Add syntheticFail m2

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",
+])

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"
+    }
+  }
+}

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",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 20000,
+        "unique_ratio": 0.426685,
+        "example_values": [
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+          "0.003260783938485",
+          "0.084940412619257",
+          "0.129168161379261",
+          "1.1363568020294"
+        ]
+      }
+    },
+    {
+      "name": "age_of_car",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 48,
+        "unique_ratio": 0.001024,
+        "example_values": [
+          "0.03",
+          "0",
+          "0.07",
+          "0.01",
+          "0.05"
+        ]
+      }
+    },
+    {
+      "name": "age_of_policyholder",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
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+        "unique_count": 74,
+        "unique_ratio": 0.001579,
+        "example_values": [
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+          "0.375",
+          "0.451923076923077",
+          "0.490384615384615"
+        ]
+      }
+    },
+    {
+      "name": "area_cluster",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
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+        "unique_ratio": 0.000469,
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+          "C2",
+          "C10",
+          "C12",
+          "C8"
+        ]
+      }
+    },
+    {
+      "name": "population_density",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
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+        "unique_ratio": 0.000469,
+        "example_values": [
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+          "73430",
+          "34791",
+          "8794"
+        ]
+      }
+    },
+    {
+      "name": "make",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
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+        "unique_count": 5,
+        "unique_ratio": 0.000107,
+        "example_values": [
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+          "3",
+          "2",
+          "5",
+          "4"
+        ]
+      }
+    },
+    {
+      "name": "segment",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 6,
+        "unique_ratio": 0.000128,
+        "example_values": [
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+          "C2",
+          "B1",
+          "C1",
+          "Utility"
+        ]
+      }
+    },
+    {
+      "name": "model",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 11,
+        "unique_ratio": 0.000235,
+        "example_values": [
+          "M1",
+          "M4",
+          "M8",
+          "M2",
+          "M10"
+        ]
+      }
+    },
+    {
+      "name": "fuel_type",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 3,
+        "unique_ratio": 6.4e-05,
+        "example_values": [
+          "CNG",
+          "Diesel",
+          "Petrol"
+        ]
+      }
+    },
+    {
+      "name": "max_torque",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 9,
+        "unique_ratio": 0.000192,
+        "example_values": [
+          "60Nm@3500rpm",
+          "250Nm@2750rpm",
+          "82.1Nm@3400rpm",
+          "113Nm@4400rpm",
+          "85Nm@3000rpm"
+        ]
+      }
+    },
+    {
+      "name": "max_power",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
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+        "unique_ratio": 0.000192,
+        "example_values": [
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+          "113.45bhp@4000rpm",
+          "55.92bhp@5300rpm",
+          "88.50bhp@6000rpm",
+          "61.68bhp@6000rpm"
+        ]
+      }
+    },
+    {
+      "name": "engine_type",
+      "role": "feature",
+      "semantic_type": "text",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "keep_raw",
+      "profile_stats": {
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+        "unique_count": 11,
+        "unique_ratio": 0.000235,
+        "example_values": [
+          "F8D Petrol Engine",
+          "1.5 L U2 CRDi",
+          "K10C",
+          "1.2 L K12N Dualjet",
+          "G12B"
+        ]
+      }
+    },
+    {
+      "name": "airbags",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
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+        "unique_count": 3,
+        "unique_ratio": 6.4e-05,
+        "example_values": [
+          "2",
+          "6",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "is_esc",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 4.3e-05,
+        "example_values": [
+          "No",
+          "Yes"
+        ]
+      }
+    },
+    {
+      "name": "is_adjustable_steering",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 4.3e-05,
+        "example_values": [
+          "No",
+          "Yes"
+        ]
+      }
+    },
+    {
+      "name": "is_tpms",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
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+        "unique_count": 2,
+        "unique_ratio": 4.3e-05,
+        "example_values": [
+          "No",
+          "Yes"
+        ]
+      }
+    },
+    {
+      "name": "is_parking_sensors",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
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+        "unique_count": 2,
+        "unique_ratio": 4.3e-05,
+        "example_values": [
+          "Yes",
+          "No"
+        ]
+      }
+    },
+    {
+      "name": "is_parking_camera",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
