Add files using upload-large-folder tool

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260318_034605/_arf_generate.py

@@ -0,0 +1,6 @@
+import pickle
+with open("/work/output-SpecializedModels/c9/arf/arf-c9-20260318_034605/arf_model.pkl", "rb") as f:
+    model = pickle.load(f)
+syn = model.forge(n=26215)
+syn.to_csv("/work/output-SpecializedModels/c9/arf/arf-c9-20260318_034605/arf-c9-26215-20260318_035632.csv", index=False)
+print(f"[ARF] Generated 26215 rows -> /work/output-SpecializedModels/c9/arf/arf-c9-20260318_034605/arf-c9-26215-20260318_035632.csv")

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260318_034605/_arf_train.py

@@ -0,0 +1,19 @@
+import pickle
+import pandas as pd
+from arfpy import arf
+
+df = pd.read_csv("/work/DatasetNew/c9/c9-train.csv")
+df = df.dropna(axis=1, how="all")
+print(f"[ARF] Training on {len(df)} rows, {len(df.columns)} cols")
+
+model = arf.arf(x=df)
+if hasattr(model, "fit"):
+    model.fit()
+elif hasattr(model, "forde"):
+    model.forde()
+else:
+    raise RuntimeError("arfpy API: no fit() / forde()")
+
+with open("/work/output-SpecializedModels/c9/arf/arf-c9-20260318_034605/arf_model.pkl", "wb") as f:
+    pickle.dump(model, f)
+print(f"[ARF] Model saved -> /work/output-SpecializedModels/c9/arf/arf-c9-20260318_034605/arf_model.pkl")

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260318_034605/gen_20260318_035632.log

@@ -0,0 +1,3 @@
+/usr/local/lib/python3.10/site-packages/arfpy/arf.py:329: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`
+  if self.factor_cols[j]:
+[ARF] Generated 26215 rows -> /work/output-SpecializedModels/c9/arf/arf-c9-20260318_034605/arf-c9-26215-20260318_035632.csv

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260318_034605/train_20260318_034605.log

@@ -0,0 +1,8 @@
+[ARF] Training on 26215 rows, 10 cols
+Initial accuracy is 0.9857715048636277
+/usr/local/lib/python3.10/site-packages/sklearn/ensemble/_forest.py:615: UserWarning: Some inputs do not have OOB scores. This probably means too few trees were used to compute any reliable OOB estimates.
+  warn(
+Iteration number 1 reached accuracy of 0.74363913789815.
+Iteration number 2 reached accuracy of 0.5175090596986458.
+Iteration number 3 reached accuracy of 0.547339309555598.
+[ARF] Model saved -> /work/output-SpecializedModels/c9/arf/arf-c9-20260318_034605/arf_model.pkl

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/_arf_generate.py

@@ -0,0 +1,6 @@
+import pickle
+with open("/work/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/arf_model.pkl", "rb") as f:
+    model = pickle.load(f)
+syn = model.forge(n=26215)
+syn.to_csv("/work/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/arf-c9-26215-20260330_065333.csv", index=False)
+print(f"[ARF] Generated 26215 rows -> /work/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/arf-c9-26215-20260330_065333.csv")

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/_arf_train.py

@@ -0,0 +1,19 @@
+import pickle
+import pandas as pd
+from arfpy import arf
+
+df = pd.read_csv("/work/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/staged/public/train.csv")
+df = df.dropna(axis=1, how="all")
+print(f"[ARF] Training on {len(df)} rows, {len(df.columns)} cols")
+
+model = arf.arf(x=df)
+if hasattr(model, "fit"):
+    model.fit()
+elif hasattr(model, "forde"):
+    model.forde()
+else:
+    raise RuntimeError("arfpy API: no fit() / forde()")
+
+with open("/work/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/arf_model.pkl", "wb") as f:
+    pickle.dump(model, f)
+print(f"[ARF] Model saved -> /work/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/arf_model.pkl")

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/gen_20260321_070552.log

@@ -0,0 +1,3 @@
+/usr/local/lib/python3.10/site-packages/arfpy/arf.py:329: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`
+  if self.factor_cols[j]:
+[ARF] Generated 1000 rows -> /work/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/arf-c9-1000-20260321_070552.csv

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/gen_20260330_065333.log

@@ -0,0 +1,3 @@
+/usr/local/lib/python3.10/site-packages/arfpy/arf.py:329: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`
+  if self.factor_cols[j]:
+[ARF] Generated 26215 rows -> /work/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/arf-c9-26215-20260330_065333.csv

