Add syntheticFail m6

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/_fd_X_host.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce27b51e592355e14fee8f6d47e08e3f99736fcde567190e0e180a1656361059
+size 710336

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/_fd_meta_host.json

@@ -0,0 +1 @@
+{"column_names": ["Administrative", "Administrative_Duration", "Informational", "Informational_Duration", "ProductRelated", "ProductRelated_Duration", "BounceRates", "ExitRates", "PageValues", "SpecialDay", "Month", "OperatingSystems", "Browser", "Region", "TrafficType", "Weekend", "Revenue", "VisitorType"], "cat_indexes": [10, 15, 16]}

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/_fd_train.py

@@ -0,0 +1,28 @@
+
+import shutil, json
+shutil.copy(r'/work/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/_fd_X_host.npy', '/tmp/fd_X.npy')
+with open(r'/work/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/_fd_meta_host.json') as f:
+    open('/tmp/fd_meta.json','w').write(f.read())
+
+import numpy as np, joblib, json, os
+from ForestDiffusion import ForestDiffusionModel
+X = np.load("/tmp/fd_X.npy")
+with open("/tmp/fd_meta.json") as f:
+    meta = json.load(f)
+cat_indexes = meta["cat_indexes"]
+print(
+    "[ForestDiffusion] train config: "
+    f"rows={X.shape[0]} cols={X.shape[1]} n_t=20 "
+    f"n_estimators=100 duplicate_K=20 n_jobs=2 "
+    f"xgb_verbosity=1",
+    flush=True,
+)
+m = ForestDiffusionModel(
+    X, n_t=20, n_estimators=100, duplicate_K=20, n_jobs=2,
+    model="xgboost", max_depth=6, tree_method="hist", cat_indexes=cat_indexes,
+    verbosity=1,
+)
+joblib.dump((m, meta), "/tmp/fd_model.joblib")
+print("ForestDiffusion train OK")
+
+shutil.copy('/tmp/fd_model.joblib', r'/work/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/forestdiffusion_model.joblib')

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/input_snapshot.json

@@ -0,0 +1,36 @@
+{
+  "dataset_id": "m6",
+  "model": "forestdiffusion",
+  "inputs": {
+    "train_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m6/m6-train.csv",
+      "exists": true,
+      "size": 856785,
+      "sha256": "a5d1c487a8f2611385915fcc5a52bad546680ddbc8d23fc695f442cdd6dafa0c"
+    },
+    "val_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m6/m6-val.csv",
+      "exists": true,
+      "size": 107758,
+      "sha256": "598196cecc227cfba95c9796b80bc1baf684a0117e6673b8662b89482cdcb78f"
+    },
+    "test_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m6/m6-test.csv",
+      "exists": true,
+      "size": 107996,
+      "sha256": "ec939ad96a3b14dd960886359fb6c5d45591adc8a734661ade3dee1417a015de"
+    },
+    "profile_json": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/m6/m6-dataset_profile.json",
+      "exists": true,
+      "size": 7622,
+      "sha256": "859f1fe93806c8ecdea9c9db9db34fb6cf94bc112b5c0a66b2436e8ef71c2e98"
+    },
+    "contract_json": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/m6/m6-dataset_contract_v1.json",
+      "exists": true,
+      "size": 8990,
+      "sha256": "01142eeb121af615a644c3e312f5f3e79d805396339f40d5a300ba3560cf8e90"
+    }
+  }
+}

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/public_gate/normalized_schema_snapshot.json

