribute5\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nGROUP BY \"attribute5\"\nORDER BY \"row_count\" DESC;","notes":"Applied the Grouped Count by Category template with group_col bound to \"attribute5\" on the single table \"n17\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_91f8c938098bfb72/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0a3ee2c25d62ac403330306a0debb15043dbd62d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/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": "2026-05-19T15:57:18.674216+00:00", + "ended_at": "2026-05-19T15:57:22.533698+00:00", + "elapsed_ms": 3859.46, + "returncode": 1, + "prompt_metrics": { + "chars": 6887, + "bytes_utf8": 6887, + "lines": 219, + "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_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..570b1cfce9250641ebc4d18b6f6aea9d35e00fcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/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": "2026-05-19T15:57:23.536171+00:00", + "ended_at": "2026-05-19T15:57:26.598840+00:00", + "elapsed_ms": 3062.62, + "returncode": 1, + "prompt_metrics": { + "chars": 6887, + "bytes_utf8": 6887, + "lines": 219, + "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_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ec8b73d5b6a62656c6596800df5ebc8bb3ad685 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=attribute8, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute8", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 60.0, + "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_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ec8b73d5b6a62656c6596800df5ebc8bb3ad685 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=attribute8, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "attribute8", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 60.0, + "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_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9826f58021411cead57a153af00323237c8f64a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-b2fb-74d3-9761-900d9aa4ba13"} +{"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_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6416fd3b5bdf7752ed690092c422b945b7404175 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-b2fb-74d3-9761-900d9aa4ba13"} +{"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_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09cd1d6ad115fe81ce9912d1a522f789825681a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-c5d9-7430-9896-52f0303cccae"} +{"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_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0537d80135c9b84becb29cf115f8710c871ebc12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-c5d9-7430-9896-52f0303cccae"} +{"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_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_922cf064c2d79866/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fda5efae34c2d24e82f909d1a9ba39b2a46bb32b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6646, "bytes_utf8": 6646, "lines": 214, "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": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14039, "cached_input_tokens": 12032, "output_tokens": 222, "reasoning_output_tokens": 124}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..66efef9930abe6434ca057006474780086cc7409 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_a055953ff2cb84aa", + "api_calls": 0, + "input_tokens": 14039, + "cached_input_tokens": 12032, + "output_tokens": 222, + "total_tokens": 14261, + "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": 8434.06, + "sql_execution_elapsed_ms_total": 14.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/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_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..81c6f83976349cadcc64bb191395513d60789fc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/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": "2026-05-19T16:03:09.365048+00:00", + "ended_at": "2026-05-19T16:03:17.799153+00:00", + "elapsed_ms": 8434.06, + "prompt_metrics": { + "chars": 6646, + "bytes_utf8": 6646, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 712, + "bytes_utf8": 712, + "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": 14039, + "cached_input_tokens": 12032, + "output_tokens": 222, + "reasoning_output_tokens": 124 + } + }, + "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_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..228ad48993561d73c5efcc6410fd3bcba702b146 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute6.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute6", + "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": 14.0, + "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_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..07d5f01b88e7321d90ad00c294f5c7d3671f44b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-0ce6-7b82-b790-cbac32070f5e"} +{"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 \\\"attribute6\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute6\\\"\\nORDER BY support ASC, \\\"attribute6\\\"\\nLIMIT 10;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"attribute6\\\" and top_k=10 to return the least-supported attribute6 groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14039,"cached_input_tokens":12032,"output_tokens":222,"reasoning_output_tokens":124}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8a3d29d9e5df0091b4f94aa4b6e3d02ed7b7eb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute6\",\n COUNT(*) AS support\nFROM \"n17\"\nGROUP BY \"attribute6\"\nORDER BY support ASC, \"attribute6\"\nLIMIT 10;","notes":"Applied the Low-Support Group Count template with group_col bound to \"attribute6\" and top_k=10 to return the least-supported attribute6 groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a055953ff2cb84aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7aa8a89f26bceca76c4186ea2d83ccfe0936e712 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6974, "bytes_utf8": 6974, "lines": 220, "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": 531, "bytes_utf8": 531, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14126, "cached_input_tokens": 12672, "output_tokens": 655, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0ab21c16af34e30ff29fd2daab0baaa868086939 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_a12c495c9cf40786", + "api_calls": 0, + "input_tokens": 14126, + "cached_input_tokens": 12672, + "output_tokens": 655, + "total_tokens": 14781, + "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": 15338.19, + "sql_execution_elapsed_ms_total": 10.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/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_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48e1479f96b80030fab3cb7c2ce9cffd500b7d01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/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": "2026-05-19T15:42:14.270978+00:00", + "ended_at": "2026-05-19T15:42:29.609212+00:00", + "elapsed_ms": 15338.19, + "prompt_metrics": { + "chars": 6974, + "bytes_utf8": 6974, + "lines": 220, + "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": 531, + "bytes_utf8": 531, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14126, + "cached_input_tokens": 12672, + "output_tokens": 655, + "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_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b62e7804a7629ae41b58e03d1efca0f4e1028a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=attribute2, group_col_2=attribute5.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "attribute2", + "group_col_2": "attribute5", + "predicate_col": "attribute7", + "predicate_op": ">=", + "predicate_value": 42.0, + "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": 89.0, + "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28e5de869c687dbeee411a95c653859d23801bc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-e5ef-7732-94b2-dd128b8bd8a3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"attribute2\\\", \\\"attribute5\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute7\\\" AS REAL) >= 42.0\\nGROUP BY \\\"attribute2\\\", \\\"attribute5\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with \\\"attribute2\\\" and \\\"attribute5\\\" as the grouping columns and \\\"attribute7\\\" >= 42.0 as the filter. The predicate column is cast to REAL because the schema stores these numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14126,"cached_input_tokens":12672,"output_tokens":655,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ba3e4c3c88b2aa680a21732802d1ed1e4ee0a78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"attribute2\", \"attribute5\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nWHERE CAST(\"attribute7\" AS REAL) >= 42.0\nGROUP BY \"attribute2\", \"attribute5\"\nORDER BY \"row_count\" DESC;","notes":"Used the provided filtered two-dimensional group count template with \"attribute2\" and \"attribute5\" as the grouping columns and \"attribute7\" >= 42.0 as the filter. The predicate column is cast to REAL because the schema stores these numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a12c495c9cf40786/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29ee1227b131737755394385d3b463af7ef92d2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7456, "bytes_utf8": 7456, "lines": 219, "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": 628, "bytes_utf8": 628, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14238, "cached_input_tokens": 12032, "output_tokens": 651, "reasoning_output_tokens": 476}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..19341d9c80e38e44d8b3d40a0e03c7216e15b52a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_a6d42a0426bcacc6", + "api_calls": 0, + "input_tokens": 14238, + "cached_input_tokens": 12032, + "output_tokens": 651, + "total_tokens": 14889, + "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": 11800.52, + "sql_execution_elapsed_ms_total": 6.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/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_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b14a66291907c28f3daf250f6d5841573316a9c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/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": "2026-05-19T15:40:05.699520+00:00", + "ended_at": "2026-05-19T15:40:17.500078+00:00", + "elapsed_ms": 11800.52, + "prompt_metrics": { + "chars": 7456, + "bytes_utf8": 7456, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 993, + "bytes_utf8": 993, + "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": 628, + "bytes_utf8": 628, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14238, + "cached_input_tokens": 12032, + "output_tokens": 651, + "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_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3abf9a0f9e8e25c1e5647fa4559d83f78b858048 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=attribute4, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "attribute4", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 60.0, + "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_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6f2a7fc625e199585ff80503619c211c7a1603f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-efe7-79c3-9e9c-6070287e28ce"} +{"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 \\\"attribute4\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute4\\\"\\n)\\nSELECT \\\"attribute4\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes, for each \\\"attribute4\\\" value, the ratio of rows with class '1' to rows with class '4' using the required grouped ratio template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14238,"cached_input_tokens":12032,"output_tokens":651,"reasoning_output_tokens":476}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c077396889cb443e8f1b65b4219c94c082b6019 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"attribute4\",\n SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n17\"\n GROUP BY \"attribute4\"\n)\nSELECT \"attribute4\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Computes, for each \"attribute4\" value, the ratio of rows with class '1' to rows with class '4' using the required grouped ratio template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a6d42a0426bcacc6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..672b2d33cbf49580e51fd48ef778a2700ccd50fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6661, "bytes_utf8": 6661, "lines": 216, "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": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 387, "reasoning_output_tokens": 281}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..da01fba78d380b9fdf3be31a0692597e38383f13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_a769e38dfb4c6bfd", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 387, + "total_tokens": 14418, + "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": 28866.89, + "sql_execution_elapsed_ms_total": 8.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/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_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cdbed443ea3bef5f383c4c64035fe9acefa59336 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/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": "2026-05-19T15:30:30.624162+00:00", + "ended_at": "2026-05-19T15:30:59.491083+00:00", + "elapsed_ms": 28866.89, + "prompt_metrics": { + "chars": 6661, + "bytes_utf8": 6661, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2104, + "bytes_utf8": 2104, + "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": 412, + "bytes_utf8": 412, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 387, + "reasoning_output_tokens": 281 + } + }, + "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_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83a0b2f242538d8e52fe1f4db17d129ff134234d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute7, measure_col=attribute7.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute7", + "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": 42.0, + "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_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d49945270ed5ac19438910af188c7798541204e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40dc-297b-7b51-bdef-260d28f8095a"} +{"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 1991611, Requested 14666. Please try again in 188ms. 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 14666. Please try again in 439ms. 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 1986123, Requested 14666. Please try again in 23ms. 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 1986336, Requested 14666. Please try again in 30ms. 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 \\\"attribute7\\\", SUM(CAST(\\\"attribute7\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute7\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"attribute7\\\" and measure_col=\\\"attribute7\\\". CAST to INTEGER is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":12032,"output_tokens":387,"reasoning_output_tokens":281}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c49fd319051972ce57504c83244f3aa58fc3dc11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"attribute7\", SUM(CAST(\"attribute7\" AS INTEGER)) AS \"total_measure\"\nFROM \"n17\"\nGROUP BY \"attribute7\"\nORDER BY \"total_measure\" DESC;","notes":"Used the required Grouped Numeric Sum template with group_col=\"attribute7\" and measure_col=\"attribute7\". CAST to INTEGER 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_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a769e38dfb4c6bfd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..74a4447dab02596c3a532badda4fac6434ff41a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/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": "2026-05-19T15:55:20.319878+00:00", + "ended_at": "2026-05-19T15:55:23.622184+00:00", + "elapsed_ms": 3302.27, + "returncode": 1, + "prompt_metrics": { + "chars": 6837, + "bytes_utf8": 6837, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..91da1f92b01ddf82890fc97d423030efb15e62a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/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": "2026-05-19T15:55:24.624744+00:00", + "ended_at": "2026-05-19T15:55:28.161491+00:00", + "elapsed_ms": 3536.7, + "returncode": 1, + "prompt_metrics": { + "chars": 6837, + "bytes_utf8": 6837, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0506dee9d1263cf0886aab35eac11ecf70aa5a5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=attribute2, measure_col=attribute2.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute2", + "measure_col": "attribute2", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0506dee9d1263cf0886aab35eac11ecf70aa5a5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=attribute2, measure_col=attribute2.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute2", + "measure_col": "attribute2", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b109f1d316f146041a38b306629c5b6c52fb5b54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-e4b6-7f32-81d4-e54714b3effe"} +{"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_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31b03f9190272296f1c20592a8eae7c69787a288 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-e4b6-7f32-81d4-e54714b3effe"} +{"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_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cf4ac7d08152ce24f76cb576925bcd8092cb1bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-f578-7353-a318-b499724aa561"} +{"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_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e82bada9d415c1ab65f9141c864660fcb1fdacb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-f578-7353-a318-b499724aa561"} +{"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_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7c78119520c13ba/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c103ab6ab572c9ff6292feaeb186f65c54d8e245 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/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": 218, "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": 14149, "cached_input_tokens": 13696, "output_tokens": 689, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e3ae9a4fc5b1f7aabf7bcf36d76b4c6fcd132571 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_a7e45bfd91290fab", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 13696, + "output_tokens": 689, + "total_tokens": 14838, + "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": 15936.54, + "sql_execution_elapsed_ms_total": 14.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/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_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..82050332f1efd5d866baefe97dafafef4b36684f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/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": "2026-05-19T15:34:34.755093+00:00", + "ended_at": "2026-05-19T15:34:50.691650+00:00", + "elapsed_ms": 15936.54, + "prompt_metrics": { + "chars": 7067, + "bytes_utf8": 7067, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1004, + "bytes_utf8": 1004, + "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": 14149, + "cached_input_tokens": 13696, + "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_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2d206e68352e50728fa58e7e3df62f0b1215c24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute7, measure_col=attribute9.