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/input_snapshot.json

@@ -0,0 +1,36 @@
+{
+  "dataset_id": "c9",
+  "model": "arf",
+  "inputs": {
+    "train_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-train.csv",
+      "exists": true,
+      "size": 1656550,
+      "sha256": "7fe9e4b6e2719c346fd93c7ada4977430d0c593cc5bdae7442a78886f7b71b9e"
+    },
+    "val_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-val.csv",
+      "exists": true,
+      "size": 207139,
+      "sha256": "01557a0b4304c4b5435df0909d16016ec0ba4ce2c3b31a8815f813ef1376b0b9"
+    },
+    "test_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-test.csv",
+      "exists": true,
+      "size": 207206,
+      "sha256": "6de1346ef61646cbd096588223a049bf26f2b26229ac65b2734fed139f3c06bb"
+    },
+    "profile_json": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c9/c9-dataset_profile.json",
+      "exists": true,
+      "size": 4540,
+      "sha256": "536d3ace5469df116ca00b7544ee8af409fc29edb7e85f365e465a91244a564e"
+    },
+    "contract_json": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c9/c9-dataset_contract_v1.json",
+      "exists": true,
+      "size": 5389,
+      "sha256": "d63ab9aee52c7f931f14b7ad2c9a601b670ba5cd739494b2c4d2e4005430ea6d"
+    }
+  }
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/public_gate/normalized_schema_snapshot.json

@@ -0,0 +1,214 @@
+{
+  "dataset_id": "c9",
+  "target_column": "ROLE_FAMILY",
+  "task_type": "regression",
+  "columns": [
+    {
+      "name": "ACTION",
+      "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": 7.6e-05,
+        "example_values": [
+          "1",
+          "0"
+        ]
+      }
+    },
+    {
+      "name": "RESOURCE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 6690,
+        "unique_ratio": 0.255197,
+        "example_values": [
+          "44623",
+          "74192",
+          "79092",
+          "4675",
+          "37639"
+        ]
+      }
+    },
+    {
+      "name": "MGR_ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 4052,
+        "unique_ratio": 0.154568,
+        "example_values": [
+          "67326",
+          "16850",
+          "5223",
+          "14952",
+          "88170"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_1",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 126,
+        "unique_ratio": 0.004806,
+        "example_values": [
+          "117910",
+          "117961",
+          "118595",
+          "118200",
+          "117978"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_2",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 174,
+        "unique_ratio": 0.006637,
+        "example_values": [
+          "117911",
+          "118225",
+          "118596",
+          "117962",
+          "118201"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_DEPTNAME",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 442,
+        "unique_ratio": 0.016861,
+        "example_values": [
+          "117912",
+          "119092",
+          "81476",
+          "119223",
+          "117941"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_TITLE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118568",
+          "122849",
+          "118054",
+          "119962",
+          "117885"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY_DESC",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2205,
+        "unique_ratio": 0.084112,
+        "example_values": [
+          "198040",
+          "119094",
+          "120238",
+          "168365",
+          "117913"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY",
+      "role": "target",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 67,
+        "unique_ratio": 0.002556,
+        "example_values": [
+          "19721",
+          "119095",
+          "117887",
+          "118205",
+          "270488"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_CODE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118570",
+          "122850",
+          "118055",
+          "119964",
+          "117888"
+        ]
+      }
+    }
+  ]
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/public_gate/public_gate_report.json

@@ -0,0 +1,37 @@
+{
+  "dataset_id": "c9",
+  "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": "ROLE_FAMILY",
+  "task_type": "regression",
+  "input_splits": {
+    "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-train.csv",
+    "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-val.csv",
+    "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-test.csv"
+  }
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/public_gate/staged_input_manifest.json

@@ -0,0 +1,219 @@
+{
+  "dataset_id": "c9",
+  "target_column": "ROLE_FAMILY",
+  "task_type": "regression",
+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/public_gate/public_gate_report.json",
+  "column_schema": [
+    {
+      "name": "ACTION",
+      "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": 7.6e-05,
+        "example_values": [
+          "1",
+          "0"
+        ]
+      }
+    },
+    {
+      "name": "RESOURCE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 6690,
+        "unique_ratio": 0.255197,
+        "example_values": [
+          "44623",
+          "74192",
+          "79092",
+          "4675",
+          "37639"
+        ]
+      }
+    },
+    {
+      "name": "MGR_ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 4052,
+        "unique_ratio": 0.154568,
+        "example_values": [
+          "67326",
+          "16850",
+          "5223",
+          "14952",
+          "88170"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_1",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 126,
+        "unique_ratio": 0.004806,
+        "example_values": [
+          "117910",
+          "117961",
+          "118595",
+          "118200",
+          "117978"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_2",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 174,
+        "unique_ratio": 0.006637,
+        "example_values": [
+          "117911",
+          "118225",
+          "118596",
+          "117962",
+          "118201"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_DEPTNAME",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 442,
+        "unique_ratio": 0.016861,
+        "example_values": [
+          "117912",
+          "119092",
+          "81476",
+          "119223",
+          "117941"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_TITLE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118568",
+          "122849",
+          "118054",
+          "119962",
+          "117885"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY_DESC",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2205,
+        "unique_ratio": 0.084112,
+        "example_values": [
+          "198040",
+          "119094",
+          "120238",
+          "168365",
+          "117913"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY",
+      "role": "target",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 67,
+        "unique_ratio": 0.002556,
+        "example_values": [
+          "19721",
+          "119095",
+          "117887",
+          "118205",
+          "270488"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_CODE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118570",
+          "122850",
+          "118055",
+          "119964",
+          "117888"
+        ]
+      }
+    }
+  ]
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/runtime_result.json