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+        "unique_count": 2,
+        "unique_ratio": 4.3e-05,
+        "example_values": [
+          "No",
+          "Yes"
+        ]
+      }
+    },
+    {
+      "name": "rear_brakes_type",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
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+      "impute_strategy": "mode",
+      "profile_stats": {
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+        "unique_count": 2,
+        "unique_ratio": 4.3e-05,
+        "example_values": [
+          "Drum",
+          "Disc"
+        ]
+      }
+    },
+    {
+      "name": "displacement",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
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+        "unique_ratio": 0.000192,
+        "example_values": [
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+          "998",
+          "1197",
+          "1196"
+        ]
+      }
+    },
+    {
+      "name": "cylinder",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
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+        "unique_ratio": 4.3e-05,
+        "example_values": [
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+          "4"
+        ]
+      }
+    },
+    {
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+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
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+      "impute_strategy": "mode",
+      "profile_stats": {
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+        "unique_ratio": 4.3e-05,
+        "example_values": [
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+          "Automatic"
+        ]
+      }
+    },
+    {
+      "name": "gear_box",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
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+        "unique_ratio": 4.3e-05,
+        "example_values": [
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+          "6"
+        ]
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+    },
+    {
+      "name": "steering_type",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
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+        "unique_count": 3,
+        "unique_ratio": 6.4e-05,
+        "example_values": [
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+          "Electric",
+          "Manual"
+        ]
+      }
+    },
+    {
+      "name": "turning_radius",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
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+        "example_values": [
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+          "5.2",
+          "4.7",
+          "4.8",
+          "4.5"
+        ]
+      }
+    },
+    {
+      "name": "length",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
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+        "unique_ratio": 0.000192,
+        "example_values": [
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+          "4300",
+          "3655",
+          "3995",
+          "3675"
+        ]
+      }
+    },
+    {
+      "name": "width",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
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+        "unique_ratio": 0.000213,
+        "example_values": [
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+          "1790",
+          "1620",
+          "1735",
+          "1475"
+        ]
+      }
+    },
+    {
+      "name": "height",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
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+      "impute_strategy": "median",
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+          "1635",
+          "1675",
+          "1515",
+          "1825"
+        ]
+      }
+    },
+    {
+      "name": "gross_weight",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
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+        "unique_ratio": 0.000213,
+        "example_values": [
+          "1185",
+          "1720",
+          "1340",
+          "1335",
+          "1510"
+        ]
+      }
+    },
+    {
+      "name": "is_front_fog_lights",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 4.3e-05,
+        "example_values": [
+          "No",
+          "Yes"
+        ]
+      }
+    },
+    {
+      "name": "is_rear_window_wiper",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
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+        "unique_count": 2,
+        "unique_ratio": 4.3e-05,
+        "example_values": [
+          "No",
+          "Yes"
+        ]
+      }
+    },
+    {
+      "name": "is_rear_window_washer",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 4.3e-05,
+        "example_values": [
+          "No",
+          "Yes"
+        ]
+      }
+    },
+    {
+      "name": "is_rear_window_defogger",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 4.3e-05,
+        "example_values": [
+          "No",
+          "Yes"
+        ]
+      }
+    },
+    {
+      "name": "is_brake_assist",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
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+        "unique_count": 2,
+        "unique_ratio": 4.3e-05,
+        "example_values": [
+          "No",
+          "Yes"
+        ]
+      }
+    },
+    {
+      "name": "is_power_door_locks",
+      "role": "feature",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
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+        "unique_count": 2,
+        "unique_ratio": 4.3e-05,
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syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/public_gate/public_gate_report.json