@@ -0,0 +1,377 @@
+{
+  "dataset_id": "m6",
+  "target_column": "VisitorType",
+  "task_type": "classification",
+  "columns": [
+    {
+      "name": "Administrative",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 26,
+        "unique_ratio": 0.002636,
+        "example_values": [
+          "0",
+          "3",
+          "2",
+          "6",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "Administrative_Duration",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2789,
+        "unique_ratio": 0.282745,
+        "example_values": [
+          "0",
+          "45.8",
+          "77.7",
+          "52",
+          "46.33333333"
+        ]
+      }
+    },
+    {
+      "name": "Informational",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 17,
+        "unique_ratio": 0.001723,
+        "example_values": [
+          "0",
+          "1",
+          "3",
+          "5",
+          "4"
+        ]
+      }
+    },
+    {
+      "name": "Informational_Duration",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 1074,
+        "unique_ratio": 0.108881,
+        "example_values": [
+          "0",
+          "2",
+          "24",
+          "86.75",
+          "62.5"
+        ]
+      }
+    },
+    {
+      "name": "ProductRelated",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 286,
+        "unique_ratio": 0.028994,
+        "example_values": [
+          "13",
+          "8",
+          "63",
+          "15",
+          "3"
+        ]
+      }
+    },
+    {
+      "name": "ProductRelated_Duration",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 7769,
+        "unique_ratio": 0.787612,
+        "example_values": [
+          "549.2",
+          "64",
+          "2435.697531",
+          "267.7333333",
+          "57.4"
+        ]
+      }
+    },
+    {
+      "name": "BounceRates",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 1574,
+        "unique_ratio": 0.15957,
+        "example_values": [
+          "0.019230769",
+          "0",
+          "0.00952381",
+          "0.022857143",
+          "0.004166667"
+        ]
+      }
+    },
+    {
+      "name": "ExitRates",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 3953,
+        "unique_ratio": 0.40075,
+        "example_values": [
+          "0.045421245",
+          "0.05",
+          "0.017460317",
+          "0.040606061",
+          "0.133333333"
+        ]
+      }
+    },
+    {
+      "name": "PageValues",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2129,
+        "unique_ratio": 0.215835,
+        "example_values": [
+          "0",
+          "7.945368291",
+          "10.37042373",
+          "18.99269231",
+          "44.33548922"
+        ]
+      }
+    },
+    {
+      "name": "SpecialDay",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 6,
+        "unique_ratio": 0.000608,
+        "example_values": [
+          "0",
+          "0.4",
+          "0.2",
+          "0.8",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "Month",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 10,
+        "unique_ratio": 0.001014,
+        "example_values": [
+          "Nov",
+          "Dec",
+          "Jul",
+          "Aug",
+          "Mar"
+        ]
+      }
+    },
+    {
+      "name": "OperatingSystems",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 8,
+        "unique_ratio": 0.000811,
+        "example_values": [
+          "3",
+          "2",
+          "6",
+          "4",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "Browser",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 13,
+        "unique_ratio": 0.001318,
+        "example_values": [
+          "2",
+          "1",
+          "5",
+          "4",
+          "3"
+        ]
+      }
+    },
+    {
+      "name": "Region",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 9,
+        "unique_ratio": 0.000912,
+        "example_values": [
+          "6",
+          "3",
+          "4",
+          "1",
+          "9"
+        ]
+      }
+    },
+    {
+      "name": "TrafficType",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 20,
+        "unique_ratio": 0.002028,
+        "example_values": [
+          "2",
+          "8",
+          "3",
+          "11",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "VisitorType",
+      "role": "target",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 3,
+        "unique_ratio": 0.000304,
+        "example_values": [
+          "Returning_Visitor",
+          "New_Visitor",
+          "Other"
+        ]
+      }
+    },
+    {
+      "name": "Weekend",
+      "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": 0.000203,
+        "example_values": [
+          "FALSE",
+          "TRUE"
+        ]
+      }
+    },
+    {
+      "name": "Revenue",
+      "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": 0.000203,
+        "example_values": [
+          "FALSE",
+          "TRUE"
+        ]
+      }
+    }
+  ]
+}

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/public_gate/public_gate_report.json