@@ -0,0 +1,14 @@
+{
+  "dataset_id": "c9",
+  "model": "arf",
+  "run_id": "arf-c9-20260321_065512",
+  "public_gate_status": "pass",
+  "adapter_ready_status": "pass",
+  "train_status": "skipped",
+  "generate_status": "success",
+  "reason_code": null,
+  "reason_detail": null,
+  "artifacts": {
+    "synthetic_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/arf-c9-26215-20260330_065333.csv"
+  }
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/staged/arf/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-SpecializedModels/c9/arf/arf-c9-20260321_065512/staged/arf/model_input_manifest.json"
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/staged/arf/adapter_transforms_applied.json

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

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/staged/arf/model_input_manifest.json

@@ -0,0 +1,221 @@
+{
+  "dataset_id": "c9",
+  "model": "arf",
+  "target_column": "ROLE_FAMILY",
+  "task_type": "regression",
+  "column_schema": [
+    {
+      "name": "ACTION",
+      "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": 7.6e-05,
+        "example_values": [
+          "1",
+          "0"
+        ]
+      }
+    },
+    {
+      "name": "RESOURCE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 6690,
+        "unique_ratio": 0.255197,
+        "example_values": [
+          "44623",
+          "74192",
+          "79092",
+          "4675",
+          "37639"
+        ]
+      }
+    },
+    {
+      "name": "MGR_ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 4052,
+        "unique_ratio": 0.154568,
+        "example_values": [
+          "67326",
+          "16850",
+          "5223",
+          "14952",
+          "88170"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_1",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 126,
+        "unique_ratio": 0.004806,
+        "example_values": [
+          "117910",
+          "117961",
+          "118595",
+          "118200",
+          "117978"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_2",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 174,
+        "unique_ratio": 0.006637,
+        "example_values": [
+          "117911",
+          "118225",
+          "118596",
+          "117962",
+          "118201"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_DEPTNAME",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 442,
+        "unique_ratio": 0.016861,
+        "example_values": [
+          "117912",
+          "119092",
+          "81476",
+          "119223",
+          "117941"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_TITLE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118568",
+          "122849",
+          "118054",
+          "119962",
+          "117885"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY_DESC",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2205,
+        "unique_ratio": 0.084112,
+        "example_values": [
+          "198040",
+          "119094",
+          "120238",
+          "168365",
+          "117913"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY",
+      "role": "target",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 67,
+        "unique_ratio": 0.002556,
+        "example_values": [
+          "19721",
+          "119095",
+          "117887",
+          "118205",
+          "270488"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_CODE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118570",
+          "122850",
+          "118055",
+          "119964",
+          "117888"
+        ]
+      }
+    }
+  ],
+  "public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/public_gate/staged_input_manifest.json",
+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/public_gate/public_gate_report.json"
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/staged/public/staged_features.json

@@ -0,0 +1,52 @@
+[
+  {
+    "feature_name": "ACTION",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "RESOURCE",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "MGR_ID",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_ROLLUP_1",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_ROLLUP_2",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_DEPTNAME",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_TITLE",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_FAMILY_DESC",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_FAMILY",
+    "data_type": "continuous",
+    "is_target": true
+  },
+  {
+    "feature_name": "ROLE_CODE",
+    "data_type": "continuous",
+    "is_target": false
+  }
+]

SynthesizePipeline_Archive/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/train_20260321_065512.log

@@ -0,0 +1,6 @@
+[ARF] Training on 26215 rows, 10 cols
+Initial accuracy is 0.9857333587640664
+Iteration number 1 reached accuracy of 0.7410261300781995.
+Iteration number 2 reached accuracy of 0.5113675376692733.
+Iteration number 3 reached accuracy of 0.5447263017356475.
+[ARF] Model saved -> /work/output-SpecializedModels/c9/arf/arf-c9-20260321_065512/arf_model.pkl

SynthesizePipeline_Archive/output-SpecializedModels/c9/ctgan/ctgan-c9-20260318_035032/ctgan_metadata.json