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute9", + "item_col": "time", + "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": 14.0, + "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_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a1c5c5757a0a5e367801a1188b6ecb379f1c360 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-e32b-72c2-b37d-16ebc3747b5e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"attribute7\\\",\\n \\\"time\\\",\\n SUM(CAST(\\\"attribute9\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"attribute9\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute9\\\" AS REAL))) OVER (PARTITION BY \\\"attribute7\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute7\\\", \\\"time\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 11;\",\"notes\":\"Applied the planned template with group_col=\\\"attribute7\\\", item_col=\\\"time\\\", and measure_col=\\\"attribute9\\\". Cast \\\"attribute9\\\" to REAL because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14149,"cached_input_tokens":13696,"output_tokens":689,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7330ae712327d7a9eee0f0c8ab25aec60146703e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"attribute7\",\n \"time\",\n SUM(CAST(\"attribute9\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"attribute9\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute9\" AS REAL))) OVER (PARTITION BY \"attribute7\") AS \"share_within_group\"\nFROM \"n17\"\nGROUP BY \"attribute7\", \"time\"\nORDER BY \"share_within_group\" DESC\nLIMIT 11;","notes":"Applied the planned template with group_col=\"attribute7\", item_col=\"time\", and measure_col=\"attribute9\". Cast \"attribute9\" to REAL 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_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a7e45bfd91290fab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..64f6a6193086942fab8151b5603ec9f8a01c7622 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/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": "2026-05-19T15:58:17.882227+00:00", + "ended_at": "2026-05-19T15:58:21.276627+00:00", + "elapsed_ms": 3394.37, + "returncode": 1, + "prompt_metrics": { + "chars": 6888, + "bytes_utf8": 6888, + "lines": 219, + "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_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..65b762cba02f14dc88c3d61d99f3a7f57acd065c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/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": "2026-05-19T15:58:22.278806+00:00", + "ended_at": "2026-05-19T15:58:25.737507+00:00", + "elapsed_ms": 3458.66, + "returncode": 1, + "prompt_metrics": { + "chars": 6888, + "bytes_utf8": 6888, + "lines": 219, + "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_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..011e992c2e2ead0305bd40b361cb24cd3d25bac1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=time, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "time", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..011e992c2e2ead0305bd40b361cb24cd3d25bac1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=time, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "time", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fe66317ad608f36c9817a63bfa8ba89bdb8db54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-9a35-7240-aa78-eee7f0ff5cf2"} +{"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_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aebca83686f8106fdefafac84e829c15f0888504 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-9a35-7240-aa78-eee7f0ff5cf2"} +{"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_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7a08b2935d716a1e9e12f922c938dc915aa7493 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-ab3f-7ba2-9cec-c94c41350b99"} +{"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_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..73095f2694f4502a4cb37742af483118268dc858 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-ab3f-7ba2-9cec-c94c41350b99"} +{"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_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_a9ff7ec77693537b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7321456509d57d9b7d71f11a868c0e2b23974dc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/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": "2026-05-19T16:06:27.136826+00:00", + "ended_at": "2026-05-19T16:06:30.064865+00:00", + "elapsed_ms": 2928.0, + "returncode": 1, + "prompt_metrics": { + "chars": 6732, + "bytes_utf8": 6732, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..edb90d6c5e386dd7f6bf08c957a585ca23aab639 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/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": "2026-05-19T16:06:31.066759+00:00", + "ended_at": "2026-05-19T16:06:34.016610+00:00", + "elapsed_ms": 2949.8, + "returncode": 1, + "prompt_metrics": { + "chars": 6732, + "bytes_utf8": 6732, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8514be8823eed94624b880545c0717a6555e711a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=class, measure_col=attribute5.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "class", + "measure_col": "attribute5", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8514be8823eed94624b880545c0717a6555e711a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=class, measure_col=attribute5.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "class", + "measure_col": "attribute5", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..50afd67d0f839e0166072e33ffe4c175d8ff67b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-1136-7140-8956-705b54cddaea"} +{"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_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0490f402499dc7d2d18f0e0fb97600aacf747e1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-1136-7140-8956-705b54cddaea"} +{"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_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eee86cd7fa6c4fd100f1a9d605bee859d3aed15a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-209d-73f2-ae73-3d6b7788d5cf"} +{"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_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a1c504157b06edb76daeab99aefd07c441e7df3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-209d-73f2-ae73-3d6b7788d5cf"} +{"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_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_aab65eb81d7b906c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..850d85d97b6e0476d92e7138fb543302c4a88ec1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7215, "bytes_utf8": 7215, "lines": 216, "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": 767, "bytes_utf8": 767, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14169, "cached_input_tokens": 12672, "output_tokens": 714, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..772b6ba53286feb4fac0b84909cfe27a3aba1c3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_b008dbc0922a0da9", + "api_calls": 0, + "input_tokens": 14169, + "cached_input_tokens": 12672, + "output_tokens": 714, + "total_tokens": 14883, + "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": 18646.74, + "sql_execution_elapsed_ms_total": 6.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/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_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ad1f9a7dbae2c400c4ea293270cd66affbe0c007 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/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": "2026-05-19T15:45:06.381713+00:00", + "ended_at": "2026-05-19T15:45:25.028486+00:00", + "elapsed_ms": 18646.74, + "prompt_metrics": { + "chars": 7215, + "bytes_utf8": 7215, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1483, + "bytes_utf8": 1483, + "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": 767, + "bytes_utf8": 767, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14169, + "cached_input_tokens": 12672, + "output_tokens": 714, + "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_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc03f5f3cb341b30d9e11085ddfe56fb038de66d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=attribute4, measure_col=attribute2.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute4", + "measure_col": "attribute2", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10b2f013c39ece40e88687342fde0ba62f90a20e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e9-866e-7012-a96a-5e99b71a91bf"} +{"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 14804. Please try again in 444ms. 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\\n \\\"attribute4\\\",\\n SUM(CAST(\\\"attribute2\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n WHERE \\\"attribute4\\\" IS NOT NULL\\n AND \\\"attribute2\\\" IS NOT NULL\\n GROUP BY \\\"attribute4\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute4\\\", 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 planned Relative-to-Total Extreme Threshold template with group_col=\\\"attribute4\\\" and measure_col=\\\"attribute2\\\". CAST(\\\"attribute2\\\" AS REAL) is used because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14169,"cached_input_tokens":12672,"output_tokens":714,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6feca18ed0e062a370e1a362cd2984081c42e8e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"attribute4\",\n SUM(CAST(\"attribute2\" AS REAL)) AS group_value\n FROM \"n17\"\n WHERE \"attribute4\" IS NOT NULL\n AND \"attribute2\" IS NOT NULL\n GROUP BY \"attribute4\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"attribute4\", 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 planned Relative-to-Total Extreme Threshold template with group_col=\"attribute4\" and measure_col=\"attribute2\". CAST(\"attribute2\" AS REAL) is used because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b008dbc0922a0da9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c47290a0b105991f78feee09aa5eef5aa965ce15 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7445, "bytes_utf8": 7445, "lines": 219, "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": 641, "bytes_utf8": 641, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14235, "cached_input_tokens": 12672, "output_tokens": 482, "reasoning_output_tokens": 295}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2897fed2acf7cdc88cc9a2c82dc5ee27c009aad2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_b5378a06fb229d80", + "api_calls": 0, + "input_tokens": 14235, + "cached_input_tokens": 12672, + "output_tokens": 482, + "total_tokens": 14717, + "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": 10723.88, + "sql_execution_elapsed_ms_total": 8.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/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_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..974ca82e69c6e33f61f7269cc19ac6263f75da5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/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": "2026-05-19T15:39:33.705331+00:00", + "ended_at": "2026-05-19T15:39:44.429255+00:00", + "elapsed_ms": 10723.88, + "prompt_metrics": { + "chars": 7445, + "bytes_utf8": 7445, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1008, + "bytes_utf8": 1008, + "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": 641, + "bytes_utf8": 641, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14235, + "cached_input_tokens": 12672, + "output_tokens": 482, + "reasoning_output_tokens": 295 + } + }, + "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_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3abe272f5ede0e19aa61a64670c51b133a8e3ef6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=time, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "time", + "condition_col": "class", + "condition_value": "1", + "positive_value": "1", + "negative_value": "4", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf499208e0682730e33e9dcdcc9c449f31e3fbf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-72d3-7f92-ac9d-f9131345b857"} +{"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\\n \\\"time\\\",\\n SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n17\\\"\\n GROUP BY \\\"time\\\"\\n)\\nSELECT\\n \\\"time\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Computes, for each \\\"time\\\" group, the ratio of rows with class '1' to rows with class '4'. Uses NULLIF to avoid division by zero when a group has no class '4' rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14235,"cached_input_tokens":12672,"output_tokens":482,"reasoning_output_tokens":295}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16d6613587f8e5979df1e19a2e3ed0b019ac01f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"time\",\n SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n17\"\n GROUP BY \"time\"\n)\nSELECT\n \"time\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Computes, for each \"time\" group, the ratio of rows with class '1' to rows with class '4'. Uses NULLIF to avoid division by zero when a group has no class '4' rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5378a06fb229d80/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fece06d2131fb8246cd2dfb2895892d2db584ec7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/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": "2026-05-19T16:06:11.439495+00:00", + "ended_at": "2026-05-19T16:06:14.584330+00:00", + "elapsed_ms": 3144.8, + "returncode": 1, + "prompt_metrics": { + "chars": 6746, + "bytes_utf8": 6746, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..30707fe44bc652167c2dca94a8d87148537c6a9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/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": "2026-05-19T16:06:15.587454+00:00", + "ended_at": "2026-05-19T16:06:19.264652+00:00", + "elapsed_ms": 3677.15, + "returncode": 1, + "prompt_metrics": { + "chars": 6746, + "bytes_utf8": 6746, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86ae79382a3e57baab43002dd52d65dce24f3764 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=attribute9, measure_col=attribute4.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute4", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..86ae79382a3e57baab43002dd52d65dce24f3764 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=attribute9, measure_col=attribute4.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute4", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1956a630587287973279bbfdbb98acdb5b57225a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-d41b-7ab3-b13c-a596b757f7c6"} +{"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_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89342d7ccf706286877129675ae1f6df4ba0651e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-d41b-7ab3-b13c-a596b757f7c6"} +{"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_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7664f864dcb8731a8770195a69d4f4c18729672 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-e41f-7000-9bf8-6630bb04111e"} +{"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_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d99b8ad88c85b00ba755e3354d731692d7302b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-e41f-7000-9bf8-6630bb04111e"} +{"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_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b5b421c534f3841e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eef707a8107ed38d5a7d7e341e8cb5db062728c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7056, "bytes_utf8": 7056, "lines": 218, "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": 589, "bytes_utf8": 589, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14146, "cached_input_tokens": 12672, "output_tokens": 666, "reasoning_output_tokens": 498}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4f27ff54399b54390fb5705a57b1d3ca84433332 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_b731ab8471a9b445", + "api_calls": 0, + "input_tokens": 14146, + "cached_input_tokens": 12672, + "output_tokens": 666, + "total_tokens": 14812, + "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": 14596.44, + "sql_execution_elapsed_ms_total": 30.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/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_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b3db50f3e5aeee523f64a96480c27ea1700f16c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/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": "2026-05-19T15:35:03.498376+00:00", + "ended_at": "2026-05-19T15:35:18.094860+00:00", + "elapsed_ms": 14596.44, + "prompt_metrics": { + "chars": 7056, + "bytes_utf8": 7056, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 975, + "bytes_utf8": 975, + "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": 589, + "bytes_utf8": 589, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14146, + "cached_input_tokens": 12672, + "output_tokens": 666, + "reasoning_output_tokens": 498 + } + }, + "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_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09301f35a49827fd8fdf49affaa90dce95ed3ed2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute8, measure_col=time.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute8", + "measure_col": "time", + "item_col": "attribute2", + "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": 55.0, + "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_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2ab4bc0aa21ed976b45d831888e5d4d84f3e447 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-535e-7341-aa57-a4350b80ba5e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"attribute8\\\",\\n \\\"attribute2\\\",\\n SUM(CAST(\\\"time\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"time\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"time\\\" AS REAL))) OVER (PARTITION BY \\\"attribute8\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\", \\\"attribute2\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with bound roles: group_col=\\\"attribute8\\\", item_col=\\\"attribute2\\\", measure_col=\\\"time\\\". Cast \\\"time\\\" from TEXT to REAL so SQLite aggregates it numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14146,"cached_input_tokens":12672,"output_tokens":666,"reasoning_output_tokens":498}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69fe3b290bbcf43e02d2b5d056eba702b35760a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"attribute8\",\n \"attribute2\",\n SUM(CAST(\"time\" AS REAL)) AS total_measure,\n SUM(CAST(\"time\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"time\" AS REAL))) OVER (PARTITION BY \"attribute8\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute8\", \"attribute2\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with bound roles: group_col=\"attribute8\", item_col=\"attribute2\", measure_col=\"time\". Cast \"time\" from TEXT to REAL so SQLite aggregates it numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_b731ab8471a9b445/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d7cfc571bd33bbd8fa65dc373704737056fc3565 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/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": "2026-05-19T16:06:41.149374+00:00", + "ended_at": "2026-05-19T16:06:44.207941+00:00", + "elapsed_ms": 3058.54, + "returncode": 1, + "prompt_metrics": { + "chars": 6734, + "bytes_utf8": 6734, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b86c421c685428398e6623e1817b549f2e428d72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/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": "2026-05-19T16:06:45.210609+00:00", + "ended_at": "2026-05-19T16:06:47.940543+00:00", + "elapsed_ms": 2729.89, + "returncode": 1, + "prompt_metrics": { + "chars": 6734, + "bytes_utf8": 6734, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d30f90fa308bfa4f2da9b3176dedd45c2710922 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=time, measure_col=attribute6.