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sha256:287f6835c6d89c1245143b25166673da2a55377c2ca2ead7f5bbc0e34cc03c1b +size 1568488 diff --git a/SynthData0523/main/n12/tabdiff/tabdiff-n12-20260501_184309/train_20260501_184309.log b/SynthData0523/main/n12/tabdiff/tabdiff-n12-20260501_184309/train_20260501_184309.log new file mode 100644 index 0000000000000000000000000000000000000000..f608e22e9e9be4c324ba3849d85f0334a42a7c0c --- /dev/null +++ b/SynthData0523/main/n12/tabdiff/tabdiff-n12-20260501_184309/train_20260501_184309.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b69de9d917a8863bd7eea40571c2ec02c4bc71a503575cc4947c5a4f27108032 +size 5281960 diff --git a/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/_tabpfgen_generate.py b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/_tabpfgen_generate.py new file mode 100644 index 0000000000000000000000000000000000000000..0c31568539c2fda5ac12df48e8ca2af38009c14a --- /dev/null +++ b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/_tabpfgen_generate.py @@ -0,0 +1,68 @@ +import numpy as np +import pandas as pd +import json +from tabpfgen import TabPFGen + +df = pd.read_csv("/work/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/public/train.csv") +target_col = "target" + +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 + +# 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 1000 rows via generate_regression") +X_syn, y_syn = gen.generate_regression(X, y, n_samples=1000) + +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] + +syn_df = syn_df[list(df.columns)] +syn_df.to_csv("/work/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/tabpfgen-n12-1000-20260321_065426.csv", index=False) +print(f"[TabPFGen] Saved {len(syn_df)} rows -> /work/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/tabpfgen-n12-1000-20260321_065426.csv") diff --git a/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/gen_20260321_065426.log b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/gen_20260321_065426.log new file mode 100644 index 0000000000000000000000000000000000000000..d7c726c4d6987057bc9f8d801093c45fa0ea4e24 --- /dev/null +++ b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/gen_20260321_065426.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6dda71fbc899b271927469c3c4c43e4d12965e664e25cc3741ba1f0b030f70c +size 1132 diff --git a/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/input_snapshot.json b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..4732f4f65ac1d249b66663b01ecf02d025cf56c2 --- /dev/null +++ b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/input_snapshot.json @@ -0,0 +1,36 @@ +{ + "dataset_id": "n12", + "model": "tabpfgen", + "inputs": { + "train_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n12/n12-train.csv", + "exists": true, + "size": 2720466, + "sha256": "4c3e44750c769fb56cd6224e07240585091e57a4786f4bbd4b914826fe9eedb2" + }, + "val_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n12/n12-val.csv", + "exists": true, + "size": 340170, + "sha256": "761692b00c3ad9e4f07dd51f386f4d42ab2b68ed91f741cd850981f7f5b58fd5" + }, + "test_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n12/n12-test.csv", + "exists": true, + "size": 340296, + "sha256": "6531e89976491f6fb7d02635a2e934e058c1bb15faaf5debc7052fbe5d0b8b81" + }, + "profile_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/n12/n12-dataset_profile.json", + "exists": true, + "size": 2302, + "sha256": "d4fe8e20de077a2855d2af5dd1e73126e04bf2a0741e28ff80368983f126319b" + }, + "contract_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/n12/n12-dataset_contract_v1.json", + "exists": true, + "size": 2472, + "sha256": "856639afabf103741f49f84eac0546ba3f4f3d2258fa3016263682d164e78a7a" + } + } +} \ No newline at end of file diff --git a/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/public_gate/normalized_schema_snapshot.json b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/public_gate/normalized_schema_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..de9552b7c09c03f3ffefc32913ed80e6aa0d5dee --- /dev/null +++ b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/public_gate/normalized_schema_snapshot.json @@ -0,0 +1,88 @@ +{ + "dataset_id": "n12", + "target_column": "target", + "task_type": "classification", + "columns": [ + { + "name": "feature_1", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "74", + "14", + "115", + "130", + "5" + ] + } + }, + { + "name": "feature_2", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "85", + "5", + "116", + "169", + "4" + ] + } + }, + { + "name": "feature_3", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "123", + "186", + "60", + "221", + "0" + ] + } + }, + { + "name": "target", + "role": "target", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 1e-05, + "example_values": [ + "1", + "2" + ] + } + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/public_gate/public_gate_report.json b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/public_gate/public_gate_report.json new file mode 100644 index 0000000000000000000000000000000000000000..956c216ac51e3ac3d437939ae2c2be86873cf48b --- /dev/null +++ b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/public_gate/public_gate_report.json @@ -0,0 +1,37 @@ +{ + "dataset_id": "n12", + "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": "target", + "task_type": "classification", + "input_splits": { + "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n12/n12-train.csv", + "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n12/n12-val.csv", + "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n12/n12-test.csv" + } +} \ No newline at end of file diff --git a/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/public_gate/staged_input_manifest.json b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/public_gate/staged_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..26e91f0f97d16d12fbb8fc7fe31b753d24ee8c84 --- /dev/null +++ b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/public_gate/staged_input_manifest.json @@ -0,0 +1,93 @@ +{ + "dataset_id": "n12", + "target_column": "target", + "task_type": "classification", + "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/public/train.csv", + "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/public/val.csv", + "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/public/test.csv", + "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/public/staged_features.json", + "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/public_gate/public_gate_report.json", + "column_schema": [ + { + "name": "feature_1", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "74", + "14", + "115", + "130", + "5" + ] + } + }, + { + "name": "feature_2", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "85", + "5", + "116", + "169", + "4" + ] + } + }, + { + "name": "feature_3", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "123", + "186", + "60", + "221", + "0" + ] + } + }, + { + "name": "target", + "role": "target", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 1e-05, + "example_values": [ + "1", + "2" + ] + } + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/runtime_result.json b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/runtime_result.json new file mode 100644 index 0000000000000000000000000000000000000000..0e8f7580c722335d746b78631f1330c8d7423a6d --- /dev/null +++ b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/runtime_result.json @@ -0,0 +1,15 @@ +{ + "dataset_id": "n12", + "model": "tabpfgen", + "run_id": "tabpfgen-n12-20260321_065425", + "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/n12/tabpfgen/tabpfgen-n12-20260321_065425/tabpfgen-n12-1000-20260321_065426.csv", + "model_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425" + } +} \ No newline at end of file diff --git a/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/public/staged_features.json b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/public/staged_features.json new file mode 100644 index 0000000000000000000000000000000000000000..d439c0620c179a5a439add22d2a218d42f9ca5d4 --- /dev/null +++ b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/public/staged_features.json @@ -0,0 +1,22 @@ +[ + { + "feature_name": "feature_1", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_2", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_3", + "data_type": 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b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/tabpfgen/adapter_report.json new file mode 100644 index 0000000000000000000000000000000000000000..3098aeff345e7cd61ccfbcb6acd36bba86353f5c --- /dev/null +++ b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/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/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/tabpfgen/model_input_manifest.json" +} \ No newline at end of file diff --git a/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/tabpfgen/adapter_transforms_applied.json b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/tabpfgen/adapter_transforms_applied.json new file mode 100644 index 0000000000000000000000000000000000000000..0637a088a01e8ddab3bf3fa98dbe804cbde1a0dc --- /dev/null +++ b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/tabpfgen/adapter_transforms_applied.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/tabpfgen/model_input_manifest.json b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/tabpfgen/model_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5a61303a93d9540e004b3cc633f540eedc656e7b --- /dev/null +++ b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/tabpfgen/model_input_manifest.json @@ -0,0 +1,95 @@ +{ + "dataset_id": "n12", + "model": "tabpfgen", + "target_column": "target", + "task_type": "classification", + "column_schema": [ + { + "name": "feature_1", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "74", + "14", + "115", + "130", + "5" + ] + } + }, + { + "name": "feature_2", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "85", + "5", + "116", + "169", + "4" + ] + } + }, + { + "name": "feature_3", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "123", + "186", + "60", + "221", + "0" + ] + } + }, + { + "name": "target", + "role": "target", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 1e-05, + "example_values": [ + "1", + "2" + ] + } + } + ], + "public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/public_gate/staged_input_manifest.json", + "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/public/train.csv", + "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/public/val.csv", + "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/public/test.csv", + "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/public/staged_features.json", + "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/public_gate/public_gate_report.json" +} \ No newline at end of file diff --git a/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/tabpfgen-n12-1000-20260321_065426.csv b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/tabpfgen-n12-1000-20260321_065426.csv new file mode 100644 index 0000000000000000000000000000000000000000..04f2d102773eb1152348cb7f4183b022ddebb8ab --- /dev/null +++ b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/tabpfgen-n12-1000-20260321_065426.