@@ -0,0 +1,44 @@
+{
+  "columns": [
+    {
+      "name": "ACTION",
+      "type": "categorical"
+    },
+    {
+      "name": "RESOURCE",
+      "type": "continuous"
+    },
+    {
+      "name": "MGR_ID",
+      "type": "continuous"
+    },
+    {
+      "name": "ROLE_ROLLUP_1",
+      "type": "continuous"
+    },
+    {
+      "name": "ROLE_ROLLUP_2",
+      "type": "continuous"
+    },
+    {
+      "name": "ROLE_DEPTNAME",
+      "type": "continuous"
+    },
+    {
+      "name": "ROLE_TITLE",
+      "type": "continuous"
+    },
+    {
+      "name": "ROLE_FAMILY_DESC",
+      "type": "continuous"
+    },
+    {
+      "name": "ROLE_FAMILY",
+      "type": "continuous"
+    },
+    {
+      "name": "ROLE_CODE",
+      "type": "continuous"
+    }
+  ]
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/ctgan/ctgan-c9-20260318_035032/models_300epochs/train_20260318_035032.log

@@ -0,0 +1,2 @@
+/opt/conda/lib/python3.10/site-packages/torch/autograd/graph.py:841: UserWarning: Attempting to run cuBLAS, but there was no current CUDA context! Attempting to set the primary context... (Triggered internally at /pytorch/aten/src/ATen/cuda/CublasHandlePool.cpp:270.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass

SynthesizePipeline_Archive/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/ctgan_metadata.json

@@ -0,0 +1,44 @@
+{
+  "columns": [
+    {
+      "name": "ACTION",
+      "type": "categorical"
+    },
+    {
+      "name": "RESOURCE",
+      "type": "continuous"
+    },
+    {
+      "name": "MGR_ID",
+      "type": "continuous"
+    },
+    {
+      "name": "ROLE_ROLLUP_1",
+      "type": "continuous"
+    },
+    {
+      "name": "ROLE_ROLLUP_2",
+      "type": "continuous"
+    },
+    {
+      "name": "ROLE_DEPTNAME",
+      "type": "continuous"
+    },
+    {
+      "name": "ROLE_TITLE",
+      "type": "continuous"
+    },
+    {
+      "name": "ROLE_FAMILY_DESC",
+      "type": "continuous"
+    },
+    {
+      "name": "ROLE_FAMILY",
+      "type": "continuous"
+    },
+    {
+      "name": "ROLE_CODE",
+      "type": "continuous"
+    }
+  ]
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/input_snapshot.json

@@ -0,0 +1,36 @@
+{
+  "dataset_id": "c9",
+  "model": "ctgan",
+  "inputs": {
+    "train_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-train.csv",
+      "exists": true,
+      "size": 1656550,
+      "sha256": "7fe9e4b6e2719c346fd93c7ada4977430d0c593cc5bdae7442a78886f7b71b9e"
+    },
+    "val_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-val.csv",
+      "exists": true,
+      "size": 207139,
+      "sha256": "01557a0b4304c4b5435df0909d16016ec0ba4ce2c3b31a8815f813ef1376b0b9"
+    },
+    "test_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-test.csv",
+      "exists": true,
+      "size": 207206,
+      "sha256": "6de1346ef61646cbd096588223a049bf26f2b26229ac65b2734fed139f3c06bb"
+    },
+    "profile_json": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c9/c9-dataset_profile.json",
+      "exists": true,
+      "size": 4540,
+      "sha256": "536d3ace5469df116ca00b7544ee8af409fc29edb7e85f365e465a91244a564e"
+    },
+    "contract_json": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c9/c9-dataset_contract_v1.json",
+      "exists": true,
+      "size": 5389,
+      "sha256": "d63ab9aee52c7f931f14b7ad2c9a601b670ba5cd739494b2c4d2e4005430ea6d"
+    }
+  }
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/models_300epochs/train_20260321_072731.log

@@ -0,0 +1,2 @@
+/opt/conda/lib/python3.10/site-packages/torch/autograd/graph.py:841: UserWarning: Attempting to run cuBLAS, but there was no current CUDA context! Attempting to set the primary context... (Triggered internally at /pytorch/aten/src/ATen/cuda/CublasHandlePool.cpp:270.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass

SynthesizePipeline_Archive/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/public_gate/normalized_schema_snapshot.json

@@ -0,0 +1,214 @@
+{
+  "dataset_id": "c9",
+  "target_column": "ROLE_FAMILY",
+  "task_type": "regression",
+  "columns": [
+    {
+      "name": "ACTION",
+      "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": 7.6e-05,
+        "example_values": [
+          "1",
+          "0"
+        ]
+      }
+    },
+    {
+      "name": "RESOURCE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 6690,
+        "unique_ratio": 0.255197,
+        "example_values": [
+          "44623",
+          "74192",
+          "79092",
+          "4675",
+          "37639"
+        ]
+      }
+    },
+    {
+      "name": "MGR_ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 4052,
+        "unique_ratio": 0.154568,
+        "example_values": [
+          "67326",
+          "16850",
+          "5223",
+          "14952",
+          "88170"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_1",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 126,
+        "unique_ratio": 0.004806,
+        "example_values": [
+          "117910",
+          "117961",
+          "118595",
+          "118200",
+          "117978"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_2",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 174,
+        "unique_ratio": 0.006637,
+        "example_values": [
+          "117911",
+          "118225",
+          "118596",
+          "117962",
+          "118201"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_DEPTNAME",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 442,
+        "unique_ratio": 0.016861,
+        "example_values": [
+          "117912",
+          "119092",
+          "81476",
+          "119223",
+          "117941"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_TITLE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118568",
+          "122849",
+          "118054",
+          "119962",
+          "117885"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY_DESC",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2205,
+        "unique_ratio": 0.084112,
+        "example_values": [
+          "198040",
+          "119094",
+          "120238",
+          "168365",
+          "117913"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY",
+      "role": "target",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 67,
+        "unique_ratio": 0.002556,
+        "example_values": [
+          "19721",
+          "119095",
+          "117887",
+          "118205",
+          "270488"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_CODE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118570",
+          "122850",
+          "118055",
+          "119964",
+          "117888"
+        ]
+      }
+    }
+  ]
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/public_gate/public_gate_report.json

