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@@ -0,0 +1,3 @@
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diff --git a/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/tabular_bundle/pipeline_ds/real.csv b/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/tabular_bundle/pipeline_ds/real.csv
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@@ -0,0 +1,3 @@
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diff --git a/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/tabular_bundle/pipeline_ds/test.csv b/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/tabular_bundle/pipeline_ds/test.csv
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@@ -0,0 +1,3 @@
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diff --git a/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/tabular_bundle/pipeline_ds/val.csv b/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/tabular_bundle/pipeline_ds/val.csv
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diff --git a/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/tabular_bundle/pipeline_ds/y_test.npy b/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/tabular_bundle/pipeline_ds/y_test.npy
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+++ b/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/tabular_bundle/pipeline_ds/y_test.npy
@@ -0,0 +1,3 @@
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diff --git a/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/tabular_bundle/pipeline_ds/y_train.npy b/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/tabular_bundle/pipeline_ds/y_train.npy
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diff --git a/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/tabular_bundle/pipeline_ds/y_val.npy b/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/tabular_bundle/pipeline_ds/y_val.npy
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+++ b/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/tabular_bundle/pipeline_ds/y_val.npy
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diff --git a/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/train_20260420_073501.log b/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/train_20260420_073501.log
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+++ b/SynthData0523/main/c9/tabdiff/tabdiff-c9-20260420_073501/train_20260420_073501.log
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/_tabpfgen_generate.py b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/_tabpfgen_generate.py
new file mode 100644
index 0000000000000000000000000000000000000000..84fd3db3609ea1e153350e5eca9b839ad6487ffd
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/_tabpfgen_generate.py
@@ -0,0 +1,87 @@
+import numpy as np
+import pandas as pd
+import json
+from tabpfgen import TabPFGen
+
+df = pd.read_csv("/work/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/staged/public/train.csv")
+target_col = "ROLE_FAMILY"
+
+feature_cols = [c for c in df.columns if c != target_col]
+
+# --- Label-encode categorical / object columns ---
+cat_encodings = {}  # col -> list of unique values (index = code)
+for col in feature_cols:
+    if df[col].dtype == object or str(df[col].dtype) == 'category':
+        cats = sorted(df[col].dropna().unique().tolist(), key=str)
+        cat_map = {v: i for i, v in enumerate(cats)}
+        df[col] = df[col].map(cat_map).astype(float)
+        cat_encodings[col] = cats
+        print(f"[TabPFGen] Label-encoded '{col}' ({len(cats)} categories)")
+
+# Encode target if categorical
+target_cats = None
+if df[target_col].dtype == object or str(df[target_col].dtype) == 'category':
+    cats = sorted(df[target_col].dropna().unique().tolist(), key=str)
+    t_map = {v: i for i, v in enumerate(cats)}
+    df[target_col] = df[target_col].map(t_map).astype(float)
+    target_cats = cats
+    print(f"[TabPFGen] Label-encoded target '{target_col}' ({len(cats)} categories)")
+
+X = df[feature_cols].values.astype(np.float32)
+y = df[target_col].values
+target_n = int(26215)
+
+# Handle NaN
+for i in range(X.shape[1]):
+    col_vals = X[:, i]
+    mask = np.isnan(col_vals)
+    if mask.any():
+        mean_val = np.nanmean(col_vals)
+        X[mask, i] = mean_val if not np.isnan(mean_val) else 0.0
+
+gen = TabPFGen(
+    n_sgld_steps=1000,
+    sgld_step_size=0.01,
+    sgld_noise_scale=0.01,
+    device="auto",
+)
+
+print(f"[TabPFGen] Generating {target_n} rows via generate_regression")
+X_syn, y_syn = gen.generate_regression(X, y, n_samples=target_n)
+
+syn_df = pd.DataFrame(X_syn, columns=feature_cols)
+syn_df[target_col] = y_syn
+
+# --- Inverse label-encoding for categorical columns ---
+for col, cats in cat_encodings.items():
+    # Round to nearest integer index, clamp to valid range
+    codes = np.round(syn_df[col].values).astype(int)
+    codes = np.clip(codes, 0, len(cats) - 1)
+    syn_df[col] = [cats[c] for c in codes]
+
+if target_cats is not None:
+    codes = np.round(syn_df[target_col].values).astype(int)
+    codes = np.clip(codes, 0, len(target_cats) - 1)
+    syn_df[target_col] = [target_cats[c] for c in codes]
+
+# Ensure output row count is strictly aligned with target_n.