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:457780c6af4923a9ae36e69f266c626dadefebe51d85dfefedb53690f59568c6 +size 31325 diff --git a/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/tabpfgen_meta.json b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/tabpfgen_meta.json new file mode 100644 index 0000000000000000000000000000000000000000..31184ca3ddcd56a707d24c8a9001764cb09b3ebd --- /dev/null +++ b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/tabpfgen_meta.json @@ -0,0 +1,8 @@ +{ + "csv_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/public/train.csv", + "json_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tabpfgen/tabpfgen-n12-20260321_065425/staged/public/staged_features.json", + "target_col": "target", + "is_classification": false, + "n_rows": 196045, + "n_cols": 4 +} \ No newline at end of file diff --git a/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/train_20260321_065426.log b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/train_20260321_065426.log new file mode 100644 index 0000000000000000000000000000000000000000..26dad92d067a57ad7475527efefd158c7184f97f --- /dev/null +++ b/SynthData0523/main/n12/tabpfgen/tabpfgen-n12-20260321_065425/train_20260321_065426.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85a180550423cd9fd3bf9f015bda0b92878ed4cb55b4f59fd9cb649d76f7c2f6 +size 188 diff --git a/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/_tvae_generate.py b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/_tvae_generate.py new file mode 100644 index 0000000000000000000000000000000000000000..318eee9608f9f4ba2bf7d898150ef078398be1d2 --- /dev/null +++ b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/_tvae_generate.py @@ -0,0 +1,5 @@ +from ctgan.synthesizers.tvae import TVAE +model = TVAE.load("/work/output-SpecializedModels/n12/tvae/tvae-n12-20260320_072508/models_300epochs/tvae_300epochs.pt") +samples = model.sample(196045) +samples.to_csv("/work/output-SpecializedModels/n12/tvae/tvae-n12-20260320_072508/tvae-n12-196045-20260330_070555.csv", index=False) +print(f"[TVAE] Generated 196045 rows -> /work/output-SpecializedModels/n12/tvae/tvae-n12-20260320_072508/tvae-n12-196045-20260330_070555.csv") diff --git a/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/_tvae_train.py b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/_tvae_train.py new file mode 100644 index 0000000000000000000000000000000000000000..6fb7d0fcb258ac29c5c2f9b9ba37404a2050292c --- /dev/null +++ b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/_tvae_train.py @@ -0,0 +1,16 @@ +import json, sys +import pandas as pd +from ctgan.data import read_csv +from ctgan.synthesizers.tvae import TVAE + +csv_path = "/work/DatasetNew/n12/n12-train.csv" +meta_path = "/work/output-SpecializedModels/n12/tvae/tvae-n12-20260320_072508/tvae_metadata.json" +save_path = "/work/output-SpecializedModels/n12/tvae/tvae-n12-20260320_072508/models_300epochs/tvae_300epochs.pt" +epochs = 300 + +data, discrete_columns = read_csv(csv_path, meta_path, header=True, discrete=None) +print(f"[TVAE] Training on {len(data)} rows, {len(data.columns)} cols, epochs={epochs}") +model = TVAE(epochs=epochs, batch_size=500) +model.fit(data, discrete_columns) +model.save(save_path) +print(f"[TVAE] Model saved -> {save_path}") diff --git a/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/gen_20260320_080436.log b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/gen_20260320_080436.log new file mode 100644 index 0000000000000000000000000000000000000000..fb5b4bcab489170a194de03ead0606cf0a4550b9 --- /dev/null +++ b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/gen_20260320_080436.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce80e9a5a844a5b1ac12f51f89cd42f02e03d3d89ac0ddbd7446502151de74d5 +size 129 diff --git a/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/gen_20260330_070555.log b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/gen_20260330_070555.log new file mode 100644 index 0000000000000000000000000000000000000000..97bc879e654f6a4857c84891301c0c6ff8b3c50b --- /dev/null +++ b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/gen_20260330_070555.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1bb262b6bab299c6f86f3dbd11de4468dd078e72f2026036e2344a5ad86bf539 +size 133 diff --git a/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/input_snapshot.json b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..3e4e533e55d6f62020dc2f0bc98b6e33824bf160 --- /dev/null +++ b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/input_snapshot.json @@ -0,0 +1,36 @@ +{ + "dataset_id": "n12", + "model": "tvae", + "inputs": { + "train_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n12/n12-train.csv", + "exists": true, + "size": 2720466, + "sha256": "4c3e44750c769fb56cd6224e07240585091e57a4786f4bbd4b914826fe9eedb2" + }, + "val_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n12/n12-val.csv", + "exists": true, + "size": 340170, + "sha256": "761692b00c3ad9e4f07dd51f386f4d42ab2b68ed91f741cd850981f7f5b58fd5" + }, + "test_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n12/n12-test.csv", + "exists": true, + "size": 340296, + "sha256": "6531e89976491f6fb7d02635a2e934e058c1bb15faaf5debc7052fbe5d0b8b81" + }, + "profile_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/n12/n12-dataset_profile.json", + "exists": true, + "size": 2302, + "sha256": "d4fe8e20de077a2855d2af5dd1e73126e04bf2a0741e28ff80368983f126319b" + }, + "contract_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/n12/n12-dataset_contract_v1.json", + "exists": true, + "size": 2472, + "sha256": "856639afabf103741f49f84eac0546ba3f4f3d2258fa3016263682d164e78a7a" + } + } +} \ No newline at end of file diff --git a/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/models_300epochs/train_20260320_072508.log b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/models_300epochs/train_20260320_072508.log new file mode 100644 index 0000000000000000000000000000000000000000..964bfddf5cd61954075a4936ce506d62c978786a --- /dev/null +++ b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/models_300epochs/train_20260320_072508.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7bcadb8da00d686dcad3dd28c24e81b2daed7226d3d62900a605fbad7b53984 +size 173 diff --git a/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/models_300epochs/tvae_300epochs.pt b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/models_300epochs/tvae_300epochs.pt new file mode 100644 index 0000000000000000000000000000000000000000..7a9c9fbe6d3ba277caf8203e45bb61331f77d048 --- /dev/null +++ b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/models_300epochs/tvae_300epochs.