@@ -0,0 +1,37 @@
+{
+  "dataset_id": "c9",
+  "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": "ROLE_FAMILY",
+  "task_type": "regression",
+  "input_splits": {
+    "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-train.csv",
+    "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-val.csv",
+    "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-test.csv"
+  }
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/public_gate/staged_input_manifest.json

@@ -0,0 +1,219 @@
+{
+  "dataset_id": "c9",
+  "target_column": "ROLE_FAMILY",
+  "task_type": "regression",
+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/public_gate/public_gate_report.json",
+  "column_schema": [
+    {
+      "name": "ACTION",
+      "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": 7.6e-05,
+        "example_values": [
+          "1",
+          "0"
+        ]
+      }
+    },
+    {
+      "name": "RESOURCE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 6690,
+        "unique_ratio": 0.255197,
+        "example_values": [
+          "44623",
+          "74192",
+          "79092",
+          "4675",
+          "37639"
+        ]
+      }
+    },
+    {
+      "name": "MGR_ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 4052,
+        "unique_ratio": 0.154568,
+        "example_values": [
+          "67326",
+          "16850",
+          "5223",
+          "14952",
+          "88170"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_1",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 126,
+        "unique_ratio": 0.004806,
+        "example_values": [
+          "117910",
+          "117961",
+          "118595",
+          "118200",
+          "117978"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_2",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 174,
+        "unique_ratio": 0.006637,
+        "example_values": [
+          "117911",
+          "118225",
+          "118596",
+          "117962",
+          "118201"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_DEPTNAME",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 442,
+        "unique_ratio": 0.016861,
+        "example_values": [
+          "117912",
+          "119092",
+          "81476",
+          "119223",
+          "117941"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_TITLE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118568",
+          "122849",
+          "118054",
+          "119962",
+          "117885"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY_DESC",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2205,
+        "unique_ratio": 0.084112,
+        "example_values": [
+          "198040",
+          "119094",
+          "120238",
+          "168365",
+          "117913"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY",
+      "role": "target",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 67,
+        "unique_ratio": 0.002556,
+        "example_values": [
+          "19721",
+          "119095",
+          "117887",
+          "118205",
+          "270488"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_CODE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118570",
+          "122850",
+          "118055",
+          "119964",
+          "117888"
+        ]
+      }
+    }
+  ]
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/runtime_result.json

@@ -0,0 +1,14 @@
+{
+  "dataset_id": "c9",
+  "model": "ctgan",
+  "run_id": "ctgan-c9-20260321_072731",
+  "public_gate_status": "pass",
+  "adapter_ready_status": "pass",
+  "train_status": "skipped",
+  "generate_status": "success",
+  "reason_code": null,
+  "reason_detail": null,
+  "artifacts": {
+    "synthetic_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/ctgan-c9-26215-20260330_065329.csv"
+  }
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/staged/ctgan/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-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/staged/ctgan/model_input_manifest.json"
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/staged/ctgan/adapter_transforms_applied.json

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

SynthesizePipeline_Archive/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/staged/ctgan/model_input_manifest.json