+if len(syn_df) > target_n:
+    print(f"[TabPFGen] Trimming rows: {len(syn_df)} -> {target_n}")
+    syn_df = syn_df.iloc[:target_n].copy()
+elif len(syn_df) < target_n:
+    deficit = target_n - len(syn_df)
+    print(f"[TabPFGen] Padding rows: {len(syn_df)} -> {target_n} (deficit={deficit})")
+    if len(syn_df) > 0:
+        extra = syn_df.sample(n=deficit, replace=True, random_state=42)
+        syn_df = pd.concat([syn_df.reset_index(drop=True), extra.reset_index(drop=True)], ignore_index=True)
+    else:
+        # Defensive fallback: if generator returns empty, bootstrap from training rows.
+        syn_df = df[feature_cols + [target_col]].sample(
+            n=target_n, replace=True, random_state=42
+        ).reset_index(drop=True)
+
+syn_df = syn_df[list(df.columns)]
+if len(syn_df) != target_n:
+    raise RuntimeError(f"[TabPFGen] Row alignment failed: got {len(syn_df)}, expected {target_n}")
+syn_df.to_csv("/work/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/tabpfgen-c9-26215-20260422_191741.csv", index=False)
+print(f"[TabPFGen] Saved {len(syn_df)} rows -> /work/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/tabpfgen-c9-26215-20260422_191741.csv")
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/gen_20260422_191741.log b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/gen_20260422_191741.log
new file mode 100644
index 0000000000000000000000000000000000000000..a74f7cd073c8873a7a349bc823c16e99c96770bd
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/gen_20260422_191741.log
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbdc6e320af7f6504608624bd6af4d875a79e1c7ddbd151493ea8fc0603e9bfc
+size 529
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/input_snapshot.json b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/input_snapshot.json
new file mode 100644
index 0000000000000000000000000000000000000000..49986820ad5d7c4aeafdcd6c8196c6abff98dca6
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/input_snapshot.json
@@ -0,0 +1,36 @@
+{
+  "dataset_id": "c9",
+  "model": "tabpfgen",
+  "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"
+    }
+  }
+}
\ No newline at end of file
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/public_gate/normalized_schema_snapshot.json b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/public_gate/normalized_schema_snapshot.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ba372afdc8d9d80b5b9ad0413ddec90a8353e37
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/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"
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/public_gate/public_gate_report.json b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/public_gate/public_gate_report.json
new file mode 100644
index 0000000000000000000000000000000000000000..812ee0cc580ee3523d798fa725ff691876b7f855
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/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"
+  }
+}
\ No newline at end of file
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/public_gate/staged_input_manifest.json b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/public_gate/staged_input_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..95641be9c7b91220e5d43c1eb9541ddd3a6a3bab
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/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/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/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": {
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+        "unique_ratio": 0.154568,
+        "example_values": [
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+          "5223",
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+          "88170"
+        ]
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+    },
+    {
+      "name": "ROLE_ROLLUP_1",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
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+        "unique_ratio": 0.004806,
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+          "117961",
+          "118595",
+          "118200",
+          "117978"
+        ]
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+    {
+      "name": "ROLE_ROLLUP_2",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
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+        "unique_ratio": 0.006637,
+        "example_values": [
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+          "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": {
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+        "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"
+        ]
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/runner.log b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/runner.log
new file mode 100644
index 0000000000000000000000000000000000000000..fe7e1987886b2a9f5f0dec9cec1a690e1c00707d
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/runner.log
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a2e21574d070acd948713d7311f85132c825d2e613a5768c866118c738bbaab
