Resume SynthData0523 main/c8 batch 2

.gitattributes

@@ -5764,3 +5764,36 @@ SynthData0523/main/c8/ctgan/ctgan-c8-20260321_071354/ctgan-c8-1000-20260321_0727
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SynthData0523/main/c8/ctgan/ctgan-c8-20260321_071354/public_gate/public_gate_report.json

@@ -0,0 +1,37 @@
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+}

SynthData0523/main/c8/ctgan/ctgan-c8-20260321_071354/public_gate/staged_input_manifest.json

@@ -0,0 +1,578 @@
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SynthData0523/main/c8/ctgan/ctgan-c8-20260321_071354/runtime_result.json

@@ -0,0 +1,14 @@
+{
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+  "model": "ctgan",
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+}

SynthData0523/main/c8/ctgan/ctgan-c8-20260321_071354/staged/ctgan/adapter_report.json

@@ -0,0 +1,7 @@
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SynthData0523/main/c8/ctgan/ctgan-c8-20260321_071354/staged/ctgan/adapter_transforms_applied.json

@@ -0,0 +1 @@
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SynthData0523/main/c8/ctgan/ctgan-c8-20260321_071354/staged/ctgan/model_input_manifest.json

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+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c8/ctgan/ctgan-c8-20260321_071354/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c8/ctgan/ctgan-c8-20260321_071354/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c8/ctgan/ctgan-c8-20260321_071354/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c8/ctgan/ctgan-c8-20260321_071354/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c8/ctgan/ctgan-c8-20260321_071354/public_gate/public_gate_report.json"
+}

SynthData0523/main/c8/ctgan/ctgan-c8-20260321_071354/staged/public/staged_features.json

@@ -0,0 +1,157 @@
+[
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+    "is_target": false
+  },
+  {
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+  {
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+    "data_type": "continuous",
+    "is_target": true
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+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "Prefix_Suffix",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "having_Sub_Domain",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
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+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "Domain_registeration_length",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "Favicon",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
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+    "data_type": "continuous",
+    "is_target": false
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+    "data_type": "continuous",
+    "is_target": false
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+    "data_type": "continuous",
+    "is_target": false
+  },
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+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
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+    "data_type": "continuous",
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+  },
+  {
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+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
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+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
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+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "Redirect",
+    "data_type": "binary",
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+  {
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+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
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+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
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+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
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+  },
+  {
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+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
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+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "web_traffic",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "Page_Rank",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
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+    "data_type": "continuous",
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+  },
+  {
+    "feature_name": "Links_pointing_to_page",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "Statistical_report",
+    "data_type": "continuous",
+    "is_target": false
+  },
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SynthData0523/main/c8/forestdiffusion/forest-c8-20260419_200956/_fd_gen.py

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+
+import joblib, pandas as pd
+m, meta = joblib.load(r'/work/output-SpecializedModels/c8/forestdiffusion/forest-c8-20260419_200956/forestdiffusion_model.joblib')
+# generate：batch_size 为样本数
+arr = m.generate(batch_size=int(8844))
+df = pd.DataFrame(arr, columns=meta["column_names"])
+df.to_csv(r'/work/output-SpecializedModels/c8/forestdiffusion/forest-c8-20260419_200956/forest-c8-8844-20260420_193824.csv', index=False)
+print("saved", len(df))

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+
+import shutil, json
+shutil.copy(r'/work/output-SpecializedModels/c8/forestdiffusion/forest-c8-20260419_200956/_fd_X_host.npy', '/tmp/fd_X.npy')
+with open(r'/work/output-SpecializedModels/c8/forestdiffusion/forest-c8-20260419_200956/_fd_meta_host.json') as f:
+    open('/tmp/fd_meta.json','w').write(f.read())
+
+import numpy as np, joblib, json, os
+from ForestDiffusion import ForestDiffusionModel
+X = np.load("/tmp/fd_X.npy")
+with open("/tmp/fd_meta.json") as f:
+    meta = json.load(f)
+cat_indexes = meta["cat_indexes"]
+m = ForestDiffusionModel(
+    X, n_t=20, n_estimators=100, duplicate_K=20, n_jobs=2,
+    model="xgboost", max_depth=6, tree_method="hist", cat_indexes=cat_indexes,
+)
+joblib.dump((m, meta), "/tmp/fd_model.joblib")
+print("ForestDiffusion train OK")
+
+shutil.copy('/tmp/fd_model.joblib', r'/work/output-SpecializedModels/c8/forestdiffusion/forest-c8-20260419_200956/forestdiffusion_model.joblib')

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SynthData0523/main/c8/realtabformer/rtf-c8-20260328_150848/public_gate/public_gate_report.json

@@ -0,0 +1,37 @@
+{
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+      "status": "pass"
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+      "status": "pass"
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+      "status": "pass"
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+      "status": "pass"
+    },
+    {
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+      "status": "pass"
+    },
+    {
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+      "status": "pass"
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+  "target_column": "having_At_Symbol",
+  "task_type": "classification",
+  "input_splits": {
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+    "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c8/c8-val.csv",
+    "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c8/c8-test.csv"
+  }
+}

SynthData0523/main/c8/realtabformer/rtf-c8-20260328_150848/public_gate/staged_input_manifest.json

@@ -0,0 +1,578 @@
+{
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+  "target_column": "having_At_Symbol",
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+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c8/realtabformer/rtf-c8-20260328_150848/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c8/realtabformer/rtf-c8-20260328_150848/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c8/realtabformer/rtf-c8-20260328_150848/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c8/realtabformer/rtf-c8-20260328_150848/public_gate/public_gate_report.json",
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