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "time", + "measure_col": "attribute6", + "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": 6.0, + "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_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d30f90fa308bfa4f2da9b3176dedd45c2710922 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=time, measure_col=attribute6.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "time", + "measure_col": "attribute6", + "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": 6.0, + "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_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd8bcc89df28f1031c46d3687e279e9ecee8c6bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4803-7e12-8d55-b91c88a38c2f"} +{"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_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6294dd52307b08f2849b2e9394a6b87f87f73e9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-4803-7e12-8d55-b91c88a38c2f"} +{"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_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb7651a4ad026856bbc03f395b441d13811f6afb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-57d6-7923-8342-a8b7f3e7955e"} +{"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_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ce3f09ffc81ee56c92ccd526ad823f413834908 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-57d6-7923-8342-a8b7f3e7955e"} +{"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_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ba59f5699b6cb757/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e135655a3c43abf1ee9ebc27cb6b32a4563006f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/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": "2026-05-19T16:00:04.168369+00:00", + "ended_at": "2026-05-19T16:00:08.399319+00:00", + "elapsed_ms": 4230.92, + "returncode": 1, + "prompt_metrics": { + "chars": 6592, + "bytes_utf8": 6592, + "lines": 214, + "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_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20ada71fabfe1cb1fb92a2238a36106d23b80bc2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/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": "2026-05-19T16:00:09.401513+00:00", + "ended_at": "2026-05-19T16:00:12.521476+00:00", + "elapsed_ms": 3119.91, + "returncode": 1, + "prompt_metrics": { + "chars": 6592, + "bytes_utf8": 6592, + "lines": 214, + "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_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbf1b15d40ee337daf89d08b16894c5169daa33f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute4.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "attribute4", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbf1b15d40ee337daf89d08b16894c5169daa33f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute4.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "attribute4", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..50290c99c7d0db13466e09a636a27157e212cf52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-394f-7122-94be-1e83f3d530df"} +{"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_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ea8acbacc7b1790588eed6ccd1534d03dad1c9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-394f-7122-94be-1e83f3d530df"} +{"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_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78cb0fed2ffae9a88d01ba4be4a82187fb0e5fef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-4dac-7100-8d63-cc831a8b0886"} +{"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_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..32c76d9d62f232aed0ec30975629368bd9b01060 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-4dac-7100-8d63-cc831a8b0886"} +{"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_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bcbe57b16b85b1f8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e9f7737e403aff2b0936b47f76b3473e5499391 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6827, "bytes_utf8": 6827, "lines": 214, "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": 14084, "cached_input_tokens": 12672, "output_tokens": 663, "reasoning_output_tokens": 508}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f5847a4392e80287652d93434ee52ea0cd28c00a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_bd5836417a5d1106", + "api_calls": 0, + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 663, + "total_tokens": 14747, + "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": 16322.67, + "sql_execution_elapsed_ms_total": 25.33, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/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_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d03567c8e42dccc227b4c8d4b8372f361fcbeda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/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": "2026-05-19T15:43:43.652947+00:00", + "ended_at": "2026-05-19T15:43:59.975642+00:00", + "elapsed_ms": 16322.67, + "prompt_metrics": { + "chars": 6827, + "bytes_utf8": 6827, + "lines": 214, + "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": 14084, + "cached_input_tokens": 12672, + "output_tokens": 663, + "reasoning_output_tokens": 508 + } + }, + "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_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57a3a9973024b7e23ab4b753574d48400d173058 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute3.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "attribute3", + "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": 89.0, + "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_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a77c96c0f242b04abebbaf8e85e31d79a487dbb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-4331-7273-a4ad-b17e27995166"} +{"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\\n CAST(\\\"attribute3\\\" AS INTEGER) AS \\\"attribute3\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute3\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute3\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"attribute3\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"attribute3\\\" and num_tiles=10. CAST is used because the source column is stored as TEXT in SQLite but represents numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14084,"cached_input_tokens":12672,"output_tokens":663,"reasoning_output_tokens":508}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60e64008bd9216d05bb28d095d78af16f08a1d22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n CAST(\"attribute3\" AS INTEGER) AS \"attribute3\",\n NTILE(10) OVER (ORDER BY CAST(\"attribute3\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"n17\"\n)\nSELECT \"attribute3\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"attribute3\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"attribute3\" and num_tiles=10. CAST is used because the source column is stored as TEXT in SQLite but represents numeric values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_bd5836417a5d1106/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46fc59142cc3565872102d70973000f69b6cab3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6950, "bytes_utf8": 6950, "lines": 220, "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": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14121, "cached_input_tokens": 13696, "output_tokens": 531, "reasoning_output_tokens": 406}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..79835f7a4ec8f41478e21c6632a1c75004e0d7ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c21b3a16f0b013a6", + "api_calls": 0, + "input_tokens": 14121, + "cached_input_tokens": 13696, + "output_tokens": 531, + "total_tokens": 14652, + "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": 14652.82, + "sql_execution_elapsed_ms_total": 8.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/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_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ffe274cdf2fe740fb29f76704aa4b310eb220e25 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/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": "2026-05-19T15:41:29.746748+00:00", + "ended_at": "2026-05-19T15:41:44.399603+00:00", + "elapsed_ms": 14652.82, + "prompt_metrics": { + "chars": 6950, + "bytes_utf8": 6950, + "lines": 220, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 827, + "bytes_utf8": 827, + "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": 456, + "bytes_utf8": 456, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14121, + "cached_input_tokens": 13696, + "output_tokens": 531, + "reasoning_output_tokens": 406 + } + }, + "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_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4c1484f1391c8ce5dab4bf20f321d2df4c6cb8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=time, group_col_2=class.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "time", + "group_col_2": "class", + "predicate_col": "attribute4", + "predicate_op": ">=", + "predicate_value": 0.0, + "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": 14.0, + "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20d363974a98addaf31c7e74b4e0c45e080cb52e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-380f-7413-8bec-2902ca8f3f52"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"time\\\", \\\"class\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute4\\\" AS REAL) >= 0.0\\nGROUP BY \\\"time\\\", \\\"class\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with group_col=\\\"time\\\", group_col_2=\\\"class\\\", and predicate attribute4 >= 0.0. CAST is applied because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14121,"cached_input_tokens":13696,"output_tokens":531,"reasoning_output_tokens":406}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f879bd49a179fb9bdd8f5b4b2f87cf6c565a913b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"time\", \"class\", COUNT(*) AS \"row_count\"\nFROM \"n17\"\nWHERE CAST(\"attribute4\" AS REAL) >= 0.0\nGROUP BY \"time\", \"class\"\nORDER BY \"row_count\" DESC;","notes":"Uses the planned filtered two-dimensional group count template with group_col=\"time\", group_col_2=\"class\", and predicate attribute4 >= 0.0. CAST is applied 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_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c21b3a16f0b013a6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b82c7d06e1546f8175caed87a3e570f66cc8b634 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/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": "2026-05-19T16:06:34.021543+00:00", + "ended_at": "2026-05-19T16:06:37.078272+00:00", + "elapsed_ms": 3056.69, + "returncode": 1, + "prompt_metrics": { + "chars": 6737, + "bytes_utf8": 6737, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d073c1f36a69e2b528988b92cb538e811b8ac4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/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": "2026-05-19T16:06:38.079787+00:00", + "ended_at": "2026-05-19T16:06:41.146474+00:00", + "elapsed_ms": 3066.65, + "returncode": 1, + "prompt_metrics": { + "chars": 6737, + "bytes_utf8": 6737, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..084ce0633643131f1c43662c0d21a68778b6c026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=class, measure_col=attribute5.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "class", + "measure_col": "attribute5", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..084ce0633643131f1c43662c0d21a68778b6c026 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=class, measure_col=attribute5.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "class", + "measure_col": "attribute5", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d1e41aa2d5cc3de33876be80f7f4f5fb5feea41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-2c30-78d2-9faf-138d2b11b398"} +{"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_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54177e01ade84ea37dddbcd1844429aa79d4d941 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-2c30-78d2-9faf-138d2b11b398"} +{"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_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..33d329dcce1bec1219a8e4fd4005a6065c8b2a5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3bfa-7a13-963e-832f115aa116"} +{"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_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f3c2b73d3037d1eb01a09ebf9641c6a14ad7f37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3bfa-7a13-963e-832f115aa116"} +{"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_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c2429de0a04930c6/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1fd9107c8243e6bf6e1301715c429e305f0816b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7072, "bytes_utf8": 7072, "lines": 218, "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": 14150, "cached_input_tokens": 12672, "output_tokens": 682, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cbce6ea9d8af45a986d42b4ca115c341af06464e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c7f6483271ea6e8b", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 12672, + "output_tokens": 682, + "total_tokens": 14832, + "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": 13133.95, + "sql_execution_elapsed_ms_total": 12.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/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_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2d9b803d6d0091489411659cab9aaf1a8fef8d7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/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": "2026-05-19T15:35:27.957715+00:00", + "ended_at": "2026-05-19T15:35:41.091687+00:00", + "elapsed_ms": 13133.95, + "prompt_metrics": { + "chars": 7072, + "bytes_utf8": 7072, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 998, + "bytes_utf8": 998, + "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": 14150, + "cached_input_tokens": 12672, + "output_tokens": 682, + "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_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6214b664759c8a3951d1b30ec25582c9be6e150e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute9, measure_col=attribute2.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute9", + "measure_col": "attribute2", + "item_col": "attribute3", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..608b5bcd29987b5e4095fb6a33329cc3d11e9923 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-b2c7-77b3-afc6-5f81c6e1ccb3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute9\\\", \\\"attribute3\\\",\\n SUM(CAST(\\\"attribute2\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute2\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute2\\\" AS REAL))) OVER (PARTITION BY \\\"attribute9\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute9\\\", \\\"attribute3\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"attribute9\\\", item_col=\\\"attribute3\\\", and measure_col=\\\"attribute2\\\". CAST to REAL is included because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14150,"cached_input_tokens":12672,"output_tokens":682,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84101c2189d3b0f47fd80b83309951cc6ffbb1d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"attribute9\", \"attribute3\",\n SUM(CAST(\"attribute2\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute2\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute2\" AS REAL))) OVER (PARTITION BY \"attribute9\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute9\", \"attribute3\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"attribute9\", item_col=\"attribute3\", and measure_col=\"attribute2\". CAST to REAL is included because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c7f6483271ea6e8b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df757f0e71493e21c1c58cff76ea6562a47af060 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/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": 218, "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": 627, "bytes_utf8": 627, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14149, "cached_input_tokens": 12672, "output_tokens": 531, "reasoning_output_tokens": 364}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c812bbec7809984df040e704b1febccd50c54e54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_c85cc61c4d7658d6", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12672, + "output_tokens": 531, + "total_tokens": 14680, + "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": 17006.11, + "sql_execution_elapsed_ms_total": 20.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/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_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..00e8d0f77ee9d7403797e60f5ed6a87a2438a3a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/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": "2026-05-19T15:34:00.168088+00:00", + "ended_at": "2026-05-19T15:34:17.174228+00:00", + "elapsed_ms": 17006.11, + "prompt_metrics": { + "chars": 7068, + "bytes_utf8": 7068, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1340, + "bytes_utf8": 1340, + "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": 627, + "bytes_utf8": 627, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14149, + "cached_input_tokens": 12672, + "output_tokens": 531, + "reasoning_output_tokens": 364 + } + }, + "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_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d922d486cf469e7028e7075ebedccc23fc18157 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute6, measure_col=attribute8.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute6", + "measure_col": "attribute8", + "item_col": "attribute9", + "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": 60.0, + "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_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..203cdb372975dd24a2fe0a6ffcc203f6ea076718 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40df-5bdf-78c0-adc9-753d21f40bf8"} +{"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 1995923, Requested 14784. Please try again in 321ms. 