diff --git a/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/_tabdiff_train.py b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/_tabdiff_train.py new file mode 100644 index 0000000000000000000000000000000000000000..466a8a11e1ade4732dff2bcb3f30c12b57d8dd23 --- /dev/null +++ b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/_tabdiff_train.py @@ -0,0 +1,21 @@ + +import os, shutil, subprocess, sys +td = r"/workspace/TabDiff" +name = r"pipeline_m2" +src = r"/work/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_125527/tabular_bundle/pipeline_m2" +dst_data = os.path.join(td, "data", name) +dst_syn = os.path.join(td, "synthetic", name) +shutil.rmtree(dst_data, ignore_errors=True) +shutil.copytree(src, dst_data) +os.makedirs(dst_syn, exist_ok=True) +for fn in ("real.csv", "test.csv", "val.csv"): + shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn)) +os.chdir(td) +os.environ["PYTHONPATH"] = td + os.pathsep + os.environ.get("PYTHONPATH", "") +os.environ["TABDIFF_SMOKE_STEPS"] = "500" +os.environ["TABDIFF_ADAPTER_TRAIN"] = "1" +subprocess.check_call([ + sys.executable, "-m", "tabdiff.main", + "--dataname", name, "--mode", "train", "--gpu", "0", + "--no_wandb", "--exp_name", r"adapter_learnable", +]) diff --git a/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/input_snapshot.json b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..1137a262b71e6d84ebef8a422812366b6088a2f6 --- /dev/null +++ b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/input_snapshot.json @@ -0,0 +1,36 @@ +{ + "dataset_id": "m2", + "model": "tabdiff", + "inputs": { + "train_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m2/m2-train.csv", + "exists": true, + "size": 11104719, + "sha256": "c79680ae0eddf616fd02b1d52f185d8b0eb412beb93c7870455eda3cf18ffc56" + }, + "val_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m2/m2-val.csv", + "exists": true, + "size": 1388261, + "sha256": "dbce889a2c7dbf45dc6a789abc34a286d84689c7f955168c0540afa6a62a5030" + }, + "test_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m2/m2-test.csv", + "exists": true, + "size": 1387103, + "sha256": "761420098a8485172b337b673c5ac97a26a4ebd5e16453206590b7d6572a9bdf" + }, + "profile_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/m2/m2-dataset_profile.json", + "exists": true, + "size": 16517, + "sha256": "8aeb9038170c9824d02bca3bc92588b215d043a2cfa3f8a71eded40b259ed8f6" + }, + "contract_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/m2/m2-dataset_contract_v1.json", + "exists": true, + "size": 20175, + "sha256": "c04a1334f0ba483a710ab63c664bb2a457cdcc38b58d6d727d49ca5f9688d870" + } + } +} \ No newline at end of file diff --git a/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/public_gate/normalized_schema_snapshot.json b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/public_gate/normalized_schema_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..ac2baf0b6a827a59d1986c9dbf63471d9e26f19f --- /dev/null +++ b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/public_gate/normalized_schema_snapshot.json @@ -0,0 +1,859 @@ +{ + "dataset_id": "m2", + "target_column": "is_day_night_rear_view_mirror", + "task_type": "classification", + "columns": [ + { + "name": "policy_id", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 20000, + "unique_ratio": 0.426685, + "example_values": [ + "ID56270", + "ID13674", + "ID28362", + "ID29964", + "ID44785" + ] + } + }, + { + "name": "policy_tenure", + "role": "feature", + 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"max_power", + "data_type": "categorical", + "is_target": false + }, + { + "feature_name": "engine_type", + "data_type": "categorical", + "is_target": false + }, + { + "feature_name": "airbags", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "is_esc", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "is_adjustable_steering", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "is_tpms", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "is_parking_sensors", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "is_parking_camera", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "rear_brakes_type", + "data_type": "categorical", + "is_target": false + }, + { + "feature_name": "displacement", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "cylinder", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "transmission_type", + "data_type": "categorical", + "is_target": false + }, + { + "feature_name": "gear_box", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "steering_type", + "data_type": "categorical", + "is_target": false + }, + { + "feature_name": "turning_radius", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "length", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "width", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "height", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "gross_weight", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "is_front_fog_lights", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "is_rear_window_wiper", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "is_rear_window_washer", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "is_rear_window_defogger", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "is_brake_assist", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "is_power_door_locks", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "is_central_locking", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "is_power_steering", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "is_driver_seat_height_adjustable", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "is_day_night_rear_view_mirror", + "data_type": "binary", + "is_target": true + }, + { + "feature_name": "is_ecw", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "is_speed_alert", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "ncap_rating", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "is_claim", + "data_type": "binary", + "is_target": false + } +] \ No newline at end of file diff --git a/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/staged/public/test.csv b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/staged/public/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..b8f3d2596776121378cd658690b8341d378341dc --- /dev/null +++ b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/staged/public/test.