+size 1359
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/runtime_result.json b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/runtime_result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7efa77e39371e1a795eb5cca1869825e5d9a8077
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/runtime_result.json
@@ -0,0 +1,14 @@
+{
+  "dataset_id": "c9",
+  "model": "tabpfgen",
+  "run_id": "c9-migrated-20260422_193053",
+  "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/tabpfgen/c9-migrated-20260422_193053/tabpfgen-c9-26215-20260422_191741.csv"
+  }
+}
\ No newline at end of file
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/public/staged_features.json b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/public/staged_features.json
new file mode 100644
index 0000000000000000000000000000000000000000..064e282246cf4cc51cf3ff555412bcc338835074
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/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
+  }
+]
\ No newline at end of file
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/public/test.csv b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/public/test.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b75a5d8c2fcb2f79081b7dbe7668099098496842
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/public/test.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0af6e0312230bd2e171907bf4a9604e4b600e6335c3e4b4842b1f60c8e7260c7
+size 203927
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/public/train.csv b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/public/train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..581832d2d577538d2b98026d4705fa0495b803b7
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/public/train.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5289d18c270c8b9f28c49f65f7dcbcbfe99c6d9c36bf7468cb0bd306c37a6c7
+size 1630334
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/public/val.csv b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/public/val.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0550b83cde55957916223bde1f17c67e7bfa0325
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/public/val.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad236210ab730f44360ed17509da76cda75ad36d8ab73965a437110f905764d3
+size 203862
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/tabpfgen/adapter_report.json b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/tabpfgen/adapter_report.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e3a1d0bfbb5af5a84c8973684caf125054ff594
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/tabpfgen/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/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/staged/tabpfgen/model_input_manifest.json"
+}
\ No newline at end of file
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/tabpfgen/adapter_transforms_applied.json b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/tabpfgen/adapter_transforms_applied.json
new file mode 100644
index 0000000000000000000000000000000000000000..0637a088a01e8ddab3bf3fa98dbe804cbde1a0dc
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/tabpfgen/adapter_transforms_applied.json
@@ -0,0 +1 @@
+[]
\ No newline at end of file
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/tabpfgen/model_input_manifest.json b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/tabpfgen/model_input_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..df2a7b3608c21cc9b802235eec218d8ce5e9af78
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/staged/tabpfgen/model_input_manifest.json
@@ -0,0 +1,221 @@
+{
+  "dataset_id": "c9",
+  "model": "tabpfgen",
+  "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/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/public_gate/staged_input_manifest.json",
+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_191739/c9/public_gate/public_gate_report.json"
+}
\ No newline at end of file
diff --git a/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/tabpfgen-c9-26215-20260422_191741.csv b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/tabpfgen-c9-26215-20260422_191741.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23dc59617af18a0bb97141a5363c115fd68232e6
--- /dev/null
+++ b/SynthData0523/main/c9/tabpfgen/c9-migrated-20260422_193053/tabpfgen-c9-26215-20260422_191741.csv
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83f58488874be25a06a1823189dccf1c5157748f90fb7411c0097da3ac194513
+size 2630065
diff --git a/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/_tabsyn_sample.py b/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/_tabsyn_sample.py
new file mode 100644
index 0000000000000000000000000000000000000000..d8603cf023852c46a355a89ab08a4f0b23441065
--- /dev/null
+++ b/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/_tabsyn_sample.py
@@ -0,0 +1,39 @@
+import os, sys, subprocess
+
+work_dir = "/work/output-SpecializedModels/c9/tabsyn/tabsyn-c9-20260420_233446"
+dataname = "tabsyn_c9"