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 \\\"attribute6\\\", \\\"attribute9\\\",\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute8\\\" AS REAL))) OVER (PARTITION BY \\\"attribute6\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute6\\\", \\\"attribute9\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"attribute6\\\", item_col=\\\"attribute9\\\", and measure_col=\\\"attribute8\\\". CAST is applied because the schema stores these numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14149,"cached_input_tokens":12672,"output_tokens":531,"reasoning_output_tokens":364}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..156851f2693061e4c0b76a58c4db107b80f8486b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"attribute6\", \"attribute9\",\n SUM(CAST(\"attribute8\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute8\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute8\" AS REAL))) OVER (PARTITION BY \"attribute6\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute6\", \"attribute9\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"attribute6\", item_col=\"attribute9\", and measure_col=\"attribute8\". CAST is applied because the schema stores these numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_c85cc61c4d7658d6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00aa7d473f699b55da3ca2f05f929f7dc5089bcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6961, "bytes_utf8": 6961, "lines": 220, "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": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14123, "cached_input_tokens": 12672, "output_tokens": 432, "reasoning_output_tokens": 303}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f5f1d8be2c3798bd1175b045295e78c809d8aff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_ca93377235321707", + "api_calls": 0, + "input_tokens": 14123, + "cached_input_tokens": 12672, + "output_tokens": 432, + "total_tokens": 14555, + "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": 19934.75, + "sql_execution_elapsed_ms_total": 11.98, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/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_d/n17/artifacts/v2q_n17_ca93377235321707/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c08fe3a90285746fba3d09534faa254451b11da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/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": "2026-05-19T15:40:17.510760+00:00", + "ended_at": "2026-05-19T15:40:37.445540+00:00", + "elapsed_ms": 19934.75, + "prompt_metrics": { + "chars": 6961, + "bytes_utf8": 6961, + "lines": 220, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1858, + "bytes_utf8": 1858, + "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": 488, + "bytes_utf8": 488, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14123, + "cached_input_tokens": 12672, + "output_tokens": 432, + "reasoning_output_tokens": 303 + } + }, + "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_d/n17/artifacts/v2q_n17_ca93377235321707/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e9b21233ae22a2020feb3a9e15b8568a6bfcb23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,220 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n17", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=time, group_col_2=attribute5.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "time", + "group_col_2": "attribute5", + "predicate_col": "attribute9", + "predicate_op": ">=", + "predicate_value": 14.0, + "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": 0.0, + "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b60886ff6b1e4b0d2746c1009c614fdd3318527f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40e5-1de6-7e12-9c3e-2aad20baf638"} +{"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 14758. Please try again in 442ms. 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 1992579, Requested 14758. Please try again in 220ms. 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 1999873, Requested 14758. Please try again in 438ms. 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_c2_filtered_group_count_2d\\nSELECT \\\"time\\\", \\\"attribute5\\\", COUNT(*) AS row_count\\nFROM \\\"n17\\\"\\nWHERE CAST(\\\"attribute9\\\" AS REAL) >= 14.0\\nGROUP BY \\\"time\\\", \\\"attribute5\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"time\\\", group_col_2=\\\"attribute5\\\", and predicate on \\\"attribute9\\\". CAST(\\\"attribute9\\\" AS REAL) is applied because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14123,"cached_input_tokens":12672,"output_tokens":432,"reasoning_output_tokens":303}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c32620ce73a3dcb911958e80daa2b1df93637f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"time\", \"attribute5\", COUNT(*) AS row_count\nFROM \"n17\"\nWHERE CAST(\"attribute9\" AS REAL) >= 14.0\nGROUP BY \"time\", \"attribute5\"\nORDER BY row_count DESC;","notes":"Used the planned filtered two-dimensional group count template with group_col=\"time\", group_col_2=\"attribute5\", and predicate on \"attribute9\". CAST(\"attribute9\" AS REAL) is applied 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_d/n17/artifacts/v2q_n17_ca93377235321707/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ca93377235321707/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1773166292d3641e4e668dfcbe7371aa44157e05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7058, "bytes_utf8": 7058, "lines": 218, "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": 588, "bytes_utf8": 588, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 13696, "output_tokens": 684, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..053ab88952306d8d4181baf65712564f341c1b52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_cb03d7783795a731", + "api_calls": 0, + "input_tokens": 14147, + "cached_input_tokens": 13696, + "output_tokens": 684, + "total_tokens": 14831, + "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": 15703.34, + "sql_execution_elapsed_ms_total": 12.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/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_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2eb90e820f887ec8bd2d2e92a14a31e5a86a4bd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/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": "2026-05-19T15:35:53.008194+00:00", + "ended_at": "2026-05-19T15:36:08.711563+00:00", + "elapsed_ms": 15703.34, + "prompt_metrics": { + "chars": 7058, + "bytes_utf8": 7058, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 978, + "bytes_utf8": 978, + "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": 588, + "bytes_utf8": 588, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14147, + "cached_input_tokens": 13696, + "output_tokens": 684, + "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_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e568091ed62c814d89cc7dfab77bb8614ed264f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=class, measure_col=attribute3.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "class", + "measure_col": "attribute3", + "item_col": "attribute4", + "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": 89.0, + "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_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42758e13d78f29240cfb831da1f081bf77323621 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-14bf-7ea1-84ad-c6da04a3fbdb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"class\\\",\\n \\\"attribute4\\\",\\n SUM(CAST(\\\"attribute3\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"attribute3\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute3\\\" AS REAL))) OVER (PARTITION BY \\\"class\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"class\\\", \\\"attribute4\\\"\\nORDER BY 4 DESC;\",\"notes\":\"Used the required Within-Group Share of Total template with group_col=\\\"class\\\", item_col=\\\"attribute4\\\", and measure_col=\\\"attribute3\\\". CAST was added because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14147,"cached_input_tokens":13696,"output_tokens":684,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2583334c06206d8b1e9a0b5a8c9476b42e12d95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share.\nSELECT\n \"class\",\n \"attribute4\",\n SUM(CAST(\"attribute3\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"attribute3\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute3\" AS REAL))) OVER (PARTITION BY \"class\") AS \"share_within_group\"\nFROM \"n17\"\nGROUP BY \"class\", \"attribute4\"\nORDER BY 4 DESC;","notes":"Used the required Within-Group Share of Total template with group_col=\"class\", item_col=\"attribute4\", and measure_col=\"attribute3\". CAST was added because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb03d7783795a731/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb4a0429151d99e6540d679819fdecf583324264 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6647, "bytes_utf8": 6647, "lines": 214, "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": 14041, "cached_input_tokens": 12032, "output_tokens": 226, "reasoning_output_tokens": 137}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94368b185f045bffcc984836937bdc80bb92cc62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_cb5c48196ea6d23d", + "api_calls": 0, + "input_tokens": 14041, + "cached_input_tokens": 12032, + "output_tokens": 226, + "total_tokens": 14267, + "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": 7441.87, + "sql_execution_elapsed_ms_total": 6.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/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_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..233d3842f7db0a203d2512da17faad048b1d4597 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/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": "2026-05-19T16:04:03.405542+00:00", + "ended_at": "2026-05-19T16:04:10.847452+00:00", + "elapsed_ms": 7441.87, + "prompt_metrics": { + "chars": 6647, + "bytes_utf8": 6647, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 671, + "bytes_utf8": 671, + "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": 318, + "bytes_utf8": 318, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14041, + "cached_input_tokens": 12032, + "output_tokens": 226, + "reasoning_output_tokens": 137 + } + }, + "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_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f1f09f675393fda5a707ec8b1ebfe58d1807ed5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=attribute8.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute8", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2621db636f65a1498deeb5fe0d35656a919dda2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-dfdf-7d41-ad48-5cb42af797fc"} +{"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 \\\"attribute8\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\"\\nORDER BY support ASC, \\\"attribute8\\\"\\nLIMIT 17;\",\"notes\":\"Applies the Low-Support Group Count template to \\\"attribute8\\\", returning the 17 least-supported groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14041,"cached_input_tokens":12032,"output_tokens":226,"reasoning_output_tokens":137}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc9d9be65699c5f061c2e7a9b4e4fe4b7e3430b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute8\",\n COUNT(*) AS support\nFROM \"n17\"\nGROUP BY \"attribute8\"\nORDER BY support ASC, \"attribute8\"\nLIMIT 17;","notes":"Applies the Low-Support Group Count template to \"attribute8\", returning the 17 least-supported groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_cb5c48196ea6d23d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..925fe3149085dc2e0e2fda61db45bd3cf2369eb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6663, "bytes_utf8": 6663, "lines": 216, "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": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 461, "reasoning_output_tokens": 362}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7e89f884959c878cb9860e4b99646a7e0ed8db72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_d003295be581badc", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 461, + "total_tokens": 14492, + "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": 10166.16, + "sql_execution_elapsed_ms_total": 15.38, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/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_d/n17/artifacts/v2q_n17_d003295be581badc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..46bfacc14eca70c67bfc0813bc856b8522874142 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/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": "2026-05-19T15:31:19.093625+00:00", + "ended_at": "2026-05-19T15:31:29.259822+00:00", + "elapsed_ms": 10166.16, + "prompt_metrics": { + "chars": 6663, + "bytes_utf8": 6663, + "lines": 216, + "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": 382, + "bytes_utf8": 382, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 461, + "reasoning_output_tokens": 362 + } + }, + "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_d/n17/artifacts/v2q_n17_d003295be581badc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..742f0c6f24410d8125735f2569d732fedf417902 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute8, measure_col=attribute8.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute8", + "measure_col": "attribute8", + "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": 51.0, + "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_d/n17/artifacts/v2q_n17_d003295be581badc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9160130662f32c083f33b7c4b982cab9e139a288 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-e6c0-7ee2-b8f7-5f9bcb115c6c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute8\\\", SUM(CAST(\\\"attribute8\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the grouped numeric sum template with \\\"attribute8\\\" as both the grouping column and measure column. The measure is cast to NUMERIC because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":12032,"output_tokens":461,"reasoning_output_tokens":362}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7ff699eb7235e1eb2a6609bf7171ba3a8a6c900 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"attribute8\", SUM(CAST(\"attribute8\" AS NUMERIC)) AS total_measure\nFROM \"n17\"\nGROUP BY \"attribute8\"\nORDER BY total_measure DESC;","notes":"Used the grouped numeric sum template with \"attribute8\" as both the grouping column and measure column. The measure is cast to NUMERIC 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_d/n17/artifacts/v2q_n17_d003295be581badc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d003295be581badc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51412543f4d160e9098801d50c66990ab180da71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7206, "bytes_utf8": 7206, "lines": 216, "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": 593, "bytes_utf8": 593, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14167, "cached_input_tokens": 12672, "output_tokens": 328, "reasoning_output_tokens": 168}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..48d7f664c0fdf80c0fe621d52df2d8d2262dd31f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_d30c1c9a9f4531a6", + "api_calls": 0, + "input_tokens": 14167, + "cached_input_tokens": 12672, + "output_tokens": 328, + "total_tokens": 14495, + "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": 8547.51, + "sql_execution_elapsed_ms_total": 13.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/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_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..212e9a417bea8ec40553cb3c7ab1b81633dddd3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/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": "2026-05-19T15:47:54.659619+00:00", + "ended_at": "2026-05-19T15:48:03.207202+00:00", + "elapsed_ms": 8547.51, + "prompt_metrics": { + "chars": 7206, + "bytes_utf8": 7206, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 964, + "bytes_utf8": 964, + "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": 593, + "bytes_utf8": 593, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14167, + "cached_input_tokens": 12672, + "output_tokens": 328, + "reasoning_output_tokens": 168 + } + }, + "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_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9069c01b9c23e89b5ccd32a0b6cccc6be593990c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=class, measure_col=attribute8.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "class", + "measure_col": "attribute8", + "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": 60.0, + "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_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ee27f49e8ccff32388732f2387b7ae08e22157a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-1828-7ba3-b9dd-e72dd0378a4b"} +{"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 \\\"class\\\", SUM(CAST(\\\"attribute8\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"class\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"class\\\", 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=\\\"class\\\" and measure_col=\\\"attribute8\\\". Cast \\\"attribute8\\\" from TEXT to REAL so SUM works numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14167,"cached_input_tokens":12672,"output_tokens":328,"reasoning_output_tokens":168}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..859dce1c5a5d188a296cf66d9f34075cdafb1b09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"class\", SUM(CAST(\"attribute8\" AS REAL)) AS group_value\n FROM \"n17\"\n GROUP BY \"class\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"class\", 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=\"class\" and measure_col=\"attribute8\". Cast \"attribute8\" 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_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d30c1c9a9f4531a6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..168df2df1f8111896889586e05a54d87f5c83f66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7072, "bytes_utf8": 7072, "lines": 218, "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": 14150, "cached_input_tokens": 12032, "output_tokens": 681, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..72943baa916742d73512c1abff4fe158e98330ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_d39ceb4cacb5736c", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 12032, + "output_tokens": 681, + "total_tokens": 14831, + "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": 18161.05, + "sql_execution_elapsed_ms_total": 21.