diff --git a/.gitattributes b/.gitattributes index 6396563878bbbed9485827b7ae73d5ffa0d73d4c..eb8987912821a0025631675043890356242c3eb6 100644 --- a/.gitattributes +++ b/.gitattributes @@ -12090,3 +12090,49 @@ SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/staged/tabdiff/adapte SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/staged/tabdiff/adapter_transforms_applied.json filter=lfs diff=lfs merge=lfs -text SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/staged/tabdiff/model_input_manifest.json filter=lfs diff=lfs merge=lfs -text SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabdiff-n14-1600-20260501_191104.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabdiff_train_meta.json filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_cat_test.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_cat_train.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_cat_val.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_num_test.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_num_train.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_num_val.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/info.json filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/real.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/test.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/val.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/y_test.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/y_train.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/y_val.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/train_20260501_190808.log filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/gen_20260422_070321.log filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/runner.log filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/tabpfgen-n14-1600-20260422_070321.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_cat_test.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_cat_train.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_num_test.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_num_train.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/test.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/train.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/y_test.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/y_train.npy filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/gen_20260427_025138.log filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/synthetic/tabsyn_n14/real.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/synthetic/tabsyn_n14/test.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/tabsyn-n14-1600-20260427_025138.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/train_20260427_025120.log filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/gen_20260328_054243.log filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/gen_20260330_070617.log filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/models_300epochs/train_20260328_053617.log filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/models_300epochs/tvae_300epochs.pt filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/tvae-n14-1000-20260328_054243.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/tvae-n14-1600-20260330_070617.csv filter=lfs diff=lfs merge=lfs -text diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabdiff_train_meta.json b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabdiff_train_meta.json new file mode 100644 index 0000000000000000000000000000000000000000..14b2a704efd3d52b95263d5c81b6423fab226403 --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabdiff_train_meta.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d45f0cd6e75b9687e8390ef7b963d5c46601536f2e5a9d4c49bc34c93c96f8a +size 83 diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_cat_test.npy b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_cat_test.npy new file mode 100644 index 0000000000000000000000000000000000000000..64874641234a29072f69e1849f09d63077f3d246 --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_cat_test.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:acf6e8882485ee3b0c6f3807cc8be4986b0a6158e264ff07b50bb3b064c32df5 +size 128 diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_cat_train.npy b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_cat_train.npy new file mode 100644 index 0000000000000000000000000000000000000000..64874641234a29072f69e1849f09d63077f3d246 --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_cat_train.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:acf6e8882485ee3b0c6f3807cc8be4986b0a6158e264ff07b50bb3b064c32df5 +size 128 diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_cat_val.npy b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_cat_val.npy new file mode 100644 index 0000000000000000000000000000000000000000..64874641234a29072f69e1849f09d63077f3d246 --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_cat_val.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:acf6e8882485ee3b0c6f3807cc8be4986b0a6158e264ff07b50bb3b064c32df5 +size 128 diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_num_test.npy b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_num_test.npy new file mode 100644 index 0000000000000000000000000000000000000000..aeafb9d7fb6d9d1b1dcede7200d360f6194fb6de --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_num_test.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:720909250baaad32f225205c0d03e19f433b3164e3391cd3d6f1e28d6a78e664 +size 326528 diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_num_train.npy b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_num_train.npy new file mode 100644 index 0000000000000000000000000000000000000000..aeafb9d7fb6d9d1b1dcede7200d360f6194fb6de --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_num_train.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:720909250baaad32f225205c0d03e19f433b3164e3391cd3d6f1e28d6a78e664 +size 326528 diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_num_val.npy b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_num_val.npy new file mode 100644 index 0000000000000000000000000000000000000000..aeafb9d7fb6d9d1b1dcede7200d360f6194fb6de --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/X_num_val.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:720909250baaad32f225205c0d03e19f433b3164e3391cd3d6f1e28d6a78e664 +size 326528 diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/info.json b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/info.json new file mode 100644 index 0000000000000000000000000000000000000000..3488965afa0e0b383fee7cea55dc1cdc61f71a9b --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/info.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc55b8625d691cd8b57ca03104cb986c4082379ee241778f91dcf4411f15658b +size 9555 diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/real.csv b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/real.csv new file mode 100644 index 0000000000000000000000000000000000000000..ef3fec8c2bde725131e9d4c9430834d9fb038683 --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/real.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ed48c8c3d2ab5fc75fd9d1da3f953b1cc4296de09f79b942f2ccb80e1b9f785 +size 700250 diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/test.csv b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..ef3fec8c2bde725131e9d4c9430834d9fb038683 --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/test.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ed48c8c3d2ab5fc75fd9d1da3f953b1cc4296de09f79b942f2ccb80e1b9f785 +size 700250 diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/val.csv b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/val.csv new file mode 100644 index 0000000000000000000000000000000000000000..ef3fec8c2bde725131e9d4c9430834d9fb038683 --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/val.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ed48c8c3d2ab5fc75fd9d1da3f953b1cc4296de09f79b942f2ccb80e1b9f785 +size 700250 diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/y_test.npy b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/y_test.npy new file mode 100644 index 0000000000000000000000000000000000000000..abf87f43207e359d239b4f501577e667e10926dc --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/y_test.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:76ab46d6c4b1f15f80bbdd93ef0d068b0f7a70ef372471360cf8a28469f65b8a +size 12928 diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/y_train.npy b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/y_train.npy new file mode 100644 index 0000000000000000000000000000000000000000..abf87f43207e359d239b4f501577e667e10926dc --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/y_train.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:76ab46d6c4b1f15f80bbdd93ef0d068b0f7a70ef372471360cf8a28469f65b8a +size 12928 diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/y_val.npy b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/y_val.npy new file mode 100644 index 0000000000000000000000000000000000000000..abf87f43207e359d239b4f501577e667e10926dc --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/tabular_bundle/pipeline_n14/y_val.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:76ab46d6c4b1f15f80bbdd93ef0d068b0f7a70ef372471360cf8a28469f65b8a +size 12928 diff --git a/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/train_20260501_190808.log b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/train_20260501_190808.log new file mode 100644 index 0000000000000000000000000000000000000000..1cc291f394a4199c81ac862a6485b752163c24ee --- /dev/null +++ b/SynthData0523/main/n14/tabdiff/tabdiff-n14-20260501_190808/train_20260501_190808.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d0f4965c4137be2bd424593ba53256676feb5a632f2c727fea28be75e166127 +size 291785 diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/_tabpfgen_generate.py b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/_tabpfgen_generate.py new file mode 100644 index 0000000000000000000000000000000000000000..6ef15d4b368ced8c823102a92cdd80e80f5623a2 --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/_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/temp/tabpfgen_regen_parallel_deadline/20260422_070318/n14/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 1600 rows via generate_regression") +X_syn, y_syn = gen.generate_regression(X, y, n_samples=1600) + +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/temp/tabpfgen_regen_parallel_deadline/20260422_070318/n14/tabpfgen-n14-1600-20260422_070321.csv", index=False) +print(f"[TabPFGen] Saved {len(syn_df)} rows -> /work/temp/tabpfgen_regen_parallel_deadline/20260422_070318/n14/tabpfgen-n14-1600-20260422_070321.csv") diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/gen_20260422_070321.log b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/gen_20260422_070321.log new file mode 100644 index 0000000000000000000000000000000000000000..12424f492c7d3da3e6465cab60c395e132de7d35 --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/gen_20260422_070321.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:14500da4bc1e18c78df0036596c58dfc073580aecc607c38698985b1d3eef715 +size 476 diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/input_snapshot.json b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..fe4d5235733b4a2e5c84ce61e5556f65bb135a74 --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/input_snapshot.json @@ -0,0 +1,36 @@ +{ + "dataset_id": "n14", + "model": "tabpfgen", + "inputs": { + "train_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-train.csv", + "exists": true, + "size": 702264, + "sha256": "c4d6be3b7e94192997cf6a7836967f58c81079d9c2138a2cfcf955c13aa15e3f" + }, + "val_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-val.csv", + "exists": true, + "size": 87778, + "sha256": "7ca6224c7c5ed163809dd10891b3d87cd2d9bf92708c67ddde10965f7972a8bc" + }, + "test_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-test.csv", + "exists": true, + "size": 88842, + "sha256": "529f75aa89ef252d65914fcfea0802f435f6463ccb22a9cbdc24ded47044fe39" + }, + "profile_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/n14/n14-dataset_profile.json", + "exists": true, + "size": 20383, + "sha256": "e98be1218eb7a3a687f66d23b695e6828c361bd4b711b6ca47aa5b94bc5c98d0" + }, + "contract_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/n14/n14-dataset_contract_v1.json", + "exists": true, + "size": 25799, + "sha256": "93b011e83e03229ee54f4294931fb1f5334df5c063644c7f6e7c72693ebe8953" + } + } +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/public_gate/normalized_schema_snapshot.json b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/public_gate/normalized_schema_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..63ac42038f4306e19b8adc593465912a716a213b --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/public_gate/normalized_schema_snapshot.json @@ -0,0 +1,1099 @@ +{ + "dataset_id": "n14", + "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": 590, + "unique_ratio": 0.36875, + "example_values": [ + "0.45211", + "2.0094", + "-0.42388", + "-0.53685", + "-0.76965" + ] + } + }, + { + "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": 543, + "unique_ratio": 0.339375, + "example_values": [ + "-0.31925", + "0.83152", + "0.44793", + "0.42833", + "0.096573" + ] + } + }, + { + "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": 548, + "unique_ratio": 0.3425, + "example_values": [ + "-0.98411", + "-0.75147", + "-0.44128", + "-0.52222", + "-0.048406" + ] + } + }, + { + "name": "feature_4", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 569, + "unique_ratio": 0.355625, + "example_values": [ + "-0.13769", + "2.6448", + "-0.29227", + "-0.41526", + "-0.67574" + ] + } + }, + { + "name": "feature_5", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 654, + "unique_ratio": 0.40875, + "example_values": [ + "-0.33954", + "2.3662", + "-0.37712", + "-0.50412", + "-0.86276" + ] + } + }, + { + "name": "feature_6", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 480, + "unique_ratio": 0.3, + "example_values": [ + "1.1749", + "-0.88058", + "-0.62364", + "-0.64052", + "-0.85786" + ] + } + }, + { + "name": "feature_7", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 586, + "unique_ratio": 0.36625, + "example_values": [ + "-0.1568", + "-1.7638", + "0.57977", + "0.69951", + "1.104" + ] + } + }, + { + "name": "feature_8", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 40, + "unique_ratio": 0.025, + "example_values": [ + "-0.55397", + "-0.82637", + "-0.28157", + "-0.14537", + "-0.69017" + ] + } + }, + { + "name": "feature_9", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 735, + "unique_ratio": 0.459375, + "example_values": [ + "-0.28429", + "-0.70995", + "-0.23995", + "-0.2004", + "0.081413" + ] + } + }, + { + "name": "feature_10", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.7775", + "0.44727", + "2.3525", + "-0.64141", + "-0.23316" + ] + } + }, + { + "name": "feature_11", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 948, + "unique_ratio": 0.5925, + "example_values": [ + "-0.79958", + "2.4471", + "1.2157", + "0.98964", + "0.55807" + ] + } + }, + { + "name": "feature_12", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 142, + "unique_ratio": 0.08875, + "example_values": [ + "-0.37283", + "-0.1802", + "1.3608", + "-0.31741", + "-0.30686" + ] + } + }, + { + "name": "feature_13", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1143, + "unique_ratio": 0.714375, + "example_values": [ + "-0.30653", + "0.1737", + "0.38427", + "0.2606", + "-0.18734" + ] + } + }, + { + "name": "feature_14", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_15", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1457, + "unique_ratio": 0.910625, + "example_values": [ + "-0.16284", + "-0.26266", + "-0.11558", + "-0.1778", + "-0.16463" + ] + } + }, + { + "name": "feature_16", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1138, + "unique_ratio": 0.71125, + "example_values": [ + "-1.4041", + "-1.1376", + "0.56105", + "0.25929", + "-0.54217" + ] + } + }, + { + "name": "feature_17", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 854, + "unique_ratio": 0.53375, + "example_values": [ + "-0.040878", + "-0.12695", + "-0.15719", + "-0.15754", + "-0.15849" + ] + } + }, + { + "name": "feature_18", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 84, + "unique_ratio": 0.0525, + "example_values": [ + "5.307", + "0.58673", + "-0.54614", + "0.020298", + "1.2948" + ] + } + }, + { + "name": "feature_19", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1088, + "unique_ratio": 0.68, + "example_values": [ + "4.0034", + "0.41921", + "0.40422", + "0.11914", + "-0.99812" + ] + } + }, + { + "name": "feature_20", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 78, + "unique_ratio": 0.04875, + "example_values": [ + "9.3294", + "-0.28811", + "0.99422", + "0.78048", + "-1.3567" + ] + } + }, + { + "name": "feature_21", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1193, + "unique_ratio": 0.745625, + "example_values": [ + "4.0886", + "-0.47803", + "0.082499", + "-0.23842", + "-0.38405" + ] + } + }, + { + "name": "feature_22", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 72, + "unique_ratio": 0.045, + "example_values": [ + "0.020912", + "-0.98078", + "-1.4776", + "1.4901", + "0.38821" + ] + } + }, + { + "name": "feature_23", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1310, + "unique_ratio": 0.81875, + "example_values": [ + "-0.022059", + "-1.8796", + "0.025649", + "-1.1475", + "-0.96282" + ] + } + }, + { + "name": "feature_24", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 89, + "unique_ratio": 0.055625, + "example_values": [ + "-0.4775", + "-0.60865", + "-0.30438", + "1.446", + "0.48425" + ] + } + }, + { + "name": "feature_25", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1373, + "unique_ratio": 0.858125, + "example_values": [ + "-0.4805", + "-0.38443", + "0.15262", + "-0.51698", + "-0.74715" + ] + } + }, + { + "name": "feature_26", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 374, + "unique_ratio": 0.23375, + "example_values": [ + "2.5928", + "-0.40963", + "0.18967", + "-0.91991", + "-0.48097" + ] + } + }, + { + "name": "feature_27", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1379, + "unique_ratio": 0.861875, + "example_values": [ + "2.8029", + "-0.92258", + "0.26272", + "-0.81181", + "-0.63124" + ] + } + }, + { + "name": "feature_28", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 455, + "unique_ratio": 0.284375, + "example_values": [ + "0.10459", + "-0.11425", + "-0.088506", + "-0.11823", + "-0.046345" + ] + } + }, + { + "name": "feature_29", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1456, + "unique_ratio": 0.91, + "example_values": [ + "1.0303", + "-0.29973", + "0.12049", + "-0.27151", + "-0.2708" + ] + } + }, + { + "name": "feature_30", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 59, + "unique_ratio": 0.036875, + "example_values": [ + "-0.44033", + "2.9199", + "-0.3415", + "0.15266", + "1.3386" + ] + } + }, + { + "name": "feature_31", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 74, + "unique_ratio": 0.04625, + "example_values": [ + "4.6948", + "0.65289", + "-0.67335", + "-0.48389", + "-0.42074" + ] + } + }, + { + "name": "feature_32", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_33", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 17, + "unique_ratio": 0.010625, + "example_values": [ + "-0.092482", + "0.050869", + "0.12254", + "0.48092", + "-0.020807" + ] + } + }, + { + "name": "feature_34", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "-0.22559", + "0.5974", + "2.6549", + "2.2434", + "1.4204" + ] + } + }, + { + "name": "feature_35", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 42, + "unique_ratio": 0.02625, + "example_values": [ + "-0.42105", + "2.7834", + "-0.22077", + "-0.020493", + "0.58034" + ] + } + }, + { + "name": "feature_36", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 45, + "unique_ratio": 0.028125, + "example_values": [ + "-0.35232", + "1.7057", + "-0.22369", + "-0.09507", + "0.2908" + ] + } + }, + { + "name": "feature_37", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 593, + "unique_ratio": 0.370625, + "example_values": [ + "-0.049982", + "0.39799", + "-0.26497", + "-0.27026", + "-0.37722" + ] + } + }, + { + "name": "feature_38", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 823, + "unique_ratio": 0.514375, + "example_values": [ + "1.5377", + "0.069367", + "-0.25933", + "-0.31583", + "-0.61156" + ] + } + }, + { + "name": "feature_39", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 536, + "unique_ratio": 0.335, + "example_values": [ + "-0.048832", + "0.16966", + "-0.22108", + "-0.22686", + "-0.32975" + ] + } + }, + { + "name": "feature_40", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 48, + "unique_ratio": 0.03, + "example_values": [ + "6.5201", + "-0.26431", + "1.2433", + "-0.15662", + "0.48951" + ] + } + }, + { + "name": "feature_41", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 577, + "unique_ratio": 0.360625, + "example_values": [ + "-0.22282", + "0.38692", + "-0.26312", + "-0.26736", + "-0.37446" + ] + } + }, + { + "name": "feature_42", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "28.545", + "-0.16374", + "0.51981", + "1.5451", + "0.17804" + ] + } + }, + { + "name": "feature_43", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.11229", + "0.026975", + "0.58405", + "0.30551", + "0.16624" + ] + } + }, + { + "name": "feature_44", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 652, + "unique_ratio": 0.4075, + "example_values": [ + "-0.57834", + "2.4111", + "-0.53126", + "-0.43162", + "-0.2984" + ] + } + }, + { + "name": "feature_45", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 821, + "unique_ratio": 0.513125, + "example_values": [ + "-2.4037", + "0.99018", + "0.028142", + "0.34473", + "-0.83879" + ] + } + }, + { + "name": "feature_46", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 729, + "unique_ratio": 0.455625, + "example_values": [ + "-0.54541", + "-0.26173", + "-0.20159", + "0.39175", + "-0.51081" + ] + } + }, + { + "name": "feature_47", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 639, + "unique_ratio": 0.399375, + "example_values": [ + "-0.55678", + "2.4793", + "-0.50897", + "-0.40777", + "-0.27247" + ] + } + }, + { + "name": "feature_48", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 664, + "unique_ratio": 0.415, + "example_values": [ + "-0.4899", + "1.4682", + "-0.43025", + "-0.35046", + "-0.13516" + ] + } + }, + { + "name": "feature_49", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 875, + "unique_ratio": 0.546875, + "example_values": [ + "1.9107", + "2.2579", + "-0.52107", + "-0.37395", + "-0.49967" + ] + } + }, + { + "name": "feature_50", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 623, + "unique_ratio": 0.389375, + "example_values": [ + "-0.46486", + "-0.30697", + "-0.28033", + "0.040786", + "0.47092" + ] + } + }, + { + "name": "feature_51", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 909, + "unique_ratio": 0.568125, + "example_values": [ + "-1.7821", + "-2.1318", + "0.61856", + "0.46226", + "0.64527" + ] + } + }, + { + "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": 6, + "unique_ratio": 0.00375, + "example_values": [ + "6", + "1", + "4", + "2", + "5" + ] + } + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/public_gate/public_gate_report.json b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/public_gate/public_gate_report.json new file mode 100644 index 0000000000000000000000000000000000000000..57e524ddabdcb14de0ed46702026c9ff0bdd2756 --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/public_gate/public_gate_report.json @@ -0,0 +1,37 @@ +{ + "dataset_id": "n14", + "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/n14/n14-train.csv", + "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-val.csv", + "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-test.csv" + } +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/public_gate/staged_input_manifest.json b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/public_gate/staged_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..78396d78cac5b0f74bb9bca5ef553d964f9d8e99 --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/public_gate/staged_input_manifest.json @@ -0,0 +1,1104 @@ +{ + "dataset_id": "n14", + "target_column": "target", + "task_type": "classification", + "train_csv": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_070318/n14/staged/public/train.csv", + "val_csv": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_070318/n14/staged/public/val.csv", + "test_csv": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_070318/n14/staged/public/test.csv", + "features_json": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_070318/n14/staged/public/staged_features.json", + "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_070318/n14/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": 590, + "unique_ratio": 0.36875, + "example_values": [ + "0.45211", + "2.0094", + "-0.42388", + "-0.53685", + "-0.76965" + ] + } + }, + { + "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": 543, + "unique_ratio": 0.339375, + "example_values": [ + "-0.31925", + "0.83152", + "0.44793", + "0.42833", + "0.096573" + ] + } + }, + { + "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": 548, + "unique_ratio": 0.3425, + "example_values": [ + "-0.98411", + "-0.75147", + "-0.44128", + "-0.52222", + "-0.048406" + ] + } + }, + { + "name": "feature_4", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 569, + "unique_ratio": 0.355625, + "example_values": [ + "-0.13769", + "2.6448", + "-0.29227", + "-0.41526", + "-0.67574" + ] + } + }, + { + "name": "feature_5", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 654, + "unique_ratio": 0.40875, + "example_values": [ + "-0.33954", + "2.3662", + "-0.37712", + "-0.50412", + "-0.86276" + ] + } + }, + { + "name": "feature_6", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 480, + "unique_ratio": 0.3, + "example_values": [ + "1.1749", + "-0.88058", + "-0.62364", + "-0.64052", + "-0.85786" + ] + } + }, + { + "name": "feature_7", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 586, + "unique_ratio": 0.36625, + "example_values": [ + "-0.1568", + "-1.7638", + "0.57977", + "0.69951", + "1.104" + ] + } + }, + { + "name": "feature_8", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 40, + "unique_ratio": 0.025, + "example_values": [ + "-0.55397", + "-0.82637", + "-0.28157", + "-0.14537", + "-0.69017" + ] + } + }, + { + "name": "feature_9", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 735, + "unique_ratio": 0.459375, + "example_values": [ + "-0.28429", + "-0.70995", + "-0.23995", + "-0.2004", + "0.081413" + ] + } + }, + { + "name": "feature_10", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.7775", + "0.44727", + "2.3525", + "-0.64141", + "-0.23316" + ] + } + }, + { + "name": "feature_11", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 948, + "unique_ratio": 0.5925, + "example_values": [ + "-0.79958", + "2.4471", + "1.2157", + "0.98964", + "0.55807" + ] + } + }, + { + "name": "feature_12", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 142, + "unique_ratio": 0.08875, + "example_values": [ + "-0.37283", + "-0.1802", + "1.3608", + "-0.31741", + "-0.30686" + ] + } + }, + { + "name": "feature_13", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1143, + "unique_ratio": 0.714375, + "example_values": [ + "-0.30653", + "0.1737", + "0.38427", + "0.2606", + "-0.18734" + ] + } + }, + { + "name": "feature_14", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_15", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1457, + "unique_ratio": 0.910625, + "example_values": [ + "-0.16284", + "-0.26266", + "-0.11558", + "-0.1778", + "-0.16463" + ] + } + }, + { + "name": "feature_16", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1138, + "unique_ratio": 0.71125, + "example_values": [ + "-1.4041", + "-1.1376", + "0.56105", + "0.25929", + "-0.54217" + ] + } + }, + { + "name": "feature_17", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 854, + "unique_ratio": 0.53375, + "example_values": [ + "-0.040878", + "-0.12695", + "-0.15719", + "-0.15754", + "-0.15849" + ] + } + }, + { + "name": "feature_18", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 84, + "unique_ratio": 0.0525, + "example_values": [ + "5.307", + "0.58673", + "-0.54614", + "0.020298", + "1.2948" + ] + } + }, + { + "name": "feature_19", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1088, + "unique_ratio": 0.68, + "example_values": [ + "4.0034", + "0.41921", + "0.40422", + "0.11914", + "-0.99812" + ] + } + }, + { + "name": "feature_20", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 78, + "unique_ratio": 0.04875, + "example_values": [ + "9.3294", + "-0.28811", + "0.99422", + "0.78048", + "-1.3567" + ] + } + }, + { + "name": "feature_21", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1193, + "unique_ratio": 0.745625, + "example_values": [ + "4.0886", + "-0.47803", + "0.082499", + "-0.23842", + "-0.38405" + ] + } + }, + { + "name": "feature_22", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 72, + "unique_ratio": 