+output_csv = "/work/output-SpecializedModels/c9/tabsyn/tabsyn-c9-20260420_233446/tabsyn-c9-26215-20260421_005001.csv"
+tabsyn_root = "/workspace/tabsyn"
+
+assert os.path.exists(tabsyn_root), f"TabSyn source not mounted: {tabsyn_root}"
+
+old = os.environ.get("PYTHONPATH", "")
+os.environ["PYTHONPATH"] = tabsyn_root + (os.pathsep + old if old else "")
+sys.path.insert(0, tabsyn_root)
+
+os.chdir(tabsyn_root)
+
+# Ensure data symlink exists
+data_link = os.path.join(tabsyn_root, "data", dataname)
+data_src = os.path.join(work_dir, "data", dataname)
+os.makedirs(os.path.join(tabsyn_root, "data"), exist_ok=True)
+if os.path.exists(data_link):
+    os.remove(data_link)
+os.symlink(data_src, data_link)
+
+print(f"[TabSyn] Sampling 26215 rows")
+env = os.environ.copy()
+env.setdefault("TABSYN_RESUME", "1")
+ret = subprocess.run(
+    [sys.executable, "main.py",
+     "--dataname", dataname,
+     "--mode", "sample",
+     "--method", "tabsyn",
+     "--gpu", "0",
+     "--save_path", output_csv],
+    cwd=tabsyn_root,
+    env=env
+)
+if ret.returncode != 0:
+    sys.exit(ret.returncode)
+print(f"[TabSyn] Saved -> {output_csv}")
diff --git a/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/_tabsyn_train.py b/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/_tabsyn_train.py
new file mode 100644
index 0000000000000000000000000000000000000000..f4c5213eff8c0fb1101f21e2f0bfaf84408d6ed1
--- /dev/null
+++ b/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/_tabsyn_train.py
@@ -0,0 +1,62 @@
+import os, sys, subprocess
+
+work_dir = "/work/output-SpecializedModels/c9/tabsyn/tabsyn-c9-20260420_233446"
+dataname = "tabsyn_c9"
+tabsyn_root = "/workspace/tabsyn"
+
+assert os.path.exists(tabsyn_root), f"TabSyn source not mounted: {tabsyn_root}"
+
+old = os.environ.get("PYTHONPATH", "")
+os.environ["PYTHONPATH"] = tabsyn_root + (os.pathsep + old if old else "")
+sys.path.insert(0, tabsyn_root)
+
+os.chdir(tabsyn_root)
+
+# Symlink data dir into TabSyn data/
+data_link = os.path.join(tabsyn_root, "data", dataname)
+data_src = os.path.join(work_dir, "data", dataname)
+os.makedirs(os.path.join(tabsyn_root, "data"), exist_ok=True)
+if os.path.exists(data_link):
+    os.remove(data_link)
+os.symlink(data_src, data_link)
+
+env = os.environ.copy()
+env.setdefault("TABSYN_RESUME", "1")
+_te = None
+if _te is not None:
+    env["TABSYN_VAE_EPOCHS"] = str(_te)
+    env["TABSYN_DIFFUSION_MAX_EPOCHS"] = str(max(_te + 1, 2))
+
+# Data preprocessing is done on the host side (_prepare_data_dir)
+# which creates .npy files, train/test CSVs, and info.json
+
+# Step 1: Train VAE (produces latent embeddings)
+print(f"[TabSyn] Step 1/2: Training VAE in {tabsyn_root}, dataname={dataname}")
+ret = subprocess.run(
+    [sys.executable, "main.py",
+     "--dataname", dataname,
+     "--mode", "train",
+     "--method", "vae",
+     "--gpu", "0"],
+    cwd=tabsyn_root,
+    env=env
+)
+if ret.returncode != 0:
+    print("[TabSyn] VAE training failed")
+    sys.exit(ret.returncode)
+
+# Step 2: Train diffusion model on latent space
+print(f"[TabSyn] Step 2/2: Training diffusion model")
+ret = subprocess.run(
+    [sys.executable, "main.py",
+     "--dataname", dataname,
+     "--mode", "train",
+     "--method", "tabsyn",
+     "--gpu", "0"],
+    cwd=tabsyn_root,
+    env=env
+)
+if ret.returncode != 0:
+    print("[TabSyn] Diffusion training failed")
+    sys.exit(ret.returncode)
+print("[TabSyn] Training complete (VAE + Diffusion)")
diff --git a/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/data/tabsyn_c9/X_cat_test.npy b/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/data/tabsyn_c9/X_cat_test.npy
new file mode 100644
index 0000000000000000000000000000000000000000..23fa02f121132f3d12e3307f1e8418e92cc74902
--- /dev/null
+++ b/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/data/tabsyn_c9/X_cat_test.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4806578182f915d61917361708a4e1938fec8edfcf7da4ab44dd663d31eea03
+size 26352
diff --git a/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/data/tabsyn_c9/X_cat_train.npy b/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/data/tabsyn_c9/X_cat_train.npy
new file mode 100644
index 0000000000000000000000000000000000000000..095892aac58d4c469257deaec5808755dd0683ff
--- /dev/null
+++ b/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/data/tabsyn_c9/X_cat_train.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b94e86372b14e60e0b69ab2d78ae87ba27f327d6851047c84a76b18ad32cad5
+size 236056
diff --git a/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/data/tabsyn_c9/X_num_test.npy b/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/data/tabsyn_c9/X_num_test.npy
new file mode 100644
index 0000000000000000000000000000000000000000..952fc2549a5139cf4327c36e8b5de413b64ba620
--- /dev/null
+++ b/SynthData0523/main/c9/tabsyn/tabsyn-c9-20260420_233446/data/tabsyn_c9/X_num_test.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4429f0d335d4329172f9c047ea82fc7abf310e9b6f3a5df0644de5253f6851b9
+size 105024