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/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_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1949a9957a341e5e8e6d5b47c762880d55c71658 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/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": "2026-05-19T15:37:17.897750+00:00", + "ended_at": "2026-05-19T15:37:36.058841+00:00", + "elapsed_ms": 18161.05, + "prompt_metrics": { + "chars": 7072, + "bytes_utf8": 7072, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1302, + "bytes_utf8": 1302, + "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": 584, + "bytes_utf8": 584, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14150, + "cached_input_tokens": 12032, + "output_tokens": 681, + "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_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac626c693f47ca151293ec3fd4eba3a0975b3a41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute3, measure_col=attribute6.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute6", + "item_col": "attribute7", + "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": 6.0, + "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_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6da856686ea5ad61166c2bba952d85aac7ea028d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e2-605e-7451-93b1-c90f928e37f8"} +{"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 1985576, Requested 14785. Please try again in 10ms. 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\\n \\\"attribute3\\\",\\n \\\"attribute7\\\",\\n SUM(CAST(\\\"attribute6\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute6\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute6\\\" AS REAL))) OVER (PARTITION BY \\\"attribute3\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\", \\\"attribute7\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"attribute3\\\", item_col=\\\"attribute7\\\", and measure_col=\\\"attribute6\\\". Cast \\\"attribute6\\\" from TEXT to REAL so SQLite aggregates numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14150,"cached_input_tokens":12032,"output_tokens":681,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d0a614e65d9a393831b6edf8564fb24c799b9de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"attribute3\",\n \"attribute7\",\n SUM(CAST(\"attribute6\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute6\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute6\" AS REAL))) OVER (PARTITION BY \"attribute3\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute3\", \"attribute7\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"attribute3\", item_col=\"attribute7\", and measure_col=\"attribute6\". Cast \"attribute6\" from TEXT to REAL so SQLite aggregates numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d39ceb4cacb5736c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5eedd7e67dbd6b41fdea6ed2047c45940e7cb4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6662, "bytes_utf8": 6662, "lines": 216, "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": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 626, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..075c7635f977e01320710229aa6edadcf933e3cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_d65dfebb8d07982f", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 626, + "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": 12801.18, + "sql_execution_elapsed_ms_total": 13.44, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/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_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..32c3d2a97507096c43660a8a10de5fba156a69a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/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": "2026-05-19T15:29:56.838232+00:00", + "ended_at": "2026-05-19T15:30:09.639453+00:00", + "elapsed_ms": 12801.18, + "prompt_metrics": { + "chars": 6662, + "bytes_utf8": 6662, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 786, + "bytes_utf8": 786, + "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": 432, + "bytes_utf8": 432, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 626, + "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_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71f0f05b37e395e134846b86ad3c7c7f4571ae61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute5, measure_col=attribute5.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute5", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14b598983b57467f24101f70d3d9d08430f20eb9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-a566-79d1-8e72-65aa6769cfd8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT CAST(\\\"attribute5\\\" AS INTEGER) AS \\\"attribute5\\\", SUM(CAST(\\\"attribute5\\\" AS INTEGER)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY CAST(\\\"attribute5\\\" AS INTEGER)\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided grouped-sum template with both group and measure bound to \\\"attribute5\\\". Casts were added because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":12032,"output_tokens":626,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01047ee4b91f08283df15ca129feb64c53c38dff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT CAST(\"attribute5\" AS INTEGER) AS \"attribute5\", SUM(CAST(\"attribute5\" AS INTEGER)) AS total_measure\nFROM \"n17\"\nGROUP BY CAST(\"attribute5\" AS INTEGER)\nORDER BY total_measure DESC;","notes":"Applied the provided grouped-sum template with both group and measure bound to \"attribute5\". Casts were added because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d65dfebb8d07982f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..676ee47a89fa6433d46d3b1f5f5416daf088bbe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/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": 218, "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": 604, "bytes_utf8": 604, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 447, "reasoning_output_tokens": 281}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6b7a28f26a03142d0b0079a4ffe7b2d35f5f0e85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_d677b99c136a18bf", + "api_calls": 0, + "input_tokens": 14147, + "cached_input_tokens": 12032, + "output_tokens": 447, + "total_tokens": 14594, + "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": 9802.07, + "sql_execution_elapsed_ms_total": 17.71, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/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_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d641a69db53ea2951c069f266af7b691f2aaecc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/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": "2026-05-19T15:35:18.132755+00:00", + "ended_at": "2026-05-19T15:35:27.934855+00:00", + "elapsed_ms": 9802.07, + "prompt_metrics": { + "chars": 7063, + "bytes_utf8": 7063, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 988, + "bytes_utf8": 988, + "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": 604, + "bytes_utf8": 604, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14147, + "cached_input_tokens": 12032, + "output_tokens": 447, + "reasoning_output_tokens": 281 + } + }, + "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_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52a951746e29eb5293549853e646fd7476ff7d42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute8, measure_col=time.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute8", + "measure_col": "time", + "item_col": "attribute2", + "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": 51.0, + "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_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..96996dff1deca2b135995e72cc1a0c3c3b3c89b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-8c7c-7ec3-84a5-5ba32f3e4588"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute8\\\", \\\"attribute2\\\",\\n SUM(CAST(\\\"time\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"time\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"time\\\" AS REAL))) OVER (PARTITION BY \\\"attribute8\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\", \\\"attribute2\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"attribute8\\\", item_col=\\\"attribute2\\\", and measure_col=\\\"time\\\". CAST(\\\"time\\\" AS REAL) is used because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14147,"cached_input_tokens":12032,"output_tokens":447,"reasoning_output_tokens":281}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c57b91995d73926dfd0f30e0b283f7de559f4a89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"attribute8\", \"attribute2\",\n SUM(CAST(\"time\" AS REAL)) AS total_measure,\n SUM(CAST(\"time\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"time\" AS REAL))) OVER (PARTITION BY \"attribute8\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute8\", \"attribute2\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"attribute8\", item_col=\"attribute2\", and measure_col=\"time\". CAST(\"time\" AS 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_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d677b99c136a18bf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed9263f48ff665ca533d734e04ffa943e193d893 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6638, "bytes_utf8": 6638, "lines": 216, "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": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14025, "cached_input_tokens": 12032, "output_tokens": 226, "reasoning_output_tokens": 131}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..34a3252eb9db11265510c47d6696a8ae6db0de4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_d736aea94fa02dbc", + "api_calls": 0, + "input_tokens": 14025, + "cached_input_tokens": 12032, + "output_tokens": 226, + "total_tokens": 14251, + "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": 11078.58, + "sql_execution_elapsed_ms_total": 5.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/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_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b32477e8b81c6a6895690c7d3e0175f39afc208b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/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": "2026-05-19T15:28:31.392533+00:00", + "ended_at": "2026-05-19T15:28:42.471135+00:00", + "elapsed_ms": 11078.58, + "prompt_metrics": { + "chars": 6638, + "bytes_utf8": 6638, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 699, + "bytes_utf8": 699, + "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": 349, + "bytes_utf8": 349, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14025, + "cached_input_tokens": 12032, + "output_tokens": 226, + "reasoning_output_tokens": 131 + } + }, + "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_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f67437660f14f575fd98f046759b485517126f45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=time, measure_col=time.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "time", + "measure_col": "time", + "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": 51.0, + "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_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..43bbc80e307d698763b5c5c987b45d21e2b34310 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-57be-76b0-95c3-4d3a940598a9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"time\\\", SUM(CAST(\\\"time\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"time\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=time and measure_col=time. Cast \\\"time\\\" to NUMERIC for SUM because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14025,"cached_input_tokens":12032,"output_tokens":226,"reasoning_output_tokens":131}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..279346f6e25b157df1dcccacf02df6338c35e374 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"time\", SUM(CAST(\"time\" AS NUMERIC)) AS total_measure\nFROM \"n17\"\nGROUP BY \"time\"\nORDER BY total_measure DESC;","notes":"Used the required Grouped Numeric Sum template with group_col=time and measure_col=time. Cast \"time\" to NUMERIC for SUM 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_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d736aea94fa02dbc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4326b03b045a27040632a1b4f751c44f6f9b8380 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6660, "bytes_utf8": 6660, "lines": 216, "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": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 13696, "output_tokens": 266, "reasoning_output_tokens": 165}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eaff61baf00c3dda200acb04b850fdda0670831d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_d744650987416608", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 13696, + "output_tokens": 266, + "total_tokens": 14297, + "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": 9770.54, + "sql_execution_elapsed_ms_total": 13.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/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_d/n17/artifacts/v2q_n17_d744650987416608/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d73ec571b3ab90b6ba7648aa8237c5042dcc9906 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/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": "2026-05-19T15:31:09.302151+00:00", + "ended_at": "2026-05-19T15:31:19.072723+00:00", + "elapsed_ms": 9770.54, + "prompt_metrics": { + "chars": 6660, + "bytes_utf8": 6660, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 737, + "bytes_utf8": 737, + "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": 375, + "bytes_utf8": 375, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 13696, + "output_tokens": 266, + "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_d/n17/artifacts/v2q_n17_d744650987416608/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..161979fcc2144387b0763ac72240031c6230c4a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute8, measure_col=attribute8.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute8", + "measure_col": "attribute8", + "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": 60.0, + "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_d/n17/artifacts/v2q_n17_d744650987416608/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d0104f8ad5cde033364430c5533c34cff35ecfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-c07e-7e83-8683-7b41ce39da51"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute8\\\", SUM(CAST(\\\"attribute8\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute8\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"attribute8\\\" and measure_col=\\\"attribute8\\\". CAST is used because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":13696,"output_tokens":266,"reasoning_output_tokens":165}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..300641d40feccf8c0ad39232b2fd63b44a0df1c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"attribute8\", SUM(CAST(\"attribute8\" AS NUMERIC)) AS \"total_measure\"\nFROM \"n17\"\nGROUP BY \"attribute8\"\nORDER BY \"total_measure\" DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col=\"attribute8\" and measure_col=\"attribute8\". CAST is used because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_d744650987416608/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3db97e123e473aa024e4a91d2435701eab5908a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6884, "bytes_utf8": 6884, "lines": 219, "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": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14089, "cached_input_tokens": 12032, "output_tokens": 314, "reasoning_output_tokens": 190}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b308cbf885c2054ee0db49f4a824fa17db44acd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_db7d35a55ce85375", + "api_calls": 0, + "input_tokens": 14089, + "cached_input_tokens": 12032, + "output_tokens": 314, + "total_tokens": 14403, + "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": 9120.64, + "sql_execution_elapsed_ms_total": 5.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/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_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f3d5aed41d7ab09e6b0753092848cd6eb9d03566 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/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": "2026-05-19T15:58:08.750561+00:00", + "ended_at": "2026-05-19T15:58:17.871237+00:00", + "elapsed_ms": 9120.64, + "prompt_metrics": { + "chars": 6884, + "bytes_utf8": 6884, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 801, + "bytes_utf8": 801, + "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": 446, + "bytes_utf8": 446, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14089, + "cached_input_tokens": 12032, + "output_tokens": 314, + "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_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab98ca1870b505a6e27a293f4cc5cab8600a2c47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "4", + "positive_value": "1", + "negative_value": "4", + "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": 55.0, + "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_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfbee3d7599e5e0e53f8ac5507853ee37a444ff8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-768d-70d1-be82-df96df770c3a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n17\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"class\\\" and condition_col=\\\"class\\\". Because the grouping column and condition column are the same, the rate is 1.0 for class='4' and 0.0 for other classes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14089,"cached_input_tokens":12032,"output_tokens":314,"reasoning_output_tokens":190}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2481c3cb32a649d8e8ad413b14cad868710425d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n17\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col=\"class\" and condition_col=\"class\". Because the grouping column and condition column are the same, the rate is 1.0 for class='4' and 0.0 for other classes."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_db7d35a55ce85375/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7feceb3fca8131e4a28e879523392a1f7051e088 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6648, "bytes_utf8": 6648, "lines": 214, "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": 14041, "cached_input_tokens": 12032, "output_tokens": 294, "reasoning_output_tokens": 202}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4e476536fe4a45b332955ca88da382649ef77a1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_dc301d11c5a74044", + "api_calls": 0, + "input_tokens": 14041, + "cached_input_tokens": 12032, + "output_tokens": 294, + "total_tokens": 14335, + "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": 8207.86, + "sql_execution_elapsed_ms_total": 5.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/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_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6557b1b1e5d883f5774d7d78c36c79127191a36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/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": "2026-05-19T16:01:38.762461+00:00", + "ended_at": "2026-05-19T16:01:46.970350+00:00", + "elapsed_ms": 8207.86, + "prompt_metrics": { + "chars": 6648, + "bytes_utf8": 6648, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 671, + "bytes_utf8": 671, + "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": 318, + "bytes_utf8": 318, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14041, + "cached_input_tokens": 12032, + "output_tokens": 294, + "reasoning_output_tokens": 202 + } + }, + "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_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f87a36b22110435a0ff5e81609bc88da8dcc286b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=attribute2.