@@ -0,0 +1,221 @@
+{
+  "dataset_id": "c9",
+  "model": "ctgan",
+  "target_column": "ROLE_FAMILY",
+  "task_type": "regression",
+  "column_schema": [
+    {
+      "name": "ACTION",
+      "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": 7.6e-05,
+        "example_values": [
+          "1",
+          "0"
+        ]
+      }
+    },
+    {
+      "name": "RESOURCE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 6690,
+        "unique_ratio": 0.255197,
+        "example_values": [
+          "44623",
+          "74192",
+          "79092",
+          "4675",
+          "37639"
+        ]
+      }
+    },
+    {
+      "name": "MGR_ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 4052,
+        "unique_ratio": 0.154568,
+        "example_values": [
+          "67326",
+          "16850",
+          "5223",
+          "14952",
+          "88170"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_1",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 126,
+        "unique_ratio": 0.004806,
+        "example_values": [
+          "117910",
+          "117961",
+          "118595",
+          "118200",
+          "117978"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_2",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 174,
+        "unique_ratio": 0.006637,
+        "example_values": [
+          "117911",
+          "118225",
+          "118596",
+          "117962",
+          "118201"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_DEPTNAME",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 442,
+        "unique_ratio": 0.016861,
+        "example_values": [
+          "117912",
+          "119092",
+          "81476",
+          "119223",
+          "117941"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_TITLE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118568",
+          "122849",
+          "118054",
+          "119962",
+          "117885"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY_DESC",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2205,
+        "unique_ratio": 0.084112,
+        "example_values": [
+          "198040",
+          "119094",
+          "120238",
+          "168365",
+          "117913"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY",
+      "role": "target",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 67,
+        "unique_ratio": 0.002556,
+        "example_values": [
+          "19721",
+          "119095",
+          "117887",
+          "118205",
+          "270488"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_CODE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118570",
+          "122850",
+          "118055",
+          "119964",
+          "117888"
+        ]
+      }
+    }
+  ],
+  "public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/public_gate/staged_input_manifest.json",
+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/public_gate/public_gate_report.json"
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/ctgan/ctgan-c9-20260321_072731/staged/public/staged_features.json

@@ -0,0 +1,52 @@
+[
+  {
+    "feature_name": "ACTION",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "RESOURCE",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "MGR_ID",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_ROLLUP_1",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_ROLLUP_2",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_DEPTNAME",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_TITLE",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_FAMILY_DESC",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_FAMILY",
+    "data_type": "continuous",
+    "is_target": true
+  },
+  {
+    "feature_name": "ROLE_CODE",
+    "data_type": "continuous",
+    "is_target": false
+  }
+]

SynthesizePipeline_Archive/output-SpecializedModels/c9/realtabformer/input_snapshot.json

@@ -0,0 +1,36 @@
+{
+  "dataset_id": "c9",
+  "model": "realtabformer",
+  "inputs": {
+    "train_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-train.csv",
+      "exists": true,
+      "size": 1656550,
+      "sha256": "7fe9e4b6e2719c346fd93c7ada4977430d0c593cc5bdae7442a78886f7b71b9e"
+    },
+    "val_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-val.csv",
+      "exists": true,
+      "size": 207139,
+      "sha256": "01557a0b4304c4b5435df0909d16016ec0ba4ce2c3b31a8815f813ef1376b0b9"
+    },
+    "test_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-test.csv",
+      "exists": true,
+      "size": 207206,
+      "sha256": "6de1346ef61646cbd096588223a049bf26f2b26229ac65b2734fed139f3c06bb"
+    },
+    "profile_json": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c9/c9-dataset_profile.json",
+      "exists": true,
+      "size": 4540,
+      "sha256": "536d3ace5469df116ca00b7544ee8af409fc29edb7e85f365e465a91244a564e"
+    },
+    "contract_json": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c9/c9-dataset_contract_v1.json",
+      "exists": true,
+      "size": 5389,
+      "sha256": "d63ab9aee52c7f931f14b7ad2c9a601b670ba5cd739494b2c4d2e4005430ea6d"
+    }
+  }
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/realtabformer/public_gate/normalized_schema_snapshot.json

@@ -0,0 +1,214 @@
+{
+  "dataset_id": "c9",
+  "target_column": "ROLE_FAMILY",
+  "task_type": "regression",
+  "columns": [
+    {
+      "name": "ACTION",
+      "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": 7.6e-05,
+        "example_values": [
+          "1",
+          "0"
+        ]
+      }
+    },
+    {
+      "name": "RESOURCE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 6690,
+        "unique_ratio": 0.255197,
+        "example_values": [
+          "44623",
+          "74192",
+          "79092",
+          "4675",
+          "37639"
+        ]
+      }
+    },
+    {
+      "name": "MGR_ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 4052,
+        "unique_ratio": 0.154568,
+        "example_values": [
+          "67326",
+          "16850",
+          "5223",
+          "14952",
+          "88170"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_1",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 126,
+        "unique_ratio": 0.004806,
+        "example_values": [
+          "117910",
+          "117961",
+          "118595",
+          "118200",
+          "117978"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_2",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 174,
+        "unique_ratio": 0.006637,
+        "example_values": [
+          "117911",
+          "118225",
+          "118596",
+          "117962",
+          "118201"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_DEPTNAME",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 442,
+        "unique_ratio": 0.016861,
+        "example_values": [
+          "117912",
+          "119092",
+          "81476",
+          "119223",
+          "117941"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_TITLE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118568",
+          "122849",
+          "118054",
+          "119962",
+          "117885"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY_DESC",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2205,
+        "unique_ratio": 0.084112,
+        "example_values": [
+          "198040",
+          "119094",
+          "120238",
+          "168365",
+          "117913"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY",
+      "role": "target",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 67,
+        "unique_ratio": 0.002556,
+        "example_values": [
+          "19721",
+          "119095",
+          "117887",
+          "118205",
+          "270488"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_CODE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118570",
+          "122850",
+          "118055",
+          "119964",
+          "117888"
+        ]
+      }
+    }
+  ]
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/realtabformer/public_gate/public_gate_report.json