@@ -0,0 +1,37 @@
+{
+  "dataset_id": "m6",
+  "status": "pass",
+  "checks": [
+    {
+      "check_id": "PG001_csv_parse_ok",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG002_split_header_consistent",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG003_profile_header_match",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG004_missing_token_normalized",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG005_semantic_type_validated",
+      "status": "pass"
+    },
+    {
+      "check_id": "PG006_target_defined_and_valid",
+      "status": "pass"
+    }
+  ],
+  "target_column": "VisitorType",
+  "task_type": "classification",
+  "input_splits": {
+    "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m6/m6-train.csv",
+    "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m6/m6-val.csv",
+    "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/m6/m6-test.csv"
+  }
+}

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/public_gate/staged_input_manifest.json

@@ -0,0 +1,382 @@
+{
+  "dataset_id": "m6",
+  "target_column": "VisitorType",
+  "task_type": "classification",
+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/public_gate/public_gate_report.json",
+  "column_schema": [
+    {
+      "name": "Administrative",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 26,
+        "unique_ratio": 0.002636,
+        "example_values": [
+          "0",
+          "3",
+          "2",
+          "6",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "Administrative_Duration",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2789,
+        "unique_ratio": 0.282745,
+        "example_values": [
+          "0",
+          "45.8",
+          "77.7",
+          "52",
+          "46.33333333"
+        ]
+      }
+    },
+    {
+      "name": "Informational",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 17,
+        "unique_ratio": 0.001723,
+        "example_values": [
+          "0",
+          "1",
+          "3",
+          "5",
+          "4"
+        ]
+      }
+    },
+    {
+      "name": "Informational_Duration",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 1074,
+        "unique_ratio": 0.108881,
+        "example_values": [
+          "0",
+          "2",
+          "24",
+          "86.75",
+          "62.5"
+        ]
+      }
+    },
+    {
+      "name": "ProductRelated",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 286,
+        "unique_ratio": 0.028994,
+        "example_values": [
+          "13",
+          "8",
+          "63",
+          "15",
+          "3"
+        ]
+      }
+    },
+    {
+      "name": "ProductRelated_Duration",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 7769,
+        "unique_ratio": 0.787612,
+        "example_values": [
+          "549.2",
+          "64",
+          "2435.697531",
+          "267.7333333",
+          "57.4"
+        ]
+      }
+    },
+    {
+      "name": "BounceRates",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 1574,
+        "unique_ratio": 0.15957,
+        "example_values": [
+          "0.019230769",
+          "0",
+          "0.00952381",
+          "0.022857143",
+          "0.004166667"
+        ]
+      }
+    },
+    {
+      "name": "ExitRates",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 3953,
+        "unique_ratio": 0.40075,
+        "example_values": [
+          "0.045421245",
+          "0.05",
+          "0.017460317",
+          "0.040606061",
+          "0.133333333"
+        ]
+      }
+    },
+    {
+      "name": "PageValues",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2129,
+        "unique_ratio": 0.215835,
+        "example_values": [
+          "0",
+          "7.945368291",
+          "10.37042373",
+          "18.99269231",
+          "44.33548922"
+        ]
+      }
+    },
+    {
+      "name": "SpecialDay",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 6,
+        "unique_ratio": 0.000608,
+        "example_values": [
+          "0",
+          "0.4",
+          "0.2",
+          "0.8",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "Month",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 10,
+        "unique_ratio": 0.001014,
+        "example_values": [
+          "Nov",
+          "Dec",
+          "Jul",
+          "Aug",
+          "Mar"
+        ]
+      }
+    },
+    {
+      "name": "OperatingSystems",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 8,
+        "unique_ratio": 0.000811,
+        "example_values": [
+          "3",
+          "2",
+          "6",
+          "4",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "Browser",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 13,
+        "unique_ratio": 0.001318,
+        "example_values": [
+          "2",
+          "1",
+          "5",
+          "4",
+          "3"
+        ]
+      }
+    },
+    {
+      "name": "Region",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 9,
+        "unique_ratio": 0.000912,
+        "example_values": [
+          "6",
+          "3",
+          "4",
+          "1",
+          "9"
+        ]
+      }
+    },
+    {
+      "name": "TrafficType",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 20,
+        "unique_ratio": 0.002028,
+        "example_values": [
+          "2",
+          "8",
+          "3",
+          "11",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "VisitorType",
+      "role": "target",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 3,
+        "unique_ratio": 0.000304,
+        "example_values": [
+          "Returning_Visitor",
+          "New_Visitor",
+          "Other"
+        ]
+      }
+    },
+    {
+      "name": "Weekend",
+      "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": 0.000203,
+        "example_values": [
+          "FALSE",
+          "TRUE"
+        ]
+      }
+    },
+    {
+      "name": "Revenue",
+      "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": 0.000203,
+        "example_values": [
+          "FALSE",
+          "TRUE"
+        ]
+      }
+    }
+  ]
+}