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:79c1cec2d595972cd600205003a670a4e6e05bb7cf6df1fcd0c58ae3f6d78db6 +size 3500396 diff --git a/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/public_gate/normalized_schema_snapshot.json b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/public_gate/normalized_schema_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..de9552b7c09c03f3ffefc32913ed80e6aa0d5dee --- /dev/null +++ b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/public_gate/normalized_schema_snapshot.json @@ -0,0 +1,88 @@ +{ + "dataset_id": "n12", + "target_column": "target", + "task_type": "classification", + "columns": [ + { + "name": "feature_1", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "74", + "14", + "115", + "130", + "5" + ] + } + }, + { + "name": "feature_2", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "85", + "5", + "116", + "169", + "4" + ] + } + }, + { + "name": "feature_3", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "123", + "186", + "60", + "221", + "0" + ] + } + }, + { + "name": "target", + "role": "target", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 1e-05, + "example_values": [ + "1", + "2" + ] + } + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/public_gate/public_gate_report.json b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/public_gate/public_gate_report.json new file mode 100644 index 0000000000000000000000000000000000000000..956c216ac51e3ac3d437939ae2c2be86873cf48b --- /dev/null +++ b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/public_gate/public_gate_report.json @@ -0,0 +1,37 @@ +{ + "dataset_id": "n12", + "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": "target", + "task_type": "classification", + "input_splits": { + "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n12/n12-train.csv", + "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n12/n12-val.csv", + "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n12/n12-test.csv" + } +} \ No newline at end of file diff --git a/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/public_gate/staged_input_manifest.json b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/public_gate/staged_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09339bda8b428cfac8012bf2d11f7bbe46648240 --- /dev/null +++ b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/public_gate/staged_input_manifest.json @@ -0,0 +1,93 @@ +{ + "dataset_id": "n12", + "target_column": "target", + "task_type": "classification", + "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tvae/tvae-n12-20260320_072508/staged/public/train.csv", + "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tvae/tvae-n12-20260320_072508/staged/public/val.csv", + "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tvae/tvae-n12-20260320_072508/staged/public/test.csv", + "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tvae/tvae-n12-20260320_072508/staged/public/staged_features.json", + "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n12/tvae/tvae-n12-20260320_072508/public_gate/public_gate_report.json", + "column_schema": [ + { + "name": "feature_1", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "74", + "14", + "115", + "130", + "5" + ] + } + }, + { + "name": "feature_2", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "85", + "5", + "116", + "169", + "4" + ] + } + }, + { + "name": "feature_3", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 256, + "unique_ratio": 0.001306, + "example_values": [ + "123", + "186", + "60", + "221", + "0" + ] + } + }, + { + "name": "target", + "role": "target", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 1e-05, + "example_values": [ + "1", + "2" + ] + } + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/runtime_result.json b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/runtime_result.json new file mode 100644 index 0000000000000000000000000000000000000000..453c0b4330090cce4e0d25b00df9548f8c7b796a --- /dev/null +++ b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/runtime_result.json @@ -0,0 +1,14 @@ +{ + "dataset_id": "n12", + "model": "tvae", + "run_id": "tvae-n12-20260320_072508", + "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/n12/tvae/tvae-n12-20260320_072508/tvae-n12-196045-20260330_070555.csv" + } +} \ No newline at end of file diff --git a/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/staged/public/staged_features.json b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/staged/public/staged_features.json new file mode 100644 index 0000000000000000000000000000000000000000..d439c0620c179a5a439add22d2a218d42f9ca5d4 --- /dev/null +++ b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/staged/public/staged_features.json @@ -0,0 +1,22 @@ +[ + { + "feature_name": "feature_1", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_2", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_3", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "target", + "data_type": "continuous", + "is_target": true + } +] \ No newline at end of file diff --git a/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/staged/public/test.csv b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/staged/public/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..337e8e477426cd837a2169731ff6ef5025d06f36 --- /dev/null +++ b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/staged/public/test.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4972eb2812d325c143ec99492afa470fe047141a9bdf34893ec0133a12b8dc26 +size 315789 diff --git a/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/staged/public/train.csv b/SynthData0523/main/n12/tvae/tvae-n12-20260320_072508/staged/public/train.csv new file mode 100644 index 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