0.045, + "example_values": [ + "0.020912", + "-0.98078", + "-1.4776", + "1.4901", + "0.38821" + ] + } + }, + { + "name": "feature_23", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1310, + "unique_ratio": 0.81875, + "example_values": [ + "-0.022059", + "-1.8796", + "0.025649", + "-1.1475", + "-0.96282" + ] + } + }, + { + "name": "feature_24", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 89, + "unique_ratio": 0.055625, + "example_values": [ + "-0.4775", + "-0.60865", + "-0.30438", + "1.446", + "0.48425" + ] + } + }, + { + "name": "feature_25", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1373, + "unique_ratio": 0.858125, + "example_values": [ + "-0.4805", + "-0.38443", + "0.15262", + "-0.51698", + "-0.74715" + ] + } + }, + { + "name": "feature_26", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 374, + "unique_ratio": 0.23375, + "example_values": [ + "2.5928", + "-0.40963", + "0.18967", + "-0.91991", + "-0.48097" + ] + } + }, + { + "name": "feature_27", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1379, + "unique_ratio": 0.861875, + "example_values": [ + "2.8029", + "-0.92258", + "0.26272", + "-0.81181", + "-0.63124" + ] + } + }, + { + "name": "feature_28", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 455, + "unique_ratio": 0.284375, + "example_values": [ + "0.10459", + "-0.11425", + "-0.088506", + "-0.11823", + "-0.046345" + ] + } + }, + { + "name": "feature_29", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1456, + "unique_ratio": 0.91, + "example_values": [ + "1.0303", + "-0.29973", + "0.12049", + "-0.27151", + "-0.2708" + ] + } + }, + { + "name": "feature_30", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 59, + "unique_ratio": 0.036875, + "example_values": [ + "-0.44033", + "2.9199", + "-0.3415", + "0.15266", + "1.3386" + ] + } + }, + { + "name": "feature_31", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 74, + "unique_ratio": 0.04625, + "example_values": [ + "4.6948", + "0.65289", + "-0.67335", + "-0.48389", + "-0.42074" + ] + } + }, + { + "name": "feature_32", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_33", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 17, + "unique_ratio": 0.010625, + "example_values": [ + "-0.092482", + "0.050869", + "0.12254", + "0.48092", + "-0.020807" + ] + } + }, + { + "name": "feature_34", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "-0.22559", + "0.5974", + "2.6549", + "2.2434", + "1.4204" + ] + } + }, + { + "name": "feature_35", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 42, + "unique_ratio": 0.02625, + "example_values": [ + "-0.42105", + "2.7834", + "-0.22077", + "-0.020493", + "0.58034" + ] + } + }, + { + "name": "feature_36", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 45, + "unique_ratio": 0.028125, + "example_values": [ + "-0.35232", + "1.7057", + "-0.22369", + "-0.09507", + "0.2908" + ] + } + }, + { + "name": "feature_37", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 593, + "unique_ratio": 0.370625, + "example_values": [ + "-0.049982", + "0.39799", + "-0.26497", + "-0.27026", + "-0.37722" + ] + } + }, + { + "name": "feature_38", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 823, + "unique_ratio": 0.514375, + "example_values": [ + "1.5377", + "0.069367", + "-0.25933", + "-0.31583", + "-0.61156" + ] + } + }, + { + "name": "feature_39", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 536, + "unique_ratio": 0.335, + "example_values": [ + "-0.048832", + "0.16966", + "-0.22108", + "-0.22686", + "-0.32975" + ] + } + }, + { + "name": "feature_40", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 48, + "unique_ratio": 0.03, + "example_values": [ + "6.5201", + "-0.26431", + "1.2433", + "-0.15662", + "0.48951" + ] + } + }, + { + "name": "feature_41", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 577, + "unique_ratio": 0.360625, + "example_values": [ + "-0.22282", + "0.38692", + "-0.26312", + "-0.26736", + "-0.37446" + ] + } + }, + { + "name": "feature_42", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "28.545", + "-0.16374", + "0.51981", + "1.5451", + "0.17804" + ] + } + }, + { + "name": "feature_43", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.11229", + "0.026975", + "0.58405", + "0.30551", + "0.16624" + ] + } + }, + { + "name": "feature_44", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 652, + "unique_ratio": 0.4075, + "example_values": [ + "-0.57834", + "2.4111", + "-0.53126", + "-0.43162", + "-0.2984" + ] + } + }, + { + "name": "feature_45", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 821, + "unique_ratio": 0.513125, + "example_values": [ + "-2.4037", + "0.99018", + "0.028142", + "0.34473", + "-0.83879" + ] + } + }, + { + "name": "feature_46", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 729, + "unique_ratio": 0.455625, + "example_values": [ + "-0.54541", + "-0.26173", + "-0.20159", + "0.39175", + "-0.51081" + ] + } + }, + { + "name": "feature_47", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 639, + "unique_ratio": 0.399375, + "example_values": [ + "-0.55678", + "2.4793", + "-0.50897", + "-0.40777", + "-0.27247" + ] + } + }, + { + "name": "feature_48", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 664, + "unique_ratio": 0.415, + "example_values": [ + "-0.4899", + "1.4682", + "-0.43025", + "-0.35046", + "-0.13516" + ] + } + }, + { + "name": "feature_49", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 875, + "unique_ratio": 0.546875, + "example_values": [ + "1.9107", + "2.2579", + "-0.52107", + "-0.37395", + "-0.49967" + ] + } + }, + { + "name": "feature_50", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 623, + "unique_ratio": 0.389375, + "example_values": [ + "-0.46486", + "-0.30697", + "-0.28033", + "0.040786", + "0.47092" + ] + } + }, + { + "name": "feature_51", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 909, + "unique_ratio": 0.568125, + "example_values": [ + "-1.7821", + "-2.1318", + "0.61856", + "0.46226", + "0.64527" + ] + } + }, + { + "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": 6, + "unique_ratio": 0.00375, + "example_values": [ + "6", + "1", + "4", + "2", + "5" + ] + } + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/runner.log b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/runner.log new file mode 100644 index 0000000000000000000000000000000000000000..caa1b8dc65a04018c1aa27af39c8e9f33632ba24 --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/runner.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd59253a82025cd4eae2edf22580c0d44ca75a338cfc864afe72e9b51f1a0566 +size 1308 diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/runtime_result.json b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/runtime_result.json new file mode 100644 index 0000000000000000000000000000000000000000..5872d3e7e375207b54e7600a4be0522373afdd80 --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/runtime_result.json @@ -0,0 +1,14 @@ +{ + "dataset_id": "n14", + "model": "tabpfgen", + "run_id": "n14-migrated-20260422_183752", + "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/n14/tabpfgen/n14-migrated-20260422_183752/tabpfgen-n14-1600-20260422_070321.csv" + } +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/staged_features.json b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/staged_features.json new file mode 100644 index 0000000000000000000000000000000000000000..24b798ec94c2577623a88793f4c410ea2a586c85 --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/staged_features.json @@ -0,0 +1,262 @@ +[ + { + "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": "feature_4", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_5", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_6", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_7", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_8", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_9", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_10", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_11", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_12", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_13", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_14", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_15", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_16", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_17", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_18", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_19", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_20", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_21", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_22", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_23", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_24", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_25", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_26", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_27", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_28", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_29", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_30", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_31", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_32", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_33", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_34", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_35", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_36", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_37", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_38", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_39", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_40", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_41", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_42", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_43", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_44", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_45", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_46", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_47", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_48", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_49", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_50", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_51", + "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/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/test.csv b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..f0047af47ae70bd3483af5c9474d2baa67f629bb --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/test.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c58f97d23ce9ec15dde2caf4ba02105c2839eb4b1e1bb7f5183e0661fec4ecd +size 88640 diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/train.csv b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..3eb127a41257f73db9bdc048d746e032df1602e7 --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/train.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c185607e5260848288c1fe3ee266131707a54e9f5e053f1234c019f315783fac +size 700663 diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/val.csv b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/val.csv new file mode 100644 index 0000000000000000000000000000000000000000..a5a6f693df47fd7a53d30e1da2c9caaa2edf2d23 --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/public/val.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:efcb8ee58a24ce4397213b3c4df4826fbcc6662da77b0919ff4e1935d12e2e89 +size 87578 diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/tabpfgen/adapter_report.json b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/tabpfgen/adapter_report.json new file mode 100644 index 0000000000000000000000000000000000000000..22432ad9862ebe210f02172f161ad00c59f1cf1b --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/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_070318/n14/staged/tabpfgen/model_input_manifest.json" +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/tabpfgen/adapter_transforms_applied.json b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/tabpfgen/adapter_transforms_applied.json new file mode 100644 index 0000000000000000000000000000000000000000..0637a088a01e8ddab3bf3fa98dbe804cbde1a0dc --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/tabpfgen/adapter_transforms_applied.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/tabpfgen/model_input_manifest.json b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/tabpfgen/model_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9caa1262991a34efd102db6061b052f98494a981 --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/staged/tabpfgen/model_input_manifest.json @@ -0,0 +1,1106 @@ +{ + "dataset_id": "n14", + "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": 590, + "unique_ratio": 0.36875, + "example_values": [ + "0.45211", + "2.0094", + "-0.42388", + "-0.53685", + "-0.76965" + ] + } + }, + { + "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": 543, + "unique_ratio": 0.339375, + "example_values": [ + "-0.31925", + "0.83152", + "0.44793", + "0.42833", + "0.096573" + ] + } + }, + { + "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": 548, + "unique_ratio": 0.3425, + "example_values": [ + "-0.98411", + "-0.75147", + "-0.44128", + "-0.52222", + "-0.048406" + ] + } + }, + { + "name": "feature_4", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 569, + "unique_ratio": 0.355625, + "example_values": [ + "-0.13769", + "2.6448", + "-0.29227", + "-0.41526", + "-0.67574" + ] + } + }, + { + "name": "feature_5", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 654, + "unique_ratio": 0.40875, + "example_values": [ + "-0.33954", + "2.3662", + "-0.37712", + "-0.50412", + "-0.86276" + ] + } + }, + { + "name": "feature_6", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 480, + "unique_ratio": 0.3, + "example_values": [ + "1.1749", + "-0.88058", + "-0.62364", + "-0.64052", + "-0.85786" + ] + } + }, + { + "name": "feature_7", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 586, + "unique_ratio": 0.36625, + "example_values": [ + "-0.1568", + "-1.7638", + "0.57977", + "0.69951", + "1.104" + ] + } + }, + { + "name": "feature_8", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 40, + "unique_ratio": 0.025, + "example_values": [ + "-0.55397", + "-0.82637", + "-0.28157", + "-0.14537", + "-0.69017" + ] + } + }, + { + "name": "feature_9", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 735, + "unique_ratio": 0.459375, + "example_values": [ + "-0.28429", + "-0.70995", + "-0.23995", + "-0.2004", + "0.081413" + ] + } + }, + { + "name": "feature_10", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.7775", + "0.44727", + "2.3525", + "-0.64141", + "-0.23316" + ] + } + }, + { + "name": "feature_11", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 