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/runtime_result.json

@@ -0,0 +1,12 @@
+{
+  "dataset_id": "m6",
+  "model": "forestdiffusion",
+  "run_id": "forest-m6-20260429_081631",
+  "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_forestdiffusion_t0acbstw/container.cid', '-e', 'PYTHONUNBUFFERED=1', '-v', '/data/jialinzhang/SynthesizePipeline-server:/work', '-w', '/work', '-v', '/data/jialinzhang/synthetic_benchmark/third_party/ForestDiffusion/Python-Package/base-ForestDiffusion:/workspace/base-ForestDiffusion', 'benchmark:forestdiffusion-zjl', 'python', '/work/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/_fd_train.py']' returned non-zero exit status 137.",
+  "artifacts": {}
+}

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/staged/forestdiffusion/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/m6/forestdiffusion/forest-m6-20260429_081631/staged/forestdiffusion/model_input_manifest.json"
+}

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/staged/forestdiffusion/adapter_transforms_applied.json

@@ -0,0 +1 @@
+[]

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/staged/forestdiffusion/model_input_manifest.json

@@ -0,0 +1,384 @@
+{
+  "dataset_id": "m6",
+  "model": "forestdiffusion",
+  "target_column": "VisitorType",
+  "task_type": "classification",
+  "column_schema": [
+    {
+      "name": "Administrative",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 26,
+        "unique_ratio": 0.002636,
+        "example_values": [
+          "0",
+          "3",
+          "2",
+          "6",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "Administrative_Duration",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2789,
+        "unique_ratio": 0.282745,
+        "example_values": [
+          "0",
+          "45.8",
+          "77.7",
+          "52",
+          "46.33333333"
+        ]
+      }
+    },
+    {
+      "name": "Informational",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 17,
+        "unique_ratio": 0.001723,
+        "example_values": [
+          "0",
+          "1",
+          "3",
+          "5",
+          "4"
+        ]
+      }
+    },
+    {
+      "name": "Informational_Duration",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 1074,
+        "unique_ratio": 0.108881,
+        "example_values": [
+          "0",
+          "2",
+          "24",
+          "86.75",
+          "62.5"
+        ]
+      }
+    },
+    {
+      "name": "ProductRelated",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 286,
+        "unique_ratio": 0.028994,
+        "example_values": [
+          "13",
+          "8",
+          "63",
+          "15",
+          "3"
+        ]
+      }
+    },
+    {
+      "name": "ProductRelated_Duration",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 7769,
+        "unique_ratio": 0.787612,
+        "example_values": [
+          "549.2",
+          "64",
+          "2435.697531",
+          "267.7333333",
+          "57.4"
+        ]
+      }
+    },
+    {
+      "name": "BounceRates",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 1574,
+        "unique_ratio": 0.15957,
+        "example_values": [
+          "0.019230769",
+          "0",
+          "0.00952381",
+          "0.022857143",
+          "0.004166667"
+        ]
+      }
+    },
+    {
+      "name": "ExitRates",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 3953,
+        "unique_ratio": 0.40075,
+        "example_values": [
+          "0.045421245",
+          "0.05",
+          "0.017460317",
+          "0.040606061",
+          "0.133333333"
+        ]
+      }
+    },
+    {
+      "name": "PageValues",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2129,
+        "unique_ratio": 0.215835,
+        "example_values": [
+          "0",
+          "7.945368291",
+          "10.37042373",
+          "18.99269231",
+          "44.33548922"
+        ]
+      }
+    },
+    {
+      "name": "SpecialDay",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 6,
+        "unique_ratio": 0.000608,
+        "example_values": [
+          "0",
+          "0.4",
+          "0.2",
+          "0.8",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "Month",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 10,
+        "unique_ratio": 0.001014,