@@ -0,0 +1,37 @@
+{
+  "dataset_id": "c9",
+  "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": "ROLE_FAMILY",
+  "task_type": "regression",
+  "input_splits": {
+    "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-train.csv",
+    "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-val.csv",
+    "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-test.csv"
+  }
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/realtabformer/public_gate/staged_input_manifest.json

@@ -0,0 +1,219 @@
+{
+  "dataset_id": "c9",
+  "target_column": "ROLE_FAMILY",
+  "task_type": "regression",
+  "train_csv": "output-SpecializedModels/c9/realtabformer/staged/public/train.csv",
+  "val_csv": "output-SpecializedModels/c9/realtabformer/staged/public/val.csv",
+  "test_csv": "output-SpecializedModels/c9/realtabformer/staged/public/test.csv",
+  "features_json": "output-SpecializedModels/c9/realtabformer/staged/public/staged_features.json",
+  "public_gate_report": "output-SpecializedModels/c9/realtabformer/public_gate/public_gate_report.json",
+  "column_schema": [
+    {
+      "name": "ACTION",
+      "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": 7.6e-05,
+        "example_values": [
+          "1",
+          "0"
+        ]
+      }
+    },
+    {
+      "name": "RESOURCE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 6690,
+        "unique_ratio": 0.255197,
+        "example_values": [
+          "44623",
+          "74192",
+          "79092",
+          "4675",
+          "37639"
+        ]
+      }
+    },
+    {
+      "name": "MGR_ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 4052,
+        "unique_ratio": 0.154568,
+        "example_values": [
+          "67326",
+          "16850",
+          "5223",
+          "14952",
+          "88170"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_1",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 126,
+        "unique_ratio": 0.004806,
+        "example_values": [
+          "117910",
+          "117961",
+          "118595",
+          "118200",
+          "117978"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_2",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 174,
+        "unique_ratio": 0.006637,
+        "example_values": [
+          "117911",
+          "118225",
+          "118596",
+          "117962",
+          "118201"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_DEPTNAME",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 442,
+        "unique_ratio": 0.016861,
+        "example_values": [
+          "117912",
+          "119092",
+          "81476",
+          "119223",
+          "117941"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_TITLE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118568",
+          "122849",
+          "118054",
+          "119962",
+          "117885"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY_DESC",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2205,
+        "unique_ratio": 0.084112,
+        "example_values": [
+          "198040",
+          "119094",
+          "120238",
+          "168365",
+          "117913"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY",
+      "role": "target",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 67,
+        "unique_ratio": 0.002556,
+        "example_values": [
+          "19721",
+          "119095",
+          "117887",
+          "118205",
+          "270488"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_CODE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118570",
+          "122850",
+          "118055",
+          "119964",
+          "117888"
+        ]
+      }
+    }
+  ]
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/realtabformer/rtf-c9-20260322_001619/gen_20260322_044910.log

@@ -0,0 +1,13 @@
+
+  0%|          | 0/1000 [00:00<?, ?it/s]
+ 13%|█▎        | 128/1000 [00:09<01:03, 13.78it/s]
+ 26%|██▌       | 256/1000 [00:18<00:54, 13.57it/s]
+ 38%|███▊      | 384/1000 [00:28<00:46, 13.24it/s]
+ 51%|█████     | 512/1000 [00:38<00:36, 13.34it/s]
+ 64%|██████▍   | 640/1000 [00:44<00:24, 14.96it/s]
+ 77%|███████▋  | 768/1000 [00:54<00:16, 14.22it/s]
+ 90%|████████▉ | 896/1000 [01:04<00:07, 13.86it/s]
+1024it [01:14, 13.64it/s]                         
+1024it [01:14, 13.79it/s]
+Generated 0 invalid samples out of total 1024 samples generated. Sampling efficiency is: 100.0000%
+[benchmark_cli] Generated 1000 rows -> /work/output-SpecializedModels/c9/realtabformer/rtf-c9-20260322_001619/rtf-c9-1000-20260322_044910.csv

SynthesizePipeline_Archive/output-SpecializedModels/c9/realtabformer/rtf-c9-20260322_001619/input_snapshot.json