948, + "unique_ratio": 0.5925, + "example_values": [ + "-0.79958", + "2.4471", + "1.2157", + "0.98964", + "0.55807" + ] + } + }, + { + "name": "feature_12", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 142, + "unique_ratio": 0.08875, + "example_values": [ + "-0.37283", + "-0.1802", + "1.3608", + "-0.31741", + "-0.30686" + ] + } + }, + { + "name": "feature_13", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1143, + "unique_ratio": 0.714375, + "example_values": [ + "-0.30653", + "0.1737", + "0.38427", + "0.2606", + "-0.18734" + ] + } + }, + { + "name": "feature_14", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_15", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1457, + "unique_ratio": 0.910625, + "example_values": [ + "-0.16284", + "-0.26266", + "-0.11558", + "-0.1778", + "-0.16463" + ] + } + }, + { + "name": "feature_16", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1138, + "unique_ratio": 0.71125, + "example_values": [ + "-1.4041", + "-1.1376", + "0.56105", + "0.25929", + "-0.54217" + ] + } + }, + { + "name": "feature_17", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 854, + "unique_ratio": 0.53375, + "example_values": [ + "-0.040878", + "-0.12695", + "-0.15719", + "-0.15754", + "-0.15849" + ] + } + }, + { + "name": "feature_18", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 84, + "unique_ratio": 0.0525, + "example_values": [ + "5.307", + "0.58673", + "-0.54614", + "0.020298", + "1.2948" + ] + } + }, + { + "name": "feature_19", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1088, + "unique_ratio": 0.68, + "example_values": [ + "4.0034", + "0.41921", + "0.40422", + "0.11914", + "-0.99812" + ] + } + }, + { + "name": "feature_20", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 78, + "unique_ratio": 0.04875, + "example_values": [ + "9.3294", + "-0.28811", + "0.99422", + "0.78048", + "-1.3567" + ] + } + }, + { + "name": "feature_21", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1193, + "unique_ratio": 0.745625, + "example_values": [ + "4.0886", + "-0.47803", + "0.082499", + "-0.23842", + "-0.38405" + ] + } + }, + { + "name": "feature_22", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 72, + "unique_ratio": 0.045, + "example_values": [ + "0.020912", + "-0.98078", + "-1.4776", + "1.4901", + "0.38821" + ] + } + }, + { + "name": "feature_23", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1310, + "unique_ratio": 0.81875, + "example_values": [ + "-0.022059", + "-1.8796", + "0.025649", + "-1.1475", + "-0.96282" + ] + } + }, + { + "name": "feature_24", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 89, + "unique_ratio": 0.055625, + "example_values": [ + "-0.4775", + "-0.60865", + "-0.30438", + "1.446", + "0.48425" + ] + } + }, + { + "name": "feature_25", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1373, + "unique_ratio": 0.858125, + "example_values": [ + "-0.4805", + "-0.38443", + "0.15262", + "-0.51698", + "-0.74715" + ] + } + }, + { + "name": "feature_26", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 374, + "unique_ratio": 0.23375, + "example_values": [ + "2.5928", + "-0.40963", + "0.18967", + "-0.91991", + "-0.48097" + ] + } + }, + { + "name": "feature_27", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1379, + "unique_ratio": 0.861875, + "example_values": [ + "2.8029", + "-0.92258", + "0.26272", + "-0.81181", + "-0.63124" + ] + } + }, + { + "name": "feature_28", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 455, + "unique_ratio": 0.284375, + "example_values": [ + "0.10459", + "-0.11425", + "-0.088506", + "-0.11823", + "-0.046345" + ] + } + }, + { + "name": "feature_29", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1456, + "unique_ratio": 0.91, + "example_values": [ + "1.0303", + "-0.29973", + "0.12049", + "-0.27151", + "-0.2708" + ] + } + }, + { + "name": "feature_30", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 59, + "unique_ratio": 0.036875, + "example_values": [ + "-0.44033", + "2.9199", + "-0.3415", + "0.15266", + "1.3386" + ] + } + }, + { + "name": "feature_31", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 74, + "unique_ratio": 0.04625, + "example_values": [ + "4.6948", + "0.65289", + "-0.67335", + "-0.48389", + "-0.42074" + ] + } + }, + { + "name": "feature_32", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_33", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 17, + "unique_ratio": 0.010625, + "example_values": [ + "-0.092482", + "0.050869", + "0.12254", + "0.48092", + "-0.020807" + ] + } + }, + { + "name": "feature_34", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "-0.22559", + "0.5974", + "2.6549", + "2.2434", + "1.4204" + ] + } + }, + { + "name": "feature_35", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 42, + "unique_ratio": 0.02625, + "example_values": [ + "-0.42105", + "2.7834", + "-0.22077", + "-0.020493", + "0.58034" + ] + } + }, + { + "name": "feature_36", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 45, + "unique_ratio": 0.028125, + "example_values": [ + "-0.35232", + "1.7057", + "-0.22369", + "-0.09507", + "0.2908" + ] + } + }, + { + "name": "feature_37", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 593, + "unique_ratio": 0.370625, + "example_values": [ + "-0.049982", + "0.39799", + "-0.26497", + "-0.27026", + "-0.37722" + ] + } + }, + { + "name": "feature_38", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 823, + "unique_ratio": 0.514375, + "example_values": [ + "1.5377", + "0.069367", + "-0.25933", + "-0.31583", + "-0.61156" + ] + } + }, + { + "name": "feature_39", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 536, + "unique_ratio": 0.335, + "example_values": [ + "-0.048832", + "0.16966", + "-0.22108", + "-0.22686", + "-0.32975" + ] + } + }, + { + "name": "feature_40", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 48, + "unique_ratio": 0.03, + "example_values": [ + "6.5201", + "-0.26431", + "1.2433", + "-0.15662", + "0.48951" + ] + } + }, + { + "name": "feature_41", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 577, + "unique_ratio": 0.360625, + "example_values": [ + "-0.22282", + "0.38692", + "-0.26312", + "-0.26736", + "-0.37446" + ] + } + }, + { + "name": "feature_42", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "28.545", + "-0.16374", + "0.51981", + "1.5451", + "0.17804" + ] + } + }, + { + "name": "feature_43", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.11229", + "0.026975", + "0.58405", + "0.30551", + "0.16624" + ] + } + }, + { + "name": "feature_44", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 652, + "unique_ratio": 0.4075, + "example_values": [ + "-0.57834", + "2.4111", + "-0.53126", + "-0.43162", + "-0.2984" + ] + } + }, + { + "name": "feature_45", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 821, + "unique_ratio": 0.513125, + "example_values": [ + "-2.4037", + "0.99018", + "0.028142", + "0.34473", + "-0.83879" + ] + } + }, + { + "name": "feature_46", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 729, + "unique_ratio": 0.455625, + "example_values": [ + "-0.54541", + "-0.26173", + "-0.20159", + "0.39175", + "-0.51081" + ] + } + }, + { + "name": "feature_47", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 639, + "unique_ratio": 0.399375, + "example_values": [ + "-0.55678", + "2.4793", + "-0.50897", + "-0.40777", + "-0.27247" + ] + } + }, + { + "name": "feature_48", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 664, + "unique_ratio": 0.415, + "example_values": [ + "-0.4899", + "1.4682", + "-0.43025", + "-0.35046", + "-0.13516" + ] + } + }, + { + "name": "feature_49", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 875, + "unique_ratio": 0.546875, + "example_values": [ + "1.9107", + "2.2579", + "-0.52107", + "-0.37395", + "-0.49967" + ] + } + }, + { + "name": "feature_50", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 623, + "unique_ratio": 0.389375, + "example_values": [ + "-0.46486", + "-0.30697", + "-0.28033", + "0.040786", + "0.47092" + ] + } + }, + { + "name": "feature_51", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 909, + "unique_ratio": 0.568125, + "example_values": [ + "-1.7821", + "-2.1318", + "0.61856", + "0.46226", + "0.64527" + ] + } + }, + { + "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": 6, + "unique_ratio": 0.00375, + "example_values": [ + "6", + "1", + "4", + "2", + "5" + ] + } + } + ], + "public_manifest": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_070318/n14/public_gate/staged_input_manifest.json", + "train_csv": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_070318/n14/staged/public/train.csv", + "val_csv": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_070318/n14/staged/public/val.csv", + "test_csv": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_070318/n14/staged/public/test.csv", + "features_json": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_070318/n14/staged/public/staged_features.json", + "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/temp/tabpfgen_regen_parallel_deadline/20260422_070318/n14/public_gate/public_gate_report.json" +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/tabpfgen-n14-1600-20260422_070321.csv b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/tabpfgen-n14-1600-20260422_070321.csv new file mode 100644 index 0000000000000000000000000000000000000000..9f2938734a4ed2544be1c40596a0e462e90b2d11 --- /dev/null +++ b/SynthData0523/main/n14/tabpfgen/n14-migrated-20260422_183752/tabpfgen-n14-1600-20260422_070321.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef50fc22d772d70355c8be99e1aa8e09e7bd9dc6e8ebfe239aabb8219e53cbcf +size 920619 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/_tabsyn_sample.py b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/_tabsyn_sample.py new file mode 100644 index 0000000000000000000000000000000000000000..754fcb88c3935a32978ed860705fe93bc9d500f2 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/_tabsyn_sample.py @@ -0,0 +1,39 @@ +import os, sys, subprocess + +work_dir = "/work/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120" +dataname = "tabsyn_n14" +output_csv = "/work/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120/tabsyn-n14-1600-20260427_025138.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 1600 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/n14/tabsyn/tabsyn-n14-20260427_025120/_tabsyn_train.py b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/_tabsyn_train.py new file mode 100644 index 0000000000000000000000000000000000000000..c2d0babe4d897b12c9af3bd86aad56015fe02c4e --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/_tabsyn_train.py @@ -0,0 +1,63 @@ +import os, sys, subprocess + +work_dir = "/work/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120" +dataname = "tabsyn_n14" +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") +env.setdefault("TABSYN_VAE_BATCH_SIZE", "1024") +_te = 1 +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/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_cat_test.npy b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_cat_test.npy new file mode 100644 index 0000000000000000000000000000000000000000..f14dc9364b797ae32a7f67f8cd20fb9e09967f66 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_cat_test.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:efc4e41cbe00bf5021760a2e047639925586d2a28f7e52d692ab652f82b8fa22 +size 128 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_cat_train.npy b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_cat_train.npy new file mode 100644 index 0000000000000000000000000000000000000000..f14dc9364b797ae32a7f67f8cd20fb9e09967f66 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_cat_train.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:efc4e41cbe00bf5021760a2e047639925586d2a28f7e52d692ab652f82b8fa22 +size 128 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_num_test.npy b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_num_test.npy new file mode 100644 index 0000000000000000000000000000000000000000..aeafb9d7fb6d9d1b1dcede7200d360f6194fb6de --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_num_test.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:720909250baaad32f225205c0d03e19f433b3164e3391cd3d6f1e28d6a78e664 +size 326528 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_num_train.npy b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_num_train.npy new file mode 100644 index 0000000000000000000000000000000000000000..aeafb9d7fb6d9d1b1dcede7200d360f6194fb6de --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/X_num_train.