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3321107cd4eb2ecfc26606c36779c9c019cd8819078c2c782db9638870417ffb +size 1383062 diff --git a/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/staged/public/train.csv b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/staged/public/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..96fbfa6862702b5d54ca8c8800d03600ced38971 --- /dev/null +++ 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0000000000000000000000000000000000000000..2da1f09fdde3b86f0a4609b4e37980dbb976fbbc --- /dev/null +++ b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/staged/tabdiff/adapter_report.json @@ -0,0 +1,7 @@ +{ + "adapter_ready_status": "pass", + "adapter_fail_reason_code": null, + "adapter_fail_detail": null, + "adapter_transforms_applied": [], + "model_input_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_125527/staged/tabdiff/model_input_manifest.json" +} \ No newline at end of file diff --git a/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/staged/tabdiff/adapter_transforms_applied.json b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/staged/tabdiff/adapter_transforms_applied.json new file mode 100644 index 0000000000000000000000000000000000000000..0637a088a01e8ddab3bf3fa98dbe804cbde1a0dc --- /dev/null +++ b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/staged/tabdiff/adapter_transforms_applied.json 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b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/train_20260501_125532.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd8d4012c5a2203896d97bd297b72c6120462a2864de21b2c559180b9ad43101 +size 6085 diff --git a/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_214622/_tabdiff_train.py b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_214622/_tabdiff_train.py new file mode 100644 index 0000000000000000000000000000000000000000..3272a2dcf81c33fe551ec9ba9a88c635b9ac35a2 --- /dev/null +++ b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_214622/_tabdiff_train.py @@ -0,0 +1,21 @@ + +import os, shutil, subprocess, sys +td = r"/workspace/TabDiff" +name = r"pipeline_m2" +src = r"/work/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_214622/tabular_bundle/pipeline_m2" +dst_data = os.path.join(td, "data", name) +dst_syn = os.path.join(td, "synthetic", name) +shutil.rmtree(dst_data, ignore_errors=True) +shutil.copytree(src, dst_data) +os.makedirs(dst_syn, exist_ok=True) +for fn in ("real.csv", "test.csv", "val.csv"): + shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn)) +os.chdir(td) +os.environ["PYTHONPATH"] = td + os.pathsep + os.environ.get("PYTHONPATH", "") +os.environ["TABDIFF_SMOKE_STEPS"] = "500" +os.environ["TABDIFF_ADAPTER_TRAIN"] = "1" +subprocess.check_call([ + sys.executable, "-m", "tabdiff.main", + "--dataname", name, "--mode", "train", "--gpu", "0", + "--no_wandb", "--exp_name", r"adapter_learnable", +]) diff --git a/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_214622/input_snapshot.json b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_214622/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..1137a262b71e6d84ebef8a422812366b6088a2f6 --- /dev/null +++ b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_214622/input_snapshot.json @@ -0,0 +1,36 @@ +{ + "dataset_id": "m2", + "model": "tabdiff", + "inputs": { + "train_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m2/m2-train.csv", + "exists": true, + "size": 11104719, + "sha256": "c79680ae0eddf616fd02b1d52f185d8b0eb412beb93c7870455eda3cf18ffc56" + }, + "val_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m2/m2-val.csv", + "exists": true, + "size": 1388261, + "sha256": "dbce889a2c7dbf45dc6a789abc34a286d84689c7f955168c0540afa6a62a5030" + }, + "test_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m2/m2-test.csv", + "exists": true, + "size": 1387103, + "sha256": "761420098a8485172b337b673c5ac97a26a4ebd5e16453206590b7d6572a9bdf" + }, + "profile_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/m2/m2-dataset_profile.json", + "exists": true, + "size": 16517, + "sha256": "8aeb9038170c9824d02bca3bc92588b215d043a2cfa3f8a71eded40b259ed8f6" + }, + "contract_json": { + "path": 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4.3e-05, + "example_values": [ + "0", + "1" + ] + } + } + ] +} \ No newline at end of file diff --git a/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_214622/runtime_result.json b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_214622/runtime_result.json new file mode 100644 index 0000000000000000000000000000000000000000..a7e9d79819aa0a8ff4f7978b7715c8fbbbfdc864 --- /dev/null +++ b/syntheticFail/m2/tabdiff/tabdiff-m2-20260501_214622/runtime_result.json @@ -0,0 +1,24 @@ +{ + "dataset_id": "m2", + "model": "tabdiff", + "run_id": "tabdiff-m2-20260501_214622", + "public_gate_status": "pass", + "adapter_ready_status": "pass", + "train_status": "fail", + "generate_status": "skipped", + "reason_code": "adapter_runtime_error", + "reason_detail": "Command '['docker', 'run', '--rm', '--init', '--cidfile', '/tmp/bench_docker_tabdiff_tf5bfj1w/container.cid', '--gpus', 'device=1', '-e', 'WANDB_MODE=disabled', '-e', 'PYTHONUNBUFFERED=1', '-v', '/data/jialinzhang/SynthesizePipeline-server:/work', '-w', 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