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "attribute2", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..475c8a103963bc1d1621c7a0bd39f8297d91eaad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-aad8-7f83-8b06-e96c046cfa46"} +{"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 \\\"attribute2\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute2\\\"\\nORDER BY support ASC, \\\"attribute2\\\"\\nLIMIT 16;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"attribute2\\\" and top_k set to 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14041,"cached_input_tokens":12032,"output_tokens":294,"reasoning_output_tokens":202}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99bb3c18b05aa80b6977aecd951d27e3646b99a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"attribute2\",\n COUNT(*) AS support\nFROM \"n17\"\nGROUP BY \"attribute2\"\nORDER BY support ASC, \"attribute2\"\nLIMIT 16;","notes":"Applied the Low-Support Group Count template with group_col bound to \"attribute2\" and top_k set to 16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dc301d11c5a74044/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00a6782705950089322268b2b6b5a92c2034abdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/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": 218, "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": 658, "bytes_utf8": 658, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14149, "cached_input_tokens": 12032, "output_tokens": 698, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..86c2b1202389e9221d88fd4601f7f6c5a4d0ed2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_dcf508d08e6ddc69", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12032, + "output_tokens": 698, + "total_tokens": 14847, + "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": 12878.56, + "sql_execution_elapsed_ms_total": 16.43, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/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_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f22810276715875d2554cfad40ce7fadda71e18d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/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": "2026-05-19T15:36:51.698735+00:00", + "ended_at": "2026-05-19T15:37:04.577340+00:00", + "elapsed_ms": 12878.56, + "prompt_metrics": { + "chars": 7068, + "bytes_utf8": 7068, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1050, + "bytes_utf8": 1050, + "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": 658, + "bytes_utf8": 658, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14149, + "cached_input_tokens": 12032, + "output_tokens": 698, + "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_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9cd4b50d0cebac85d68b361a6525533730c2483 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute2, measure_col=attribute5.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute2", + "measure_col": "attribute5", + "item_col": "attribute6", + "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": 46.0, + "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_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd561836614ab43819a3ea5d857a17a1e5ae9206 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-f9f8-7292-8673-07e4fff9ce4b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"attribute2\\\",\\n \\\"attribute6\\\",\\n total_measure,\\n total_measure * 100.0 / SUM(total_measure) OVER (PARTITION BY \\\"attribute2\\\") AS share_within_group\\nFROM (\\n SELECT\\n \\\"attribute2\\\",\\n \\\"attribute6\\\",\\n SUM(CAST(\\\"attribute5\\\" AS REAL)) AS total_measure\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute2\\\", \\\"attribute6\\\"\\n)\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"attribute2\\\", item_col=\\\"attribute6\\\", and measure_col=\\\"attribute5\\\". Cast \\\"attribute5\\\" from TEXT to REAL so SUM computes numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14149,"cached_input_tokens":12032,"output_tokens":698,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd2f102f0cede35b58cbd03c73f2e41daa6277c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"attribute2\",\n \"attribute6\",\n total_measure,\n total_measure * 100.0 / SUM(total_measure) OVER (PARTITION BY \"attribute2\") AS share_within_group\nFROM (\n SELECT\n \"attribute2\",\n \"attribute6\",\n SUM(CAST(\"attribute5\" AS REAL)) AS total_measure\n FROM \"n17\"\n GROUP BY \"attribute2\", \"attribute6\"\n)\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"attribute2\", item_col=\"attribute6\", and measure_col=\"attribute5\". Cast \"attribute5\" from TEXT to REAL so SUM computes numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_dcf508d08e6ddc69/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..276702d5b5ada58f5a65a5b2a0494e5dd16da6ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6885, "bytes_utf8": 6885, "lines": 219, "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": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14087, "cached_input_tokens": 12672, "output_tokens": 328, "reasoning_output_tokens": 230}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f4b7a8759888a3cf7608fc071f486c6a69dc9e99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_ddf287ee241f05c7", + "api_calls": 0, + "input_tokens": 14087, + "cached_input_tokens": 12672, + "output_tokens": 328, + "total_tokens": 14415, + "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": 10208.08, + "sql_execution_elapsed_ms_total": 7.22, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/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_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca990afd838bf270282c06d82d69381d02768027 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/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": "2026-05-19T15:58:25.741097+00:00", + "ended_at": "2026-05-19T15:58:35.949228+00:00", + "elapsed_ms": 10208.08, + "prompt_metrics": { + "chars": 6885, + "bytes_utf8": 6885, + "lines": 219, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 703, + "bytes_utf8": 703, + "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": 352, + "bytes_utf8": 352, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14087, + "cached_input_tokens": 12672, + "output_tokens": 328, + "reasoning_output_tokens": 230 + } + }, + "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_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec52cad2f231b79d84618e2e3f6a55613f2d90ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,219 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=time, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "time", + "condition_col": "class", + "condition_value": "4", + "positive_value": "1", + "negative_value": "4", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..721a5eaeeafd2fe1af796786faa1e82936836363 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-b8e6-79f1-80ce-1663b1472b46"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"time\\\",\\n AVG(CASE WHEN \\\"class\\\" = '4' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n17\\\"\\nGROUP BY \\\"time\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Instantiated the Grouped Condition Rate template using \\\"time\\\" as the grouping column and class value '4' as the condition target.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14087,"cached_input_tokens":12672,"output_tokens":328,"reasoning_output_tokens":230}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d00816b5e85e36822c91d45b68ca86d648cce686 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"time\",\n AVG(CASE WHEN \"class\" = '4' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n17\"\nGROUP BY \"time\"\nORDER BY condition_rate DESC;","notes":"Instantiated the Grouped Condition Rate template using \"time\" as the grouping column and class value '4' as the condition target."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_ddf287ee241f05c7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..338bc310c042f87083a79df63e11a87aea52e2e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/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": "2026-05-19T16:05:33.670665+00:00", + "ended_at": "2026-05-19T16:05:37.117875+00:00", + "elapsed_ms": 3447.18, + "returncode": 1, + "prompt_metrics": { + "chars": 6746, + "bytes_utf8": 6746, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..885d30b6c1c6786e1b1fcbeb357d331d6f8f79c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/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": "2026-05-19T16:05:38.120420+00:00", + "ended_at": "2026-05-19T16:05:41.522249+00:00", + "elapsed_ms": 3401.79, + "returncode": 1, + "prompt_metrics": { + "chars": 6746, + "bytes_utf8": 6746, + "lines": 216, + "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_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbccd1b65b313376859a585d908e7a02692c1feb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=attribute7, measure_col=attribute2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute2", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbccd1b65b313376859a585d908e7a02692c1feb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=attribute7, measure_col=attribute2.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute2", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f6f78ecf68bf013081d066d75ec02282a47dc16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-4079-7671-b147-0fd1ed0df65a"} +{"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_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eec8a8b5d38ece6a25a2a5c1027b519f66d67063 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-4079-7671-b147-0fd1ed0df65a"} +{"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_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7a99a59f8df0c6a702f757b9a2dcd21952e4b9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-51c8-7882-aba7-74eb09ddd158"} +{"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_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..66f1b7a506af99fc2a4c481db9f591fc5cd6d902 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-51c8-7882-aba7-74eb09ddd158"} +{"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_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_df8e1ac452a0b778/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53371623b4504b7623c2b3236e293f449467fda0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/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": 218, "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": 662, "bytes_utf8": 662, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14149, "cached_input_tokens": 13696, "output_tokens": 654, "reasoning_output_tokens": 481}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e086e07a0b2431e3cff26666272f731d9e638be0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_e4c5842fdbf9901a", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 13696, + "output_tokens": 654, + "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": 13660.65, + "sql_execution_elapsed_ms_total": 25.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/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_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f40d527eddf18108f0d3188bb8373625e49721e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/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": "2026-05-19T15:38:31.537645+00:00", + "ended_at": "2026-05-19T15:38:45.198351+00:00", + "elapsed_ms": 13660.65, + "prompt_metrics": { + "chars": 7070, + "bytes_utf8": 7070, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1046, + "bytes_utf8": 1046, + "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": 662, + "bytes_utf8": 662, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14149, + "cached_input_tokens": 13696, + "output_tokens": 654, + "reasoning_output_tokens": 481 + } + }, + "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_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99468b34f823331676e9e8bd737cc53d5d12c5a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute5, measure_col=attribute8.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute8", + "item_col": "attribute9", + "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": 51.0, + "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_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..379dfe1732609abcadd8423673e4264682b9fc23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-8001-7033-bac5-fd044875dfd6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute5\\\", \\\"attribute9\\\",\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute8\\\" AS REAL))) OVER (PARTITION BY \\\"attribute5\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\", \\\"attribute9\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"attribute5\\\", item_col=\\\"attribute9\\\", and measure_col=\\\"attribute8\\\". Cast \\\"attribute8\\\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14149,"cached_input_tokens":13696,"output_tokens":654,"reasoning_output_tokens":481}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12dbc5b937bf709c6020f0be8191d45e7f2b91b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"attribute5\", \"attribute9\",\n SUM(CAST(\"attribute8\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute8\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute8\" AS REAL))) OVER (PARTITION BY \"attribute5\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute5\", \"attribute9\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"attribute5\", item_col=\"attribute9\", and measure_col=\"attribute8\". Cast \"attribute8\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e4c5842fdbf9901a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68cb1d425ce306372b27ec2ba20aa55d170e7c3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6828, "bytes_utf8": 6828, "lines": 214, "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": 574, "bytes_utf8": 574, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14084, "cached_input_tokens": 12672, "output_tokens": 610, "reasoning_output_tokens": 453}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b92fccefbab3b20152ff978c51c9fc138eccd08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_e81923189db2d01d", + "api_calls": 0, + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 610, + "total_tokens": 14694, + "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": 17591.7, + "sql_execution_elapsed_ms_total": 36.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/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_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c84c57bbfa723a72dd6269207f101b45f5a0b3da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/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": "2026-05-19T15:42:59.844738+00:00", + "ended_at": "2026-05-19T15:43:17.436463+00:00", + "elapsed_ms": 17591.7, + "prompt_metrics": { + "chars": 6828, + "bytes_utf8": 6828, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1282, + "bytes_utf8": 1282, + "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": 574, + "bytes_utf8": 574, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14084, + "cached_input_tokens": 12672, + "output_tokens": 610, + "reasoning_output_tokens": 453 + } + }, + "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_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..456003a5f9f64e69fe8f198cb5898df39f50dc4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute9.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "attribute9", + "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": 14.0, + "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_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..640721bfa5407764b0854a9508dd848d2ce6cf37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e7-9803-7973-8bac-b0302fc6a541"} +{"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 1990220, Requested 14719. Please try again in 148ms. 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(\\\"attribute9\\\" AS REAL) AS \\\"attribute9\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"attribute9\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n17\\\"\\n)\\nSELECT \\\"attribute9\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"attribute9\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"attribute9\\\" and num_tiles=10. Casted \\\"attribute9\\\" to REAL because the SQLite schema stores it as TEXT, and selected the highest decile as the tail slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14084,"cached_input_tokens":12672,"output_tokens":610,"reasoning_output_tokens":453}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b7f0fe2e6a6e2f236ef72f513903efe1b58a023 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"attribute9\" AS REAL) AS \"attribute9\",\n NTILE(10) OVER (ORDER BY CAST(\"attribute9\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n17\"\n)\nSELECT \"attribute9\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"attribute9\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"attribute9\" and num_tiles=10. Casted \"attribute9\" to REAL because the SQLite schema stores it as TEXT, and selected the highest decile as the tail slice."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e81923189db2d01d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d29c5ea6a1f4040fd2c85d1126ca5f05ff8022c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6841, "bytes_utf8": 6841, "lines": 216, "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": 638, "bytes_utf8": 638, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14069, "cached_input_tokens": 12672, "output_tokens": 1291, "reasoning_output_tokens": 1134}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..596019af265968c4674dbf0840786565361291dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_e82dd0593b0b673b", + "api_calls": 0, + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 1291, + "total_tokens": 15360, + "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": 30741.58, + "sql_execution_elapsed_ms_total": 5.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/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_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aba2caadb00130db6d53b10e28cf04638a08bd77 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/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": "2026-05-19T15:56:31.949616+00:00", + "ended_at": "2026-05-19T15:57:02.691221+00:00", + "elapsed_ms": 30741.58, + "prompt_metrics": { + "chars": 6841, + "bytes_utf8": 6841, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1007, + "bytes_utf8": 1007, + "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": 638, + "bytes_utf8": 638, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14069, + "cached_input_tokens": 12672, + "output_tokens": 1291, + "reasoning_output_tokens": 1134 + } + }, + "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_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..894997c8bcb09154bbe6de4bb39907d6ae895d2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=attribute4, measure_col=attribute4.