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:720909250baaad32f225205c0d03e19f433b3164e3391cd3d6f1e28d6a78e664 +size 326528 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/info.json b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/info.json new file mode 100644 index 0000000000000000000000000000000000000000..bdc8c1dcdb0f806fa4f2c29e0b564be5a2495b69 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/info.json @@ -0,0 +1,498 @@ +{ + "name": "tabsyn_n14", + "task_type": "regression", + "n_num_features": 51, + "n_cat_features": 0, + "train_size": 1600, + "num_col_idx": [ + 0, + 1, + 2, + 3, + 4, + 5, + 6, + 7, + 8, + 9, + 10, + 11, + 12, + 13, + 14, + 15, + 16, + 17, + 18, + 19, + 20, + 21, + 22, + 23, + 24, + 25, + 26, + 27, + 28, + 29, + 30, + 31, + 32, + 33, + 34, + 35, + 36, + 37, + 38, + 39, + 40, + 41, + 42, + 43, + 44, + 45, + 46, + 47, + 48, + 49, + 50 + ], + "cat_col_idx": [], + "target_col_idx": [ + 51 + ], + "column_names": [ + "feature_1", + "feature_2", + "feature_3", + "feature_4", + "feature_5", + "feature_6", + "feature_7", + "feature_8", + "feature_9", + "feature_10", + "feature_11", + "feature_12", + "feature_13", + "feature_14", + "feature_15", + "feature_16", + "feature_17", + "feature_18", + "feature_19", + "feature_20", + "feature_21", + "feature_22", + "feature_23", + "feature_24", + "feature_25", + "feature_26", + "feature_27", + "feature_28", + "feature_29", + "feature_30", + "feature_31", + "feature_32", + "feature_33", + "feature_34", + "feature_35", + "feature_36", + "feature_37", + "feature_38", + "feature_39", + "feature_40", + "feature_41", + "feature_42", + "feature_43", + "feature_44", + "feature_45", + "feature_46", + "feature_47", + "feature_48", + "feature_49", + "feature_50", + "feature_51", + "target" + ], + "train_num": 1600, + "test_num": 1600, + "header": 0, + "file_type": "csv", + "data_path": "data/tabsyn_n14/train.csv", + "test_path": null, + "idx_mapping": { + "0": 0, + "1": 1, + "2": 2, + "3": 3, + "4": 4, + "5": 5, + "6": 6, + "7": 7, + "8": 8, + "9": 9, + "10": 10, + "11": 11, + "12": 12, + "13": 13, + "14": 14, + "15": 15, + "16": 16, + "17": 17, + "18": 18, + "19": 19, + "20": 20, + "21": 21, + "22": 22, + "23": 23, + "24": 24, + "25": 25, + "26": 26, + "27": 27, + "28": 28, + "29": 29, + "30": 30, + "31": 31, + "32": 32, + "33": 33, + "34": 34, + "35": 35, + "36": 36, + "37": 37, + "38": 38, + "39": 39, + "40": 40, + "41": 41, + "42": 42, + "43": 43, + "44": 44, + "45": 45, + "46": 46, + "47": 47, + "48": 48, + "49": 49, + "50": 50, + "51": 51 + }, + "inverse_idx_mapping": { + "0": 0, + "1": 1, + "2": 2, + "3": 3, + "4": 4, + "5": 5, + "6": 6, + "7": 7, + "8": 8, + "9": 9, + "10": 10, + "11": 11, + "12": 12, + "13": 13, + "14": 14, + "15": 15, + "16": 16, + "17": 17, + "18": 18, + "19": 19, + "20": 20, + "21": 21, + "22": 22, + "23": 23, + "24": 24, + "25": 25, + "26": 26, + "27": 27, + "28": 28, + "29": 29, + "30": 30, + "31": 31, + "32": 32, + "33": 33, + "34": 34, + "35": 35, + "36": 36, + "37": 37, + "38": 38, + "39": 39, + "40": 40, + "41": 41, + "42": 42, + "43": 43, + "44": 44, + "45": 45, + "46": 46, + "47": 47, + "48": 48, + "49": 49, + "50": 50, + "51": 51 + }, + "idx_name_mapping": { + "0": "feature_1", + "1": "feature_2", + "2": "feature_3", + "3": "feature_4", + "4": "feature_5", + "5": "feature_6", + "6": "feature_7", + "7": "feature_8", + "8": "feature_9", + "9": "feature_10", + "10": "feature_11", + "11": "feature_12", + "12": "feature_13", + "13": "feature_14", + "14": "feature_15", + "15": "feature_16", + "16": "feature_17", + "17": "feature_18", + "18": "feature_19", + "19": "feature_20", + "20": "feature_21", + "21": "feature_22", + "22": "feature_23", + "23": "feature_24", + "24": "feature_25", + "25": "feature_26", + "26": "feature_27", + "27": "feature_28", + "28": "feature_29", + "29": "feature_30", + "30": "feature_31", + "31": "feature_32", + "32": "feature_33", + "33": "feature_34", + "34": "feature_35", + "35": "feature_36", + "36": "feature_37", + "37": "feature_38", + "38": "feature_39", + "39": "feature_40", + "40": "feature_41", + "41": "feature_42", + "42": "feature_43", + "43": "feature_44", + "44": "feature_45", + "45": "feature_46", + "46": "feature_47", + "47": "feature_48", + "48": "feature_49", + "49": "feature_50", + "50": "feature_51", + "51": "target" + }, + "metadata": { + "columns": { + "0": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "1": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "2": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "3": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "4": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "5": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "6": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "7": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "8": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "9": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "10": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "11": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "12": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "13": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "14": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "15": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "16": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "17": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "18": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "19": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "20": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "21": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "22": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "23": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "24": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "25": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "26": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "27": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "28": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "29": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "30": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "31": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "32": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "33": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "34": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "35": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "36": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "37": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "38": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "39": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "40": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "41": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "42": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "43": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "44": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "45": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "46": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "47": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "48": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "49": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "50": { + "sdtype": "numerical", + "computer_representation": "Float" + }, + "51": { + "sdtype": "numerical", + "computer_representation": "Float" + } + } + } +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/test.csv b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..3eb127a41257f73db9bdc048d746e032df1602e7 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/test.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c185607e5260848288c1fe3ee266131707a54e9f5e053f1234c019f315783fac +size 700663 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/train.csv b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..3eb127a41257f73db9bdc048d746e032df1602e7 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/train.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c185607e5260848288c1fe3ee266131707a54e9f5e053f1234c019f315783fac +size 700663 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/y_test.npy b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/y_test.npy new file mode 100644 index 0000000000000000000000000000000000000000..57e2c258748fe6f5134969e651cb796e30aeed6e --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/y_test.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:939a2b24e47bdd6e59f5bfb93d1ced42df6e1327ffbfe682c5b978c0567b59de +size 12928 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/y_train.npy b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/y_train.npy new file mode 100644 index 0000000000000000000000000000000000000000..57e2c258748fe6f5134969e651cb796e30aeed6e --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/data/tabsyn_n14/y_train.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:939a2b24e47bdd6e59f5bfb93d1ced42df6e1327ffbfe682c5b978c0567b59de +size 12928 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/gen_20260427_025138.log b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/gen_20260427_025138.log new file mode 100644 index 0000000000000000000000000000000000000000..89e64909f8a9cc6d112029af97ccc0c422b246b4 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/gen_20260427_025138.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13c580391ae4952b9b3d664838ee4425c69e303221715129f070d527bd6a80c5 +size 661 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/input_snapshot.json b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..872d063abc852b8639857252a5240ccc9bd3338c --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/input_snapshot.json @@ -0,0 +1,36 @@ +{ + "dataset_id": "n14", + "model": "tabsyn", + "inputs": { + "train_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-train.csv", + "exists": true, + "size": 702264, + "sha256": "c4d6be3b7e94192997cf6a7836967f58c81079d9c2138a2cfcf955c13aa15e3f" + }, + "val_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-val.csv", + "exists": true, + "size": 87778, + "sha256": "7ca6224c7c5ed163809dd10891b3d87cd2d9bf92708c67ddde10965f7972a8bc" + }, + "test_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-test.csv", + "exists": true, + "size": 88842, + "sha256": "529f75aa89ef252d65914fcfea0802f435f6463ccb22a9cbdc24ded47044fe39" + }, + "profile_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/n14/n14-dataset_profile.json", + "exists": true, + "size": 20383, + "sha256": "e98be1218eb7a3a687f66d23b695e6828c361bd4b711b6ca47aa5b94bc5c98d0" + }, + "contract_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/n14/n14-dataset_contract_v1.json", + "exists": true, + "size": 25799, + "sha256": "93b011e83e03229ee54f4294931fb1f5334df5c063644c7f6e7c72693ebe8953" + } + } +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/public_gate/normalized_schema_snapshot.json b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/public_gate/normalized_schema_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..63ac42038f4306e19b8adc593465912a716a213b --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/public_gate/normalized_schema_snapshot.json @@ -0,0 +1,1099 @@ +{ + "dataset_id": "n14", + "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": 590, + "unique_ratio": 0.36875, + "example_values": [ + "0.45211", + "2.0094", + "-0.42388", + "-0.53685", + "-0.76965" + ] + } + }, + { + "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": 543, + "unique_ratio": 0.339375, + "example_values": [ + "-0.31925", + "0.83152", + "0.44793", + "0.42833", + "0.096573" + ] + } + }, + { + "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": 548, + "unique_ratio": 0.3425, + "example_values": [ + "-0.98411", + "-0.75147", + "-0.44128", + "-0.52222", + "-0.048406" + ] + } + }, + { + "name": "feature_4", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 569, + "unique_ratio": 0.355625, + "example_values": [ + "-0.13769", + "2.6448", + "-0.29227", + "-0.41526", + "-0.67574" + ] + } + }, + { + "name": "feature_5", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 654, + "unique_ratio": 0.40875, + "example_values": [ + "-0.33954", + "2.3662", + "-0.37712", + "-0.50412", + "-0.86276" + ] + } + }, + { + "name": "feature_6", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 480, + "unique_ratio": 0.3, + "example_values": [ + "1.1749", + "-0.88058", + "-0.62364", + "-0.64052", + "-0.85786" + ] + } + }, + { + "name": "feature_7", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 586, + "unique_ratio": 0.36625, + "example_values": [ + "-0.1568", + "-1.7638", + "0.57977", + "0.69951", + "1.104" + ] + } + }, + { + "name": "feature_8", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 40, + "unique_ratio": 0.025, + "example_values": [ + "-0.55397", + "-0.82637", + "-0.28157", + "-0.14537", + "-0.69017" + ] + } + }, + { + "name": "feature_9", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 735, + "unique_ratio": 0.459375, + "example_values": [ + "-0.28429", + "-0.70995", + "-0.23995", + "-0.2004", + "0.081413" + ] + } + }, + { + "name": "feature_10", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.7775", + "0.44727", + "2.3525", + "-0.64141", + "-0.23316" + ] + } + }, + { + "name": "feature_11", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 948, + "unique_ratio": 0.5925, + "example_values": [ + "-0.79958", + "2.4471", + "1.2157", + "0.98964", + "0.55807" + ] + } + }, + { + "name": "feature_12", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 142, + "unique_ratio": 0.08875, + "example_values": [ + "-0.37283", + "-0.1802", + "1.3608", + "-0.31741", + "-0.30686" + ] + } + }, + { + "name": "feature_13", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1143, + "unique_ratio": 0.714375, + "example_values": [ + "-0.30653", + "0.1737", + "0.38427", + "0.2606", + "-0.18734" + ] + } + }, + { + "name": "feature_14", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_15", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1457, + "unique_ratio": 0.910625, + "example_values": [ + "-0.16284", + "-0.26266", + "-0.11558", + "-0.1778", + "-0.16463" + ] + } + }, + { + "name": "feature_16", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1138, + "unique_ratio": 0.71125, + "example_values": [ + "-1.4041", + "-1.1376", + "0.56105", + "0.25929", + "-0.54217" + ] + } + }, + { + "name": "feature_17", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 854, + "unique_ratio": 0.53375, + "example_values": [ + "-0.040878", + "-0.12695", + "-0.15719", + "-0.15754", + "-0.15849" + ] + } + }, + { + "name": "feature_18", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 84, + "unique_ratio": 0.0525, + "example_values": [ + "5.307", + "0.58673", + "-0.54614", + "0.020298", + "1.2948" + ] + } + }, + { + "name": "feature_19", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1088, + "unique_ratio": 0.68, + "example_values": [ + "4.0034", + "0.41921", + "0.40422", + "0.11914", + "-0.99812" + ] + } + }, + { + "name": "feature_20", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 78, + "unique_ratio": 0.04875, + "example_values": [ + "9.3294", + "-0.28811", + "0.99422", + "0.78048", + "-1.3567" + ] + } + }, + { + "name": "feature_21", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1193, + "unique_ratio": 0.745625, + "example_values": [ + "4.0886", + "-0.47803", + "0.082499", + "-0.23842", + "-0.38405" + ] + } + }, + { + "name": "feature_22", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 72, + "unique_ratio": 0.045, + "example_values": [ + "0.020912", + "-0.98078", + "-1.4776", + "1.4901", + "0.38821" + ] + } + }, + { + "name": "feature_23", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1310, + "unique_ratio": 0.81875, + "example_values": [ + "-0.022059", + "-1.8796", + "0.025649", + "-1.1475", + "-0.96282" + ] + } + }, + { + "name": "feature_24", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 89, + "unique_ratio": 0.055625, + "example_values": [ + "-0.4775", + "-0.60865", + "-0.30438", + "1.446", + "0.48425" + ] + } + }, + { + "name": "feature_25", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1373, + "unique_ratio": 0.858125, + "example_values": [ + "-0.4805", + "-0.38443", + "0.15262", + "-0.51698", + "-0.74715" + ] + } + }, + { + "name": "feature_26", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 374, + "unique_ratio": 0.23375, + "example_values": [ + "2.5928", + "-0.40963", + "0.18967", + "-0.91991", + "-0.48097" + ] + } + }, + { + "name": "feature_27", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1379, + "unique_ratio": 0.861875, + "example_values": [ + "2.8029", + "-0.92258", + "0.26272", + "-0.81181", + "-0.63124" + ] + } + }, + { + "name": "feature_28", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 455, + "unique_ratio": 0.284375, + "example_values": [ + "0.10459", + "-0.11425", + "-0.088506", + "-0.11823", + "-0.046345" + ] + } + }, + { + "name": "feature_29", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1456, + "unique_ratio": 0.91, + "example_values": [ + "1.0303", + "-0.29973", + "0.12049", + "-0.27151", + "-0.2708" + ] + } + }, + { + "name": "feature_30", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 59, + "unique_ratio": 0.036875, + "example_values": [ + "-0.44033", + "2.9199", + "-0.3415", + "0.15266", + "1.3386" + ] + } + }, + { + "name": "feature_31", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 74, + "unique_ratio": 0.04625, + "example_values": [ + "4.6948", + "0.65289", + "-0.67335", + "-0.48389", + "-0.42074" + ] + } + }, + { + "name": "feature_32", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_33", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 17, + "unique_ratio": 0.010625, + "example_values": [ + "-0.092482", + "0.050869", + "0.12254", + "0.48092", + "-0.020807" + ] + } + }, + { + "name": "feature_34", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "-0.22559", + "0.5974", + "2.6549", + "2.2434", + "1.4204" + ] + } + }, + { + "name": "feature_35", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 42, + "unique_ratio": 0.02625, + "example_values": [ + "-0.42105", + "2.7834", + "-0.22077", + "-0.020493", + "0.58034" + ] + } + }, + { + "name": "feature_36", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 45, + "unique_ratio": 0.028125, + "example_values": [ + "-0.35232", + "1.7057", + "-0.22369", + "-0.09507", + "0.2908" + ] + } + }, + { + "name": "feature_37", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 593, + "unique_ratio": 0.370625, + "example_values": [ + "-0.049982", + "0.39799", + "-0.26497", + "-0.27026", + "-0.37722" + ] + } + }, + { + "name": "feature_38", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 823, + "unique_ratio": 0.514375, + "example_values": [ + "1.5377", + "0.069367", + "-0.25933", + "-0.31583", + "-0.61156" + ] + } + }, + { + "name": "feature_39", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 536, + "unique_ratio": 0.335, + "example_values": [ + "-0.048832", + "0.16966", + "-0.22108", + "-0.22686", + "-0.32975" + ] + } + }, + { + "name": "feature_40", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 48, + "unique_ratio": 0.03, + "example_values": [ + "6.5201", + "-0.26431", + "1.2433", + "-0.15662", + "0.48951" + ] + } + }, + { + "name": "feature_41", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 577, + "unique_ratio": 0.360625, + "example_values": [ + "-0.22282", + "0.38692", + "-0.26312", + "-0.26736", + "-0.37446" + ] + } + }, + { + "name": "feature_42", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "28.545", + "-0.16374", + "0.51981", + "1.5451", + "0.17804" + ] + } + }, + { + "name": "feature_43", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.11229", + "0.026975", + "0.58405", + "0.30551", + "0.16624" + ] + } + }, + { + "name": "feature_44", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 652, + "unique_ratio": 0.4075, + "example_values": [ + "-0.57834", + "2.4111", + "-0.53126", + "-0.43162", + "-0.2984" + ] + } + }, + { + "name": "feature_45", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 821, + "unique_ratio": 0.513125, + "example_values": [ + "-2.4037", + "0.99018", + "0.028142", + "0.34473", + "-0.83879" + ] + } + }, + { + "name": "feature_46", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 729, + "unique_ratio": 0.455625, + "example_values": [ + "-0.54541", + "-0.26173", + "-0.20159", + "0.39175", + "-0.51081" + ] + } + }, + { + "name": "feature_47", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 639, + "unique_ratio": 0.399375, + "example_values": [ + "-0.55678", + "2.4793", + "-0.50897", + "-0.40777", + "-0.27247" + ] + } + }, + { + "name": "feature_48", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 664, + "unique_ratio": 0.415, + "example_values": [ + "-0.4899", + "1.4682", + "-0.43025", + "-0.35046", + "-0.13516" + ] + } + }, + { + "name": "feature_49", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 875, + "unique_ratio": 0.546875, + "example_values": [ + "1.9107", + "2.2579", + "-0.52107", + "-0.37395", + "-0.49967" + ] + } + }, + { + "name": "feature_50", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 623, + "unique_ratio": 0.389375, + "example_values": [ + "-0.46486", + "-0.30697", + "-0.28033", + "0.040786", + "0.47092" + ] + } + }, + { + "name": "feature_51", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 909, + "unique_ratio": 0.568125, + "example_values": [ + "-1.7821", + "-2.1318", + "0.61856", + "0.46226", + "0.64527" + ] + } + }, + { + "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": 6, + "unique_ratio": 0.00375, + "example_values": [ + "6", + "1", + "4", + "2", + "5" + ] + } + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/public_gate/public_gate_report.json b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/public_gate/public_gate_report.json new file mode 100644 index 0000000000000000000000000000000000000000..57e524ddabdcb14de0ed46702026c9ff0bdd2756 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/public_gate/public_gate_report.json @@ -0,0 +1,37 @@ +{ + "dataset_id": "n14", + "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/n14/n14-train.csv", + "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-val.csv", + "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-test.csv" + } +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/public_gate/staged_input_manifest.json b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/public_gate/staged_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6ef80cf1c52d8b23aba47f9721e78ff23c8fecf6 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/public_gate/staged_input_manifest.json @@ -0,0 +1,1104 @@ +{ + "dataset_id": "n14", + "target_column": "target", + "task_type": "classification", + "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/train.csv", + "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/val.csv", + "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/test.csv", + "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/staged_features.json", + "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120/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": 590, + "unique_ratio": 0.36875, + "example_values": [ + "0.45211", + "2.0094", + "-0.42388", + "-0.53685", + "-0.76965" + ] + } + }, + { + "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": 543, + "unique_ratio": 0.339375, + "example_values": [ + "-0.31925", + "0.83152", + "0.44793", + "0.42833", + "0.096573" + ] + } + }, + { + "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": 548, + "unique_ratio": 0.3425, + "example_values": [ + "-0.98411", + "-0.75147", + "-0.44128", + "-0.52222", + "-0.048406" + ] + } + }, + { + "name": "feature_4", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 569, + "unique_ratio": 0.355625, + "example_values": [ + "-0.13769", + "2.6448", + "-0.29227", + "-0.41526", + "-0.67574" + ] + } + }, + { + "name": "feature_5", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 654, + "unique_ratio": 0.40875, + "example_values": [ + "-0.33954", + "2.3662", + "-0.37712", + "-0.50412", + "-0.86276" + ] + } + }, + { + "name": "feature_6", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 480, + "unique_ratio": 0.3, + "example_values": [ + "1.1749", + "-0.88058", + "-0.62364", + "-0.64052", + "-0.85786" + ] + } + }, + { + "name": "feature_7", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 586, + "unique_ratio": 0.36625, + "example_values": [ + "-0.1568", + "-1.7638", + "0.57977", + "0.69951", + "1.104" + ] + } + }, + { + "name": "feature_8", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 40, + "unique_ratio": 0.025, + "example_values": [ + "-0.55397", + "-0.82637", + "-0.28157", + "-0.14537", + "-0.69017" + ] + } + }, + { + "name": "feature_9", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 735, + "unique_ratio": 0.459375, + "example_values": [ + "-0.28429", + "-0.70995", + "-0.23995", + "-0.2004", + "0.081413" + ] + } + }, + { + "name": "feature_10", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.7775", + "0.44727", + "2.3525", + "-0.64141", + "-0.23316" + ] + } + }, + { + "name": "feature_11", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 948, + "unique_ratio": 0.5925, + "example_values": [ + "-0.79958", + "2.4471", + "1.2157", + "0.98964", + "0.55807" + ] + } + }, + { + "name": "feature_12", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 142, + "unique_ratio": 0.08875, + "example_values": [ + "-0.37283", + "-0.1802", + "1.3608", + "-0.31741", + "-0.30686" + ] + } + }, + { + "name": "feature_13", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1143, + "unique_ratio": 0.714375, + "example_values": [ + "-0.30653", + "0.1737", + "0.38427", + "0.2606", + "-0.18734" + ] + } + }, + { + "name": "feature_14", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_15", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1457, + "unique_ratio": 0.910625, + "example_values": [ + "-0.16284", + "-0.26266", + "-0.11558", + "-0.1778", + "-0.16463" + ] + } + }, + { + "name": "feature_16", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1138, + "unique_ratio": 0.71125, + "example_values": [ + "-1.4041", + "-1.1376", + "0.56105", + "0.25929", + "-0.54217" + ] + } + }, + { + "name": "feature_17", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 854, + "unique_ratio": 0.53375, + "example_values": [ + "-0.040878", + "-0.12695", + "-0.15719", + "-0.15754", + "-0.15849" + ] + } + }, + { + "name": "feature_18", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 84, + "unique_ratio": 0.0525, + "example_values": [ + "5.307", + "0.58673", + "-0.54614", + "0.020298", + "1.2948" + ] + } + }, + { + "name": "feature_19", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1088, + "unique_ratio": 0.68, + "example_values": [ + "4.0034", + "0.41921", + "0.40422", + "0.11914", + "-0.99812" + ] + } + }, + { + "name": "feature_20", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 78, + "unique_ratio": 0.04875, + "example_values": [ + "9.3294", + "-0.28811", + "0.99422", + "0.78048", + "-1.3567" + ] + } + }, + { + "name": "feature_21", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1193, + "unique_ratio": 0.745625, + "example_values": [ + "4.0886", + "-0.47803", + "0.082499", + "-0.23842", + "-0.38405" + ] + } + }, + { + "name": "feature_22", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 72, + "unique_ratio": 0.045, + "example_values": [ + "0.020912", + "-0.98078", + "-1.4776", + "1.4901", + "0.38821" + ] + } + }, + { + "name": "feature_23", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1310, + "unique_ratio": 0.81875, + "example_values": [ + "-0.022059", + "-1.8796", + "0.025649", + "-1.1475", + "-0.96282" + ] + } + }, + { + "name": "feature_24", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 89, + "unique_ratio": 0.055625, + "example_values": [ + "-0.4775", + "-0.60865", + "-0.30438", + "1.446", + "0.48425" + ] + } + }, + { + "name": "feature_25", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1373, + "unique_ratio": 0.858125, + "example_values": [ + "-0.4805", + "-0.38443", + "0.15262", + "-0.51698", + "-0.74715" + ] + } + }, + { + "name": "feature_26", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 374, + "unique_ratio": 0.23375, + "example_values": [ + "2.5928", + "-0.40963", + "0.18967", + "-0.91991", + "-0.48097" + ] + } + }, + { + "name": "feature_27", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1379, + "unique_ratio": 0.861875, + "example_values": [ + "2.8029", + "-0.92258", + "0.26272", + "-0.81181", + "-0.63124" + ] + } + }, + { + "name": "feature_28", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 455, + "unique_ratio": 0.284375, + "example_values": [ + "0.10459", + "-0.11425", + "-0.088506", + "-0.11823", + "-0.046345" + ] + } + }, + { + "name": "feature_29", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1456, + "unique_ratio": 0.91, + "example_values": [ + "1.0303", + "-0.29973", + "0.12049", + "-0.27151", + "-0.2708" + ] + } + }, + { + "name": "feature_30", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 59, + "unique_ratio": 0.036875, + "example_values": [ + "-0.44033", + "2.9199", + "-0.3415", + "0.15266", + "1.3386" + ] + } + }, + { + "name": "feature_31", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 74, + "unique_ratio": 0.04625, + "example_values": [ + "4.6948", + "0.65289", + "-0.67335", + "-0.48389", + "-0.42074" + ] + } + }, + { + "name": "feature_32", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_33", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 17, + "unique_ratio": 0.010625, + "example_values": [ + "-0.092482", + "0.050869", + "0.12254", + "0.48092", + "-0.020807" + ] + } + }, + { + "name": "feature_34", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "-0.22559", + "0.5974", + "2.6549", + "2.2434", + "1.4204" + ] + } + }, + { + "name": "feature_35", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 42, + "unique_ratio": 0.02625, + "example_values": [ + "-0.42105", + "2.7834", + "-0.22077", + "-0.020493", + "0.58034" + ] + } + }, + { + "name": "feature_36", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 45, + "unique_ratio": 0.028125, + "example_values": [ + "-0.35232", + "1.7057", + "-0.22369", + "-0.09507", + "0.2908" + ] + } + }, + { + "name": "feature_37", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 593, + "unique_ratio": 0.370625, + "example_values": [ + "-0.049982", + "0.39799", + "-0.26497", + "-0.27026", + "-0.37722" + ] + } + }, + { + "name": "feature_38", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 823, + "unique_ratio": 0.514375, + "example_values": [ + "1.5377", + "0.069367", + "-0.25933", + "-0.31583", + "-0.61156" + ] + } + }, + { + "name": "feature_39", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 536, + "unique_ratio": 0.335, + "example_values": [ + "-0.048832", + "0.16966", + "-0.22108", + "-0.22686", + "-0.32975" + ] + } + }, + { + "name": "feature_40", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 48, + "unique_ratio": 0.03, + "example_values": [ + "6.5201", + "-0.26431", + "1.2433", + "-0.15662", + "0.48951" + ] + } + }, + { + "name": "feature_41", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 577, + "unique_ratio": 0.360625, + "example_values": [ + "-0.22282", + "0.38692", + "-0.26312", + "-0.26736", + "-0.37446" + ] + } + }, + { + "name": "feature_42", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "28.545", + "-0.16374", + "0.51981", + "1.5451", + "0.17804" + ] + } + }, + { + "name": "feature_43", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.11229", + "0.026975", + "0.58405", + "0.30551", + "0.16624" + ] + } + }, + { + "name": "feature_44", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 652, + "unique_ratio": 0.4075, + "example_values": [ + "-0.57834", + "2.4111", + "-0.53126", + "-0.43162", + "-0.2984" + ] + } + }, + { + "name": "feature_45", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 821, + "unique_ratio": 0.513125, + "example_values": [ + "-2.4037", + "0.99018", + "0.028142", + "0.34473", + "-0.83879" + ] + } + }, + { + "name": "feature_46", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 729, + "unique_ratio": 0.455625, + "example_values": [ + "-0.54541", + "-0.26173", + "-0.20159", + "0.39175", + "-0.51081" + ] + } + }, + { + "name": "feature_47", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 639, + "unique_ratio": 0.399375, + "example_values": [ + "-0.55678", + "2.4793", + "-0.50897", + "-0.40777", + "-0.27247" + ] + } + }, + { + "name": "feature_48", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 664, + "unique_ratio": 0.415, + "example_values": [ + "-0.4899", + "1.4682", + "-0.43025", + "-0.35046", + "-0.13516" + ] + } + }, + { + "name": "feature_49", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 875, + "unique_ratio": 0.546875, + "example_values": [ + "1.9107", + "2.2579", + "-0.52107", + "-0.37395", + "-0.49967" + ] + } + }, + { + "name": "feature_50", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 623, + "unique_ratio": 0.389375, + "example_values": [ + "-0.46486", + "-0.30697", + "-0.28033", + "0.040786", + "0.47092" + ] + } + }, + { + "name": "feature_51", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 909, + "unique_ratio": 0.568125, + "example_values": [ + "-1.7821", + "-2.1318", + "0.61856", + "0.46226", + "0.64527" + ] + } + }, + { + "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": 6, + "unique_ratio": 0.00375, + "example_values": [ + "6", + "1", + "4", + "2", + "5" + ] + } + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/runtime_result.json b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/runtime_result.json new file mode 100644 index 0000000000000000000000000000000000000000..bc7745d431fe265ebd63825a71154929fba589c3 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/runtime_result.json @@ -0,0 +1,15 @@ +{ + "dataset_id": "n14", + "model": "tabsyn", + "run_id": "tabsyn-n14-20260427_025120", + "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/n14/tabsyn/tabsyn-n14-20260427_025120/tabsyn-n14-1600-20260427_025138.csv", + "model_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120" + } +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/staged_features.json b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/staged_features.json new file mode 100644 index 0000000000000000000000000000000000000000..24b798ec94c2577623a88793f4c410ea2a586c85 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/staged_features.json @@ -0,0 +1,262 @@ +[ + { + "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": "feature_4", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_5", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_6", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_7", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_8", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_9", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_10", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_11", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_12", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_13", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_14", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_15", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_16", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_17", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_18", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_19", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_20", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_21", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_22", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_23", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_24", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_25", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_26", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_27", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_28", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_29", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_30", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_31", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_32", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_33", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_34", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_35", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_36", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_37", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_38", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_39", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_40", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_41", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_42", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_43", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_44", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_45", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_46", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_47", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_48", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_49", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_50", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_51", + "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/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/test.csv b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..f0047af47ae70bd3483af5c9474d2baa67f629bb --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/test.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c58f97d23ce9ec15dde2caf4ba02105c2839eb4b1e1bb7f5183e0661fec4ecd +size 88640 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/train.csv b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..3eb127a41257f73db9bdc048d746e032df1602e7 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/train.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c185607e5260848288c1fe3ee266131707a54e9f5e053f1234c019f315783fac +size 700663 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/val.csv b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/val.csv new file mode 100644 index 0000000000000000000000000000000000000000..a5a6f693df47fd7a53d30e1da2c9caaa2edf2d23 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/val.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:efcb8ee58a24ce4397213b3c4df4826fbcc6662da77b0919ff4e1935d12e2e89 +size 87578 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/tabsyn/adapter_report.json b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/tabsyn/adapter_report.json new file mode 100644 index 0000000000000000000000000000000000000000..09b4cdc0e98faf0839e40ce12fb9e2d549e47af6 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/tabsyn/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/n14/tabsyn/tabsyn-n14-20260427_025120/staged/tabsyn/model_input_manifest.json" +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/tabsyn/adapter_transforms_applied.json b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/tabsyn/adapter_transforms_applied.json new file mode 100644 index 0000000000000000000000000000000000000000..0637a088a01e8ddab3bf3fa98dbe804cbde1a0dc --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/tabsyn/adapter_transforms_applied.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/tabsyn/model_input_manifest.json b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/tabsyn/model_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e687e7ca99dbfb76e670604afbd4136faac7698f --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/staged/tabsyn/model_input_manifest.json @@ -0,0 +1,1106 @@ +{ + "dataset_id": "n14", + "model": "tabsyn", + "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": 590, + "unique_ratio": 0.36875, + "example_values": [ + "0.45211", + "2.0094", + "-0.42388", + "-0.53685", + "-0.76965" + ] + } + }, + { + "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": 543, + "unique_ratio": 0.339375, + "example_values": [ + "-0.31925", + "0.83152", + "0.44793", + "0.42833", + "0.096573" + ] + } + }, + { + "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": 548, + "unique_ratio": 0.3425, + "example_values": [ + "-0.98411", + "-0.75147", + "-0.44128", + "-0.52222", + "-0.048406" + ] + } + }, + { + "name": "feature_4", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 569, + "unique_ratio": 0.355625, + "example_values": [ + "-0.13769", + "2.6448", + "-0.29227", + "-0.41526", + "-0.67574" + ] + } + }, + { + "name": "feature_5", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 654, + "unique_ratio": 0.40875, + "example_values": [ + "-0.33954", + "2.3662", + "-0.37712", + "-0.50412", + "-0.86276" + ] + } + }, + { + "name": "feature_6", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 480, + "unique_ratio": 0.3, + "example_values": [ + "1.1749", + "-0.88058", + "-0.62364", + "-0.64052", + "-0.85786" + ] + } + }, + { + "name": "feature_7", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 586, + "unique_ratio": 0.36625, + "example_values": [ + "-0.1568", + "-1.7638", + "0.57977", + "0.69951", + "1.104" + ] + } + }, + { + "name": "feature_8", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 40, + "unique_ratio": 0.025, + "example_values": [ + "-0.55397", + "-0.82637", + "-0.28157", + "-0.14537", + "-0.69017" + ] + } + }, + { + "name": "feature_9", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 735, + "unique_ratio": 0.459375, + "example_values": [ + "-0.28429", + "-0.70995", + "-0.23995", + "-0.2004", + "0.081413" + ] + } + }, + { + "name": "feature_10", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.7775", + "0.44727", + "2.3525", + "-0.64141", + "-0.23316" + ] + } + }, + { + "name": "feature_11", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 948, + "unique_ratio": 0.5925, + "example_values": [ + "-0.79958", + "2.4471", + "1.2157", + "0.98964", + "0.55807" + ] + } + }, + { + "name": "feature_12", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 142, + "unique_ratio": 0.08875, + "example_values": [ + "-0.37283", + "-0.1802", + "1.3608", + "-0.31741", + "-0.30686" + ] + } + }, + { + "name": "feature_13", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1143, + "unique_ratio": 0.714375, + "example_values": [ + "-0.30653", + "0.1737", + "0.38427", + "0.2606", + "-0.18734" + ] + } + }, + { + "name": "feature_14", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_15", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1457, + "unique_ratio": 0.910625, + "example_values": [ + "-0.16284", + "-0.26266", + "-0.11558", + "-0.1778", + "-0.16463" + ] + } + }, + { + "name": "feature_16", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1138, + "unique_ratio": 0.71125, + "example_values": [ + "-1.4041", + "-1.1376", + "0.56105", + "0.25929", + "-0.54217" + ] + } + }, + { + "name": "feature_17", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 854, + "unique_ratio": 0.53375, + "example_values": [ + "-0.040878", + "-0.12695", + "-0.15719", + "-0.15754", + "-0.15849" + ] + } + }, + { + "name": "feature_18", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 84, + "unique_ratio": 0.0525, + "example_values": [ + "5.307", + "0.58673", + "-0.54614", + "0.020298", + "1.2948" + ] + } + }, + { + "name": "feature_19", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1088, + "unique_ratio": 0.68, + "example_values": [ + "4.0034", + "0.41921", + "0.40422", + "0.11914", + "-0.99812" + ] + } + }, + { + "name": "feature_20", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 78, + "unique_ratio": 0.04875, + "example_values": [ + "9.3294", + "-0.28811", + "0.99422", + "0.78048", + "-1.3567" + ] + } + }, + { + "name": "feature_21", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1193, + "unique_ratio": 0.745625, + "example_values": [ + "4.0886", + "-0.47803", + "0.082499", + "-0.23842", + "-0.38405" + ] + } + }, + { + "name": "feature_22", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 72, + "unique_ratio": 0.045, + "example_values": [ + "0.020912", + "-0.98078", + "-1.4776", + "1.4901", + "0.38821" + ] + } + }, + { + "name": "feature_23", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1310, + "unique_ratio": 0.81875, + "example_values": [ + "-0.022059", + "-1.8796", + "0.025649", + "-1.1475", + "-0.96282" + ] + } + }, + { + "name": "feature_24", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 89, + "unique_ratio": 0.055625, + "example_values": [ + "-0.4775", + "-0.60865", + "-0.30438", + "1.446", + "0.48425" + ] + } + }, + { + "name": "feature_25", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1373, + "unique_ratio": 0.858125, + "example_values": [ + "-0.4805", + "-0.38443", + "0.15262", + "-0.51698", + "-0.74715" + ] + } + }, + { + "name": "feature_26", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 374, + "unique_ratio": 0.23375, + "example_values": [ + "2.5928", + "-0.40963", + "0.18967", + "-0.91991", + "-0.48097" + ] + } + }, + { + "name": "feature_27", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1379, + "unique_ratio": 0.861875, + "example_values": [ + "2.8029", + "-0.92258", + "0.26272", + "-0.81181", + "-0.63124" + ] + } + }, + { + "name": "feature_28", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 455, + "unique_ratio": 0.284375, + "example_values": [ + "0.10459", + "-0.11425", + "-0.088506", + "-0.11823", + "-0.046345" + ] + } + }, + { + "name": "feature_29", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1456, + "unique_ratio": 0.91, + "example_values": [ + "1.0303", + "-0.29973", + "0.12049", + "-0.27151", + "-0.2708" + ] + } + }, + { + "name": "feature_30", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 59, + "unique_ratio": 0.036875, + "example_values": [ + "-0.44033", + "2.9199", + "-0.3415", + "0.15266", + "1.3386" + ] + } + }, + { + "name": "feature_31", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 74, + "unique_ratio": 0.04625, + "example_values": [ + "4.6948", + "0.65289", + "-0.67335", + "-0.48389", + "-0.42074" + ] + } + }, + { + "name": "feature_32", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_33", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 17, + "unique_ratio": 0.010625, + "example_values": [ + "-0.092482", + "0.050869", + "0.12254", + "0.48092", + "-0.020807" + ] + } + }, + { + "name": "feature_34", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "-0.22559", + "0.5974", + "2.6549", + "2.2434", + "1.4204" + ] + } + }, + { + "name": "feature_35", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 42, + "unique_ratio": 0.02625, + "example_values": [ + "-0.42105", + "2.7834", + "-0.22077", + "-0.020493", + "0.58034" + ] + } + }, + { + "name": "feature_36", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 45, + "unique_ratio": 0.028125, + "example_values": [ + "-0.35232", + "1.7057", + "-0.22369", + "-0.09507", + "0.2908" + ] + } + }, + { + "name": "feature_37", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 593, + "unique_ratio": 0.370625, + "example_values": [ + "-0.049982", + "0.39799", + "-0.26497", + "-0.27026", + "-0.37722" + ] + } + }, + { + "name": "feature_38", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 823, + "unique_ratio": 0.514375, + "example_values": [ + "1.5377", + "0.069367", + "-0.25933", + "-0.31583", + "-0.61156" + ] + } + }, + { + "name": "feature_39", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 536, + "unique_ratio": 0.335, + "example_values": [ + "-0.048832", + "0.16966", + "-0.22108", + "-0.22686", + "-0.32975" + ] + } + }, + { + "name": "feature_40", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 48, + "unique_ratio": 0.03, + "example_values": [ + "6.5201", + "-0.26431", + "1.2433", + "-0.15662", + "0.48951" + ] + } + }, + { + "name": "feature_41", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 577, + "unique_ratio": 0.360625, + "example_values": [ + "-0.22282", + "0.38692", + "-0.26312", + "-0.26736", + "-0.37446" + ] + } + }, + { + "name": "feature_42", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "28.545", + "-0.16374", + "0.51981", + "1.5451", + "0.17804" + ] + } + }, + { + "name": "feature_43", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.11229", + "0.026975", + "0.58405", + "0.30551", + "0.16624" + ] + } + }, + { + "name": "feature_44", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 652, + "unique_ratio": 0.4075, + "example_values": [ + "-0.57834", + "2.4111", + "-0.53126", + "-0.43162", + "-0.2984" + ] + } + }, + { + "name": "feature_45", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 821, + "unique_ratio": 0.513125, + "example_values": [ + "-2.4037", + "0.99018", + "0.028142", + "0.34473", + "-0.83879" + ] + } + }, + { + "name": "feature_46", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 729, + "unique_ratio": 0.455625, + "example_values": [ + "-0.54541", + "-0.26173", + "-0.20159", + "0.39175", + "-0.51081" + ] + } + }, + { + "name": "feature_47", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 639, + "unique_ratio": 0.399375, + "example_values": [ + "-0.55678", + "2.4793", + "-0.50897", + "-0.40777", + "-0.27247" + ] + } + }, + { + "name": "feature_48", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 664, + "unique_ratio": 0.415, + "example_values": [ + "-0.4899", + "1.4682", + "-0.43025", + "-0.35046", + "-0.13516" + ] + } + }, + { + "name": "feature_49", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 875, + "unique_ratio": 0.546875, + "example_values": [ + "1.9107", + "2.2579", + "-0.52107", + "-0.37395", + "-0.49967" + ] + } + }, + { + "name": "feature_50", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 623, + "unique_ratio": 0.389375, + "example_values": [ + "-0.46486", + "-0.30697", + "-0.28033", + "0.040786", + "0.47092" + ] + } + }, + { + "name": "feature_51", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 909, + "unique_ratio": 0.568125, + "example_values": [ + "-1.7821", + "-2.1318", + "0.61856", + "0.46226", + "0.64527" + ] + } + }, + { + "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": 6, + "unique_ratio": 0.00375, + "example_values": [ + "6", + "1", + "4", + "2", + "5" + ] + } + } + ], + "public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120/public_gate/staged_input_manifest.json", + "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/train.csv", + "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/val.csv", + "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/test.csv", + "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120/staged/public/staged_features.json", + "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tabsyn/tabsyn-n14-20260427_025120/public_gate/public_gate_report.json" +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/synthetic/tabsyn_n14/real.csv b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/synthetic/tabsyn_n14/real.csv new file mode 100644 index 0000000000000000000000000000000000000000..3eb127a41257f73db9bdc048d746e032df1602e7 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/synthetic/tabsyn_n14/real.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c185607e5260848288c1fe3ee266131707a54e9f5e053f1234c019f315783fac +size 700663 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/synthetic/tabsyn_n14/test.csv b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/synthetic/tabsyn_n14/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..3eb127a41257f73db9bdc048d746e032df1602e7 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/synthetic/tabsyn_n14/test.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c185607e5260848288c1fe3ee266131707a54e9f5e053f1234c019f315783fac +size 700663 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/tabsyn-n14-1600-20260427_025138.csv b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/tabsyn-n14-1600-20260427_025138.csv new file mode 100644 index 0000000000000000000000000000000000000000..a7b56657bd1ce80320cdf5259e5f9cfb7be8b79f --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/tabsyn-n14-1600-20260427_025138.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a7005dbba3e2e3e5ecb2852c2724becbe7ff58bd8564809c0a93496c0d90719 +size 873763 diff --git a/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/train_20260427_025120.log b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/train_20260427_025120.log new file mode 100644 index 0000000000000000000000000000000000000000..f9aa8e64fa9aed047b86ca698499e958063c5324 --- /dev/null +++ b/SynthData0523/main/n14/tabsyn/tabsyn-n14-20260427_025120/train_20260427_025120.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e55abcdbf60ab4bdef354d46522c252ee509f6fbd391a21ca251ce0d53c69afb +size 2995 diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/_tvae_generate.py b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/_tvae_generate.py new file mode 100644 index 0000000000000000000000000000000000000000..a8b84291de1b9a10b901cd486bd8a23eff1672dd --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/_tvae_generate.py @@ -0,0 +1,5 @@ +from ctgan.synthesizers.tvae import TVAE +model = TVAE.load("/work/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/models_300epochs/tvae_300epochs.pt") +samples = model.sample(1600) +samples.to_csv("/work/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/tvae-n14-1600-20260330_070617.csv", index=False) +print(f"[TVAE] Generated 1600 rows -> /work/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/tvae-n14-1600-20260330_070617.csv") diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/_tvae_train.py b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/_tvae_train.py new file mode 100644 index 0000000000000000000000000000000000000000..ad43f66069f87620e653a8f1ea35efdcdd49590b --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/_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/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/staged/public/train.csv" +meta_path = "/work/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/tvae_metadata.json" +save_path = "/work/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/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/n14/tvae/tvae-n14-20260328_053617/gen_20260328_054243.log b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/gen_20260328_054243.log new file mode 100644 index 0000000000000000000000000000000000000000..91a1fcbc591c759a9bf4fc7f7da66b28700286ff --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/gen_20260328_054243.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df655438d320ef2ac3423f3e14744ebed385f0d0752c3c686d7f9cce92c86043 +size 129 diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/gen_20260330_070617.log b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/gen_20260330_070617.log new file mode 100644 index 0000000000000000000000000000000000000000..680f7d92aeb653628285d0058163b23789b20cd8 --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/gen_20260330_070617.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:920c425c54d3b6e2b270856b7691e21685c94fc7f80eba66c1b364ee0f501928 +size 129 diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/input_snapshot.json b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..1fc022358fd32919a8366faa6177e272328c95c3 --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/input_snapshot.json @@ -0,0 +1,36 @@ +{ + "dataset_id": "n14", + "model": "tvae", + "inputs": { + "train_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-train.csv", + "exists": true, + "size": 702264, + "sha256": "c4d6be3b7e94192997cf6a7836967f58c81079d9c2138a2cfcf955c13aa15e3f" + }, + "val_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-val.csv", + "exists": true, + "size": 87778, + "sha256": "7ca6224c7c5ed163809dd10891b3d87cd2d9bf92708c67ddde10965f7972a8bc" + }, + "test_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-test.csv", + "exists": true, + "size": 88842, + "sha256": "529f75aa89ef252d65914fcfea0802f435f6463ccb22a9cbdc24ded47044fe39" + }, + "profile_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/n14/n14-dataset_profile.json", + "exists": true, + "size": 20383, + "sha256": "e98be1218eb7a3a687f66d23b695e6828c361bd4b711b6ca47aa5b94bc5c98d0" + }, + "contract_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/n14/n14-dataset_contract_v1.json", + "exists": true, + "size": 25799, + "sha256": "93b011e83e03229ee54f4294931fb1f5334df5c063644c7f6e7c72693ebe8953" + } + } +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/models_300epochs/train_20260328_053617.log b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/models_300epochs/train_20260328_053617.log new file mode 100644 index 0000000000000000000000000000000000000000..fa51a7860bc301a99110be02a50f15bd8c389bea --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/models_300epochs/train_20260328_053617.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7d2d9d3b2206243f128636e7e114efec13e434d74c33b718640c571235032ed +size 172 diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/models_300epochs/tvae_300epochs.pt b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/models_300epochs/tvae_300epochs.pt new file mode 100644 index 0000000000000000000000000000000000000000..4d33f7099a19f7c933a6100b738228986fd26dc3 --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/models_300epochs/tvae_300epochs.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:191b55f540235d8ec516f3aa7828c63a9215659e8a490fc60b53e38dbf6bd7dd +size 1967468 diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/public_gate/normalized_schema_snapshot.json b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/public_gate/normalized_schema_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..63ac42038f4306e19b8adc593465912a716a213b --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/public_gate/normalized_schema_snapshot.json @@ -0,0 +1,1099 @@ +{ + "dataset_id": "n14", + "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": 590, + "unique_ratio": 0.36875, + "example_values": [ + "0.45211", + "2.0094", + "-0.42388", + "-0.53685", + "-0.76965" + ] + } + }, + { + "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": 543, + "unique_ratio": 0.339375, + "example_values": [ + "-0.31925", + "0.83152", + "0.44793", + "0.42833", + "0.096573" + ] + } + }, + { + "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": 548, + "unique_ratio": 0.3425, + "example_values": [ + "-0.98411", + "-0.75147", + "-0.44128", + "-0.52222", + "-0.048406" + ] + } + }, + { + "name": "feature_4", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 569, + "unique_ratio": 0.355625, + "example_values": [ + "-0.13769", + "2.6448", + "-0.29227", + "-0.41526", + "-0.67574" + ] + } + }, + { + "name": "feature_5", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 654, + "unique_ratio": 0.40875, + "example_values": [ + "-0.33954", + "2.3662", + "-0.37712", + "-0.50412", + "-0.86276" + ] + } + }, + { + "name": "feature_6", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 480, + "unique_ratio": 0.3, + "example_values": [ + "1.1749", + "-0.88058", + "-0.62364", + "-0.64052", + "-0.85786" + ] + } + }, + { + "name": "feature_7", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 586, + "unique_ratio": 0.36625, + "example_values": [ + "-0.1568", + "-1.7638", + "0.57977", + "0.69951", + "1.104" + ] + } + }, + { + "name": "feature_8", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 40, + "unique_ratio": 0.025, + "example_values": [ + "-0.55397", + "-0.82637", + "-0.28157", + "-0.14537", + "-0.69017" + ] + } + }, + { + "name": "feature_9", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 735, + "unique_ratio": 0.459375, + "example_values": [ + "-0.28429", + "-0.70995", + "-0.23995", + "-0.2004", + "0.081413" + ] + } + }, + { + "name": "feature_10", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.7775", + "0.44727", + "2.3525", + "-0.64141", + "-0.23316" + ] + } + }, + { + "name": "feature_11", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 948, + "unique_ratio": 0.5925, + "example_values": [ + "-0.79958", + "2.4471", + "1.2157", + "0.98964", + "0.55807" + ] + } + }, + { + "name": "feature_12", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 142, + "unique_ratio": 0.08875, + "example_values": [ + "-0.37283", + "-0.1802", + "1.3608", + "-0.31741", + "-0.30686" + ] + } + }, + { + "name": "feature_13", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1143, + "unique_ratio": 0.714375, + "example_values": [ + "-0.30653", + "0.1737", + "0.38427", + "0.2606", + "-0.18734" + ] + } + }, + { + "name": "feature_14", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_15", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1457, + "unique_ratio": 0.910625, + "example_values": [ + "-0.16284", + "-0.26266", + "