@@ -0,0 +1,37 @@
+{
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+  "status": "pass",
+  "checks": [
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+      "status": "pass"
+    },
+    {
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+      "status": "pass"
+    },
+    {
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+      "status": "pass"
+    },
+    {
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+      "status": "pass"
+    },
+    {
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+      "status": "pass"
+    },
+    {
+      "check_id": "PG006_target_defined_and_valid",
+      "status": "pass"
+    }
+  ],
+  "target_column": "is_day_night_rear_view_mirror",
+  "task_type": "classification",
+  "input_splits": {
+    "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m2/m2-train.csv",
+    "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m2/m2-val.csv",
+    "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m2/m2-test.csv"
+  }
+}

syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/public_gate/staged_input_manifest.json

@@ -0,0 +1,864 @@
+{
+  "dataset_id": "m2",
+  "target_column": "is_day_night_rear_view_mirror",
+  "task_type": "classification",
+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_125527/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_125527/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_125527/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_125527/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_125527/public_gate/public_gate_report.json",
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syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/runtime_result.json

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+{
+  "dataset_id": "m2",
+  "model": "tabdiff",
+  "run_id": "tabdiff-m2-20260501_125527",
+  "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_kaqckykp/container.cid', '--gpus', 'device=1', '-e', 'WANDB_MODE=disabled', '-e', 'PYTHONUNBUFFERED=1', '-v', '/data/jialinzhang/SynthesizePipeline-server:/work', '-w', '/work', '-v', '/data/jialinzhang/synthetic_benchmark/third_party/TabDiff:/workspace/TabDiff', 'benchmark:tabdiff-tabbyflow-zjl', 'python', '/work/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_125527/_tabdiff_train.py']' returned non-zero exit status 1.",
+  "artifacts": {},
+  "timings": {
+    "train": {
+      "started_at": "2026-05-01T12:55:28",
+      "ended_at": "2026-05-01T12:55:44",
+      "duration_sec": 16.216
+    },
+    "generate": {
+      "started_at": null,
+      "ended_at": null,
+      "duration_sec": null
+    }
+  }
+}

syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/staged/public/staged_features.json

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syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/staged/tabdiff/adapter_report.json

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syntheticFail/m2/tabdiff/tabdiff-m2-20260501_125527/staged/tabdiff/adapter_transforms_applied.json

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+name = r"pipeline_m2"
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syntheticFail/m2/tabdiff/tabdiff-m2-20260501_214622/public_gate/public_gate_report.json

@@ -0,0 +1,37 @@
+{
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+  "status": "pass",
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+      "status": "pass"
+    },
+    {
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+      "status": "pass"
+    }
+  ],
+  "target_column": "is_day_night_rear_view_mirror",
+  "task_type": "classification",
+  "input_splits": {
+    "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m2/m2-train.csv",
+    "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m2/m2-val.csv",
+    "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m2/m2-test.csv"
+  }
+}

syntheticFail/m2/tabdiff/tabdiff-m2-20260501_214622/public_gate/staged_input_manifest.json

@@ -0,0 +1,864 @@
+{
+  "dataset_id": "m2",
+  "target_column": "is_day_night_rear_view_mirror",
+  "task_type": "classification",
+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_214622/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_214622/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_214622/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_214622/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_214622/public_gate/public_gate_report.json",
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+}

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', '/work', '-v', '/data/jialinzhang/synthetic_benchmark/third_party/TabDiff:/workspace/TabDiff', 'benchmark:tabdiff-tabbyflow-zjl', 'python', '/work/output-Benchmark-trainonly-v1/m2/tabdiff/tabdiff-m2-20260501_214622/_tabdiff_train.py']' returned non-zero exit status 1.",
+  "artifacts": {},
+  "timings": {
+    "train": {
+      "started_at": "2026-05-01T21:46:23",
+      "ended_at": "2026-05-01T21:46:33",
+      "duration_sec": 10.155
+    },
+    "generate": {
+      "started_at": null,
+      "ended_at": null,
+      "duration_sec": null
+    }
+  }
+}

syntheticFail/m2/tabdiff/tabdiff-m2-20260501_214622/staged/public/staged_features.json

@@ -0,0 +1,222 @@
+[
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+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "policy_tenure",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "age_of_car",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "age_of_policyholder",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "area_cluster",
+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "population_density",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "make",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "segment",
+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "model",
+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "fuel_type",
+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "max_torque",
+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "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
+  },
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