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "attribute4", + "measure_col": "attribute4", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..693471e8a10aff638b5ef492f4e1a6cbea9fbf94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-fc5f-7241-86fe-8c7c7013cf46"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"attribute4\\\",\\n CAST(\\\"attribute4\\\" AS REAL) AS percentile_measure\\nFROM \\\"n17\\\"\\nWHERE \\\"attribute4\\\" IS NOT NULL\\nGROUP BY \\\"attribute4\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY percentile_measure DESC, \\\"attribute4\\\" DESC\\nLIMIT 18;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both the grouping column and measure column are \\\"attribute4\\\", each group's 95th-percentile point is the numeric value of that same grouped \\\"attribute4\\\" value, so this is the SQLite-equivalent grouped percentile result. Applied the provided minimum group size and top-k bindings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14069,"cached_input_tokens":12672,"output_tokens":1291,"reasoning_output_tokens":1134}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0e45e7f927342c73c8a9b26d98ca6cf090027f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n \"attribute4\",\n CAST(\"attribute4\" AS REAL) AS percentile_measure\nFROM \"n17\"\nWHERE \"attribute4\" IS NOT NULL\nGROUP BY \"attribute4\"\nHAVING COUNT(*) >= 5\nORDER BY percentile_measure DESC, \"attribute4\" DESC\nLIMIT 18;","notes":"SQLite does not support PERCENTILE_CONT. Because both the grouping column and measure column are \"attribute4\", each group's 95th-percentile point is the numeric value of that same grouped \"attribute4\" value, so this is the SQLite-equivalent grouped percentile result. Applied the provided minimum group size and top-k bindings."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_e82dd0593b0b673b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a6bf53913ac7a255a4e1a0f06cf340dc5a2ff78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6635, "bytes_utf8": 6635, "lines": 214, "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": 6635, "bytes_utf8": 6635, "lines": 214, "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": 295, "bytes_utf8": 295, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14037, "cached_input_tokens": 13696, "output_tokens": 339, "reasoning_output_tokens": 250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b4aa1b9fdbcf8a9ec6cb49fdffb3ca71ecf93253 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_eb71788a36172f7d", + "api_calls": 0, + "input_tokens": 14037, + "cached_input_tokens": 13696, + "output_tokens": 339, + "total_tokens": 14376, + "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": 12496.95, + "sql_execution_elapsed_ms_total": 5.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/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_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f3e60eab6f58c24812bcb2dec85e38b73923284a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/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": "2026-05-19T16:01:17.764967+00:00", + "ended_at": "2026-05-19T16:01:21.006349+00:00", + "elapsed_ms": 3241.36, + "returncode": 1, + "prompt_metrics": { + "chars": 6635, + "bytes_utf8": 6635, + "lines": 214, + "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_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f82ed661df6c7c72bee974868e7fcbf6d2c51adb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/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": "2026-05-19T16:01:22.007899+00:00", + "ended_at": "2026-05-19T16:01:31.263523+00:00", + "elapsed_ms": 9255.59, + "prompt_metrics": { + "chars": 6635, + "bytes_utf8": 6635, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 648, + "bytes_utf8": 648, + "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": 295, + "bytes_utf8": 295, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14037, + "cached_input_tokens": 13696, + "output_tokens": 339, + "reasoning_output_tokens": 250 + } + }, + "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_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18a659cc4a54cef9e2df6b308054a2578b4092a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=time.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "time", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..18a659cc4a54cef9e2df6b308054a2578b4092a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=time.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "time", + "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": 0.0, + "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_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcf47f20bd29e0a79527f0bb9e870a56f6ebb42c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-58d6-75d2-89fc-20d5632fa8cf"} +{"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_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1f3592a1e79bbc55f13ceefa0ac4a46d705a2c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-58d6-75d2-89fc-20d5632fa8cf"} +{"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_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee8de9a512ccb32c3dff45fd2a0baf3540c00afe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-6972-7223-bc6b-3c900d6a2c1c"} +{"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 \\\"time\\\",\\n COUNT(*) AS support\\nFROM \\\"n17\\\"\\nGROUP BY \\\"time\\\"\\nORDER BY support ASC, \\\"time\\\"\\nLIMIT 15;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"time\\\" and top_k set to 15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14037,"cached_input_tokens":13696,"output_tokens":339,"reasoning_output_tokens":250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b057d721899d540c6776e9cf42ce51e5349b09e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"time\",\n COUNT(*) AS support\nFROM \"n17\"\nGROUP BY \"time\"\nORDER BY support ASC, \"time\"\nLIMIT 15;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"time\" and top_k set to 15."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eb71788a36172f7d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d39d878726e5ac0511d1f9cb1038a1a45e97a3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7075, "bytes_utf8": 7075, "lines": 218, "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": 640, "bytes_utf8": 640, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14150, "cached_input_tokens": 13696, "output_tokens": 610, "reasoning_output_tokens": 433}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..97dd2142e667963d7cbca8e0fd5b9304abfd1eb1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_eec14640973506f6", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 13696, + "output_tokens": 610, + "total_tokens": 14760, + "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": 13271.36, + "sql_execution_elapsed_ms_total": 26.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/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_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e0e817e6e404af32b542d046398ed2c1b28952fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/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": "2026-05-19T15:38:04.344033+00:00", + "ended_at": "2026-05-19T15:38:17.615429+00:00", + "elapsed_ms": 13271.36, + "prompt_metrics": { + "chars": 7075, + "bytes_utf8": 7075, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1026, + "bytes_utf8": 1026, + "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": 640, + "bytes_utf8": 640, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14150, + "cached_input_tokens": 13696, + "output_tokens": 610, + "reasoning_output_tokens": 433 + } + }, + "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_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab6b6b273e0a0a46f895923e32505e8996c3eeaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute4, measure_col=attribute7.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute4", + "measure_col": "attribute7", + "item_col": "attribute8", + "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": 41.0, + "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_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0bec17cf5a6a486928f1d011a9979176f8eecf6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-15f6-7712-8ffc-6f1f0f7be1a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"attribute4\\\",\\n \\\"attribute8\\\",\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute7\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute7\\\" AS REAL))) OVER (PARTITION BY \\\"attribute4\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute4\\\", \\\"attribute8\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"attribute4\\\", item_col=\\\"attribute8\\\", and measure_col=\\\"attribute7\\\". CAST(\\\"attribute7\\\" AS REAL) is used because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14150,"cached_input_tokens":13696,"output_tokens":610,"reasoning_output_tokens":433}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e4fbebb0f6058d74ae8e525bf3c03b082d153ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share.\nSELECT\n \"attribute4\",\n \"attribute8\",\n SUM(CAST(\"attribute7\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute7\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute7\" AS REAL))) OVER (PARTITION BY \"attribute4\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute4\", \"attribute8\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"attribute4\", item_col=\"attribute8\", and measure_col=\"attribute7\". CAST(\"attribute7\" AS 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_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_eec14640973506f6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72770c6863828b6877e4c1e37abac951d5cff953 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7073, "bytes_utf8": 7073, "lines": 218, "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": 14150, "cached_input_tokens": 13696, "output_tokens": 619, "reasoning_output_tokens": 455}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9fd1953803e93e564ce710d4c628785dc230402b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_f10e8f0776266a41", + "api_calls": 0, + "input_tokens": 14150, + "cached_input_tokens": 13696, + "output_tokens": 619, + "total_tokens": 14769, + "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": 13870.59, + "sql_execution_elapsed_ms_total": 10.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/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_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0696e8f496f196170c0f6ca2800a1a01ec0256c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/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": "2026-05-19T15:38:17.649603+00:00", + "ended_at": "2026-05-19T15:38:31.520227+00:00", + "elapsed_ms": 13870.59, + "prompt_metrics": { + "chars": 7073, + "bytes_utf8": 7073, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 985, + "bytes_utf8": 985, + "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": 14150, + "cached_input_tokens": 13696, + "output_tokens": 619, + "reasoning_output_tokens": 455 + } + }, + "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_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e601b1d8f25eacad3705c35f1eec9ae2d3d663c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=attribute5, measure_col=attribute8.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute5", + "measure_col": "attribute8", + "item_col": "attribute9", + "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": 60.0, + "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_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73774460754cdc118365dcc7bf8a4dbb897e4f63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-49a4-7233-b96a-17f9167e0a4a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"attribute5\\\", \\\"attribute9\\\",\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute8\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute8\\\" AS REAL))) OVER (PARTITION BY \\\"attribute5\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute5\\\", \\\"attribute9\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Instantiated the Within-Group Share of Total template with group_col=\\\"attribute5\\\", item_col=\\\"attribute9\\\", and measure_col=\\\"attribute8\\\". CAST is used because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14150,"cached_input_tokens":13696,"output_tokens":619,"reasoning_output_tokens":455}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a16dc17551f434040835cb66434323b61da8b360 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"attribute5\", \"attribute9\",\n SUM(CAST(\"attribute8\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute8\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute8\" AS REAL))) OVER (PARTITION BY \"attribute5\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute5\", \"attribute9\"\nORDER BY share_within_group DESC;","notes":"Instantiated the Within-Group Share of Total template with group_col=\"attribute5\", item_col=\"attribute9\", and measure_col=\"attribute8\". CAST is used because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f10e8f0776266a41/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4bd0d7dbcb7ddbf08913fd1a97126a564cf8d5fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f28712dc00110c45/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7205, "bytes_utf8": 7205, "lines": 216, "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": 648, "bytes_utf8": 648, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14166, "cached_input_tokens": 12032, "output_tokens": 535, "reasoning_output_tokens": 357}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11883ba6c8fb33141d3be3b3194e8e108ad20d3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6594, "bytes_utf8": 6594, "lines": 214, "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": 6594, "bytes_utf8": 6594, "lines": 214, "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": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14020, "cached_input_tokens": 12032, "output_tokens": 315, "reasoning_output_tokens": 206}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f2886538233b19ae21d4e191eea5c392a7552f8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_f366dd289c96bf99", + "api_calls": 0, + "input_tokens": 14020, + "cached_input_tokens": 12032, + "output_tokens": 315, + "total_tokens": 14335, + "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": 11272.12, + "sql_execution_elapsed_ms_total": 2.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/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_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4c652d76011aa354713e4e7d2bc41571520a32f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/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": "2026-05-19T16:00:48.370226+00:00", + "ended_at": "2026-05-19T16:00:51.418867+00:00", + "elapsed_ms": 3048.62, + "returncode": 1, + "prompt_metrics": { + "chars": 6594, + "bytes_utf8": 6594, + "lines": 214, + "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_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf1acc34f72b65e3e3804b831f617800aada17a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/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": "2026-05-19T16:00:52.421019+00:00", + "ended_at": "2026-05-19T16:01:00.644570+00:00", + "elapsed_ms": 8223.5, + "prompt_metrics": { + "chars": 6594, + "bytes_utf8": 6594, + "lines": 214, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 734, + "bytes_utf8": 734, + "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": 390, + "bytes_utf8": 390, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14020, + "cached_input_tokens": 12032, + "output_tokens": 315, + "reasoning_output_tokens": 206 + } + }, + "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_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c7904a527de66fbdd49bd1a340b08218dcafdc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute9.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "attribute9", + "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": 14.0, + "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_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c7904a527de66fbdd49bd1a340b08218dcafdc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,214 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=attribute9.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "attribute9", + "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": 14.0, + "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_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dd14c2f5e45dba7fb45e3786e7d80f8b11f5dd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-e609-7623-ab9f-e1d4ae74ec1e"} +{"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_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c72b1665c0858fac082b3576900a73df50ba6021 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-e609-7623-ab9f-e1d4ae74ec1e"} +{"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_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad88f7fdbf396af595dac7ce2abb6dc5502ccd96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-f5b6-7083-a38d-2bedbf7a977f"} +{"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(\\\"attribute9\\\" AS REAL) <= 14.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n17\\\";\",\"notes\":\"Applied the requested Threshold Rarity CDF template with measure_col bound to \\\"attribute9\\\" and threshold fixed at 14.0; CAST is used because the column is stored as TEXT in the SQLite schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14020,"cached_input_tokens":12032,"output_tokens":315,"reasoning_output_tokens":206}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a906a5c5117b558f6d45e49a28a53e83b3812e7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"attribute9\" AS REAL) <= 14.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n17\";","notes":"Applied the requested Threshold Rarity CDF template with measure_col bound to \"attribute9\" and threshold fixed at 14.0; CAST is used because the column is stored as TEXT in the SQLite schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f366dd289c96bf99/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6bf65712d7228063c8562fc91b61a6219d377812 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7204, "bytes_utf8": 7204, "lines": 216, "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": 678, "bytes_utf8": 678, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14166, "cached_input_tokens": 12672, "output_tokens": 632, "reasoning_output_tokens": 449}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b43b87ed1f92d2e73a92a7c0c7b604b635e43224 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_f632e74c731bf5c7", + "api_calls": 0, + "input_tokens": 14166, + "cached_input_tokens": 12672, + "output_tokens": 632, + "total_tokens": 14798, + "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": 14240.86, + "sql_execution_elapsed_ms_total": 11.04, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/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_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ddb9724629c839d8d40fbff4d0ebd567d844e00d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/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": "2026-05-19T15:48:54.823249+00:00", + "ended_at": "2026-05-19T15:49:09.064145+00:00", + "elapsed_ms": 14240.86, + "prompt_metrics": { + "chars": 7204, + "bytes_utf8": 7204, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1077, + "bytes_utf8": 1077, + "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": 678, + "bytes_utf8": 678, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14166, + "cached_input_tokens": 12672, + "output_tokens": 632, + "reasoning_output_tokens": 449 + } + }, + "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_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d90da47bccd17e8ecdfbd62789e4db99e58816ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=attribute2, measure_col=time.