@@ -0,0 +1,36 @@
+{
+  "dataset_id": "c9",
+  "model": "realtabformer",
+  "inputs": {
+    "train_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-train.csv",
+      "exists": true,
+      "size": 1656550,
+      "sha256": "7fe9e4b6e2719c346fd93c7ada4977430d0c593cc5bdae7442a78886f7b71b9e"
+    },
+    "val_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-val.csv",
+      "exists": true,
+      "size": 207139,
+      "sha256": "01557a0b4304c4b5435df0909d16016ec0ba4ce2c3b31a8815f813ef1376b0b9"
+    },
+    "test_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c9/c9-test.csv",
+      "exists": true,
+      "size": 207206,
+      "sha256": "6de1346ef61646cbd096588223a049bf26f2b26229ac65b2734fed139f3c06bb"
+    },
+    "profile_json": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c9/c9-dataset_profile.json",
+      "exists": true,
+      "size": 4540,
+      "sha256": "536d3ace5469df116ca00b7544ee8af409fc29edb7e85f365e465a91244a564e"
+    },
+    "contract_json": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c9/c9-dataset_contract_v1.json",
+      "exists": true,
+      "size": 5389,
+      "sha256": "d63ab9aee52c7f931f14b7ad2c9a601b670ba5cd739494b2c4d2e4005430ea6d"
+    }
+  }
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/realtabformer/rtf-c9-20260322_001619/realtabformer_features.json

@@ -0,0 +1,52 @@
+[
+  {
+    "feature_name": "ACTION",
+    "data_type": "binary",
+    "is_target": false
+  },
+  {
+    "feature_name": "RESOURCE",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "MGR_ID",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_ROLLUP_1",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_ROLLUP_2",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_DEPTNAME",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_TITLE",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_FAMILY_DESC",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "ROLE_FAMILY",
+    "data_type": "continuous",
+    "is_target": true
+  },
+  {
+    "feature_name": "ROLE_CODE",
+    "data_type": "continuous",
+    "is_target": false
+  }
+]

SynthesizePipeline_Archive/output-SpecializedModels/c9/realtabformer/rtf-c9-20260322_001619/runtime_result.json

@@ -0,0 +1,15 @@
+{
+  "dataset_id": "c9",
+  "model": "realtabformer",
+  "run_id": "rtf-c9-20260322_001619",
+  "public_gate_status": "pass",
+  "adapter_ready_status": "pass",
+  "train_status": "success",
+  "generate_status": "success",
+  "reason_code": null,
+  "reason_detail": null,
+  "artifacts": {
+    "synthetic_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/realtabformer/rtf-c9-20260322_001619/rtf-c9-1000-20260322_044910.csv",
+    "model_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c9/realtabformer/rtf-c9-20260322_001619/models_100epochs"
+  }
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/realtabformer/rtf-c9-20260322_001619/staged/realtabformer/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-SpecializedModels/c9/realtabformer/rtf-c9-20260322_001619/staged/realtabformer/model_input_manifest.json"
+}

SynthesizePipeline_Archive/output-SpecializedModels/c9/realtabformer/rtf-c9-20260328_165229/public_gate/normalized_schema_snapshot.json

@@ -0,0 +1,214 @@
+{
+  "dataset_id": "c9",
+  "target_column": "ROLE_FAMILY",
+  "task_type": "regression",
+  "columns": [
+    {
+      "name": "ACTION",
+      "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": 7.6e-05,
+        "example_values": [
+          "1",
+          "0"
+        ]
+      }
+    },
+    {
+      "name": "RESOURCE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 6690,
+        "unique_ratio": 0.255197,
+        "example_values": [
+          "44623",
+          "74192",
+          "79092",
+          "4675",
+          "37639"
+        ]
+      }
+    },
+    {
+      "name": "MGR_ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 4052,
+        "unique_ratio": 0.154568,
+        "example_values": [
+          "67326",
+          "16850",
+          "5223",
+          "14952",
+          "88170"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_1",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 126,
+        "unique_ratio": 0.004806,
+        "example_values": [
+          "117910",
+          "117961",
+          "118595",
+          "118200",
+          "117978"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_ROLLUP_2",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 174,
+        "unique_ratio": 0.006637,
+        "example_values": [
+          "117911",
+          "118225",
+          "118596",
+          "117962",
+          "118201"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_DEPTNAME",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 442,
+        "unique_ratio": 0.016861,
+        "example_values": [
+          "117912",
+          "119092",
+          "81476",
+          "119223",
+          "117941"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_TITLE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118568",
+          "122849",
+          "118054",
+          "119962",
+          "117885"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY_DESC",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2205,
+        "unique_ratio": 0.084112,
+        "example_values": [
+          "198040",
+          "119094",
+          "120238",
+          "168365",
+          "117913"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_FAMILY",
+      "role": "target",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 67,
+        "unique_ratio": 0.002556,
+        "example_values": [
+          "19721",
+          "119095",
+          "117887",
+          "118205",
+          "270488"
+        ]
+      }
+    },
+    {
+      "name": "ROLE_CODE",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 334,
+        "unique_ratio": 0.012741,
+        "example_values": [
+          "118570",
+          "122850",
+          "118055",
+          "119964",
+          "117888"
+        ]
+      }
+    }
+  ]
+}