+        "example_values": [
+          "Nov",
+          "Dec",
+          "Jul",
+          "Aug",
+          "Mar"
+        ]
+      }
+    },
+    {
+      "name": "OperatingSystems",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 8,
+        "unique_ratio": 0.000811,
+        "example_values": [
+          "3",
+          "2",
+          "6",
+          "4",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "Browser",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 13,
+        "unique_ratio": 0.001318,
+        "example_values": [
+          "2",
+          "1",
+          "5",
+          "4",
+          "3"
+        ]
+      }
+    },
+    {
+      "name": "Region",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 9,
+        "unique_ratio": 0.000912,
+        "example_values": [
+          "6",
+          "3",
+          "4",
+          "1",
+          "9"
+        ]
+      }
+    },
+    {
+      "name": "TrafficType",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 20,
+        "unique_ratio": 0.002028,
+        "example_values": [
+          "2",
+          "8",
+          "3",
+          "11",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "VisitorType",
+      "role": "target",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 3,
+        "unique_ratio": 0.000304,
+        "example_values": [
+          "Returning_Visitor",
+          "New_Visitor",
+          "Other"
+        ]
+      }
+    },
+    {
+      "name": "Weekend",
+      "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": 0.000203,
+        "example_values": [
+          "FALSE",
+          "TRUE"
+        ]
+      }
+    },
+    {
+      "name": "Revenue",
+      "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": 0.000203,
+        "example_values": [
+          "FALSE",
+          "TRUE"
+        ]
+      }
+    }
+  ],
+  "public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/public_gate/staged_input_manifest.json",
+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/m6/forestdiffusion/forest-m6-20260429_081631/public_gate/public_gate_report.json"
+}

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/staged/public/staged_features.json

@@ -0,0 +1,92 @@
+[
+  {
+    "feature_name": "Administrative",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "Administrative_Duration",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "Informational",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "Informational_Duration",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ProductRelated",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ProductRelated_Duration",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "BounceRates",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ExitRates",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "PageValues",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "SpecialDay",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "Month",
+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "OperatingSystems",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "Browser",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "Region",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "TrafficType",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "VisitorType",
+    "data_type": "categorical",
+    "is_target": true
+  },
+  {
+    "feature_name": "Weekend",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "Revenue",
+    "data_type": "binary",
+    "is_target": false
+  }
+]

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/staged/public/test.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d16d0389cb0fe4b23bab344dc10070de6678357a9452f9f620d0eeba66a6b12d
+size 116376

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/staged/public/train.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1f0338c367408dc21d5a4ec9cdc5d3fe8188916db6085f3fd326304a55551e1
+size 924849

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/staged/public/val.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb9169f3c7213420491d9b709ee1cc650aeaed732fa77dcbd6ffe3583366b2d4
+size 116198

syntheticFail/m6/forestdiffusion/forest-m6-20260429_081631/train_20260429_081631.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:610712e64e696da564d98bc4c5302ed32eb81e03d9984498c99a35cb93723ba2
+size 400