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute2", + "measure_col": "time", + "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": 55.0, + "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_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6534ebc0b4fe7538c11bdfa1b991dfc1f6848539 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-02c1-7700-b1a4-2ca88dbfe7ae"} +{"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 \\\"attribute2\\\", SUM(CAST(\\\"time\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute2\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"attribute2\\\", 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 planned Relative-to-Total Extreme Threshold template with group_col=\\\"attribute2\\\" and measure_col=\\\"time\\\". CAST(\\\"time\\\" AS REAL) is applied because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14166,"cached_input_tokens":12672,"output_tokens":632,"reasoning_output_tokens":449}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05cf13b14571f4c6024f5ad5138ac11c171c97e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"attribute2\", SUM(CAST(\"time\" AS REAL)) AS \"group_value\"\n FROM \"n17\"\n GROUP BY \"attribute2\"\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"attribute2\", 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 planned Relative-to-Total Extreme Threshold template with group_col=\"attribute2\" and measure_col=\"time\". CAST(\"time\" AS REAL) is applied because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f632e74c731bf5c7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3c0bb162f899b2f3e55895bacb67ad83b4e38bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6662, "bytes_utf8": 6662, "lines": 216, "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": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14031, "cached_input_tokens": 12032, "output_tokens": 356, "reasoning_output_tokens": 258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..887f299e415e0010c705e0986cf3e17611324583 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_f6a11a8fca8b4e55", + "api_calls": 0, + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 356, + "total_tokens": 14387, + "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": 12511.52, + "sql_execution_elapsed_ms_total": 6.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/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_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..86c7ecd1150c22d61743e74105051ff8de6c0ebd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/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": "2026-05-19T15:30:18.102370+00:00", + "ended_at": "2026-05-19T15:30:30.613915+00:00", + "elapsed_ms": 12511.52, + "prompt_metrics": { + "chars": 6662, + "bytes_utf8": 6662, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 725, + "bytes_utf8": 725, + "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": 375, + "bytes_utf8": 375, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14031, + "cached_input_tokens": 12032, + "output_tokens": 356, + "reasoning_output_tokens": 258 + } + }, + "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_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a5529a5dba6fd52721b13be02b935b4677ff5ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=attribute6, measure_col=attribute6.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "attribute6", + "measure_col": "attribute6", + "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": 1.0, + "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_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a22ee2594c112b36d37faf800aa0c8dab449725a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-f8a7-7421-9313-9d4c4c9b2f97"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"attribute6\\\", SUM(CAST(\\\"attribute6\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute6\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col and measure_col both bound to \\\"attribute6\\\". CAST is applied because the SQLite schema stores the field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14031,"cached_input_tokens":12032,"output_tokens":356,"reasoning_output_tokens":258}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d7d6bdce5179243666e8112150a25d631b16038 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"attribute6\", SUM(CAST(\"attribute6\" AS NUMERIC)) AS total_measure\nFROM \"n17\"\nGROUP BY \"attribute6\"\nORDER BY total_measure DESC;","notes":"Used the planned Grouped Numeric Sum template with group_col and measure_col both bound to \"attribute6\". CAST is applied because the SQLite schema stores the field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f6a11a8fca8b4e55/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5f5bbf3d7a1dc546593d1023bed53f48a9fd9ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/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": 218, "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": 589, "bytes_utf8": 589, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14148, "cached_input_tokens": 12032, "output_tokens": 580, "reasoning_output_tokens": 415}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bbe125e3d601a2e57a6d9fde560e66dabd64bb19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_f9022d185657dbe3", + "api_calls": 0, + "input_tokens": 14148, + "cached_input_tokens": 12032, + "output_tokens": 580, + "total_tokens": 14728, + "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": 12763.31, + "sql_execution_elapsed_ms_total": 17.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/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_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..85770a4ca91020c42a8c0a979e77e667bd1151c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/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": "2026-05-19T15:34:50.711463+00:00", + "ended_at": "2026-05-19T15:35:03.474791+00:00", + "elapsed_ms": 12763.31, + "prompt_metrics": { + "chars": 7063, + "bytes_utf8": 7063, + "lines": 218, + "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": 589, + "bytes_utf8": 589, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14148, + "cached_input_tokens": 12032, + "output_tokens": 580, + "reasoning_output_tokens": 415 + } + }, + "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_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27166ba15d228b9455c8eb4ff922ffdc94fd0240 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute7, measure_col=attribute9.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute7", + "measure_col": "attribute9", + "item_col": "time", + "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": 6.0, + "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_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6eee50c5178209b3b4ec8a4cfc1fb56648b630c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-2163-7652-95c4-362789dee23a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"attribute7\\\",\\n \\\"time\\\",\\n SUM(CAST(\\\"attribute9\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute9\\\" AS REAL)) * 100.0 /\\n SUM(SUM(CAST(\\\"attribute9\\\" AS REAL))) OVER (PARTITION BY \\\"attribute7\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute7\\\", \\\"time\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"attribute7\\\", item_col=\\\"time\\\", and measure_col=\\\"attribute9\\\". CAST to REAL is included because the schema stores these numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14148,"cached_input_tokens":12032,"output_tokens":580,"reasoning_output_tokens":415}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67fdc87df9c0c286df70b55d337670b08cd782d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"attribute7\",\n \"time\",\n SUM(CAST(\"attribute9\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute9\" AS REAL)) * 100.0 /\n SUM(SUM(CAST(\"attribute9\" AS REAL))) OVER (PARTITION BY \"attribute7\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute7\", \"time\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"attribute7\", item_col=\"time\", and measure_col=\"attribute9\". CAST to REAL is included because the schema stores these numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9022d185657dbe3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c6a4966899a93e1a350588c26db5be6f004c564 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7216, "bytes_utf8": 7216, "lines": 216, "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": 649, "bytes_utf8": 649, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14167, "cached_input_tokens": 12672, "output_tokens": 446, "reasoning_output_tokens": 277}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dfd4fa5b914df6072b7bde53d51a1efe90f01d5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_f9216928a15dd2c8", + "api_calls": 0, + "input_tokens": 14167, + "cached_input_tokens": 12672, + "output_tokens": 446, + "total_tokens": 14613, + "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": 13957.45, + "sql_execution_elapsed_ms_total": 7.79, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/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_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..85d60ecec6fdb391bf86f6b4d8113f8491c8bf66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/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": "2026-05-19T15:47:03.673296+00:00", + "ended_at": "2026-05-19T15:47:17.630784+00:00", + "elapsed_ms": 13957.45, + "prompt_metrics": { + "chars": 7216, + "bytes_utf8": 7216, + "lines": 216, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1016, + "bytes_utf8": 1016, + "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": 649, + "bytes_utf8": 649, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14167, + "cached_input_tokens": 12672, + "output_tokens": 446, + "reasoning_output_tokens": 277 + } + }, + "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_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dac2d295b4f214de05bb3ec34372b4e192cf7941 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,216 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=attribute8, measure_col=attribute6.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "attribute8", + "measure_col": "attribute6", + "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": 1.0, + "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_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d82b7fec336850a15ae3bd8fb048a22772ee272 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-5090-7800-bdd7-29e9a810eda0"} +{"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 \\\"attribute8\\\", SUM(CAST(\\\"attribute6\\\" AS REAL)) AS group_value\\n FROM \\\"n17\\\"\\n GROUP BY \\\"attribute8\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"attribute8\\\", 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\":\"Uses the requested Relative-to-Total Extreme Threshold template with \\\"attribute8\\\" as the group column and SUM of CAST(\\\"attribute6\\\" AS REAL) because the source columns are stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14167,"cached_input_tokens":12672,"output_tokens":446,"reasoning_output_tokens":277}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44e952d66fd32a539bfa2093466308a7c1df00fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"attribute8\", SUM(CAST(\"attribute6\" AS REAL)) AS group_value\n FROM \"n17\"\n GROUP BY \"attribute8\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"attribute8\", 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":"Uses the requested Relative-to-Total Extreme Threshold template with \"attribute8\" as the group column and SUM of CAST(\"attribute6\" AS REAL) because the source columns are stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_f9216928a15dd2c8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b7663e5cc3ca3aa206a0ed705e8c9e72898e712 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7069, "bytes_utf8": 7069, "lines": 218, "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": 614, "bytes_utf8": 614, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14149, "cached_input_tokens": 12672, "output_tokens": 687, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc8ee5a30b410cb52e67b5edfb6e9a4cd783d35f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/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": "n17", + "model": "v2-cli:codex", + "run_id": "v2q_n17_fa57583a8f4e2f69", + "api_calls": 0, + "input_tokens": 14149, + "cached_input_tokens": 12672, + "output_tokens": 687, + "total_tokens": 14836, + "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": 15709.09, + "sql_execution_elapsed_ms_total": 15.32, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/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_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0abaf747ad292eb4fe5af7f0711f81a35240db7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/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": "2026-05-19T15:37:36.087455+00:00", + "ended_at": "2026-05-19T15:37:51.796580+00:00", + "elapsed_ms": 15709.09, + "prompt_metrics": { + "chars": 7069, + "bytes_utf8": 7069, + "lines": 218, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 996, + "bytes_utf8": 996, + "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": 614, + "bytes_utf8": 614, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 14149, + "cached_input_tokens": 12672, + "output_tokens": 687, + "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_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91072d9b264188bf59674a0b6b06a696839a5196 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,218 @@ +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: n17 +- dataset_name: Statlog Shuttle +- table_name: n17 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 9 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 14500 +- important_fields: +- time: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for time. +- attribute2: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute2. +- attribute3: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute3. +- attribute4: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute4. +- attribute5: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute5. +- attribute6: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute6. +- attribute7: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute7. +- attribute8: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute8. +- attribute9: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for attribute9. +- class: role=target, type=categorical_ordinal_target. ordered=['1', '3', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['time', 'attribute2', 'class'], ['time', 'time', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://archive.ics.uci.edu/dataset/148/statlog+shuttle + +SQLite schema snapshot: +{ + "table_name": "n17", + "quoted_table_name": "\"n17\"", + "row_count": 14500, + "columns": [ + { + "name": "time", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "attribute9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "time": "55", + "attribute2": "0", + "attribute3": "81", + "attribute4": "0", + "attribute5": "-6", + "attribute6": "11", + "attribute7": "25", + "attribute8": "88", + "attribute9": "64", + "class": "4" + }, + { + "time": "56", + "attribute2": "0", + "attribute3": "96", + "attribute4": "0", + "attribute5": "52", + "attribute6": "-4", + "attribute7": "40", + "attribute8": "44", + "attribute9": "4", + "class": "4" + }, + { + "time": "50", + "attribute2": "-1", + "attribute3": "89", + "attribute4": "-7", + "attribute5": "50", + "attribute6": "0", + "attribute7": "39", + "attribute8": "40", + "attribute9": "2", + "class": "1" + }, + { + "time": "53", + "attribute2": "9", + "attribute3": "79", + "attribute4": "0", + "attribute5": "42", + "attribute6": "-2", + "attribute7": "25", + "attribute8": "37", + "attribute9": "12", + "class": "4" + }, + { + "time": "55", + "attribute2": "2", + "attribute3": "82", + "attribute4": "0", + "attribute5": "54", + "attribute6": "-6", + "attribute7": "26", + "attribute8": "28", + "attribute9": "2", + "class": "1" + } + ] +} + +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": "n17", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=attribute3, measure_col=attribute6.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "attribute3", + "measure_col": "attribute6", + "item_col": "attribute7", + "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": 1.0, + "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_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8909898e05d7fdbdab5a0e5f0da73c232690f29 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-a769-72b2-a12c-3746ba646f02"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share.\\nSELECT\\n \\\"attribute3\\\",\\n \\\"attribute7\\\",\\n SUM(CAST(\\\"attribute6\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"attribute6\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"attribute6\\\" AS REAL))) OVER (PARTITION BY \\\"attribute3\\\") AS share_within_group\\nFROM \\\"n17\\\"\\nGROUP BY \\\"attribute3\\\", \\\"attribute7\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Instantiated the Within-Group Share of Total template with group_col=\\\"attribute3\\\", item_col=\\\"attribute7\\\", and measure_col=\\\"attribute6\\\". CAST is used because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":14149,"cached_input_tokens":12672,"output_tokens":687,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..adce02de6a6c2c0bb9d8cdd5cc1117b3a349d5a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share.\nSELECT\n \"attribute3\",\n \"attribute7\",\n SUM(CAST(\"attribute6\" AS REAL)) AS total_measure,\n SUM(CAST(\"attribute6\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"attribute6\" AS REAL))) OVER (PARTITION BY \"attribute3\") AS share_within_group\nFROM \"n17\"\nGROUP BY \"attribute3\", \"attribute7\"\nORDER BY share_within_group DESC;","notes":"Instantiated the Within-Group Share of Total template with group_col=\"attribute3\", item_col=\"attribute7\", and measure_col=\"attribute6\". CAST is used because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_d/n17/artifacts/v2q_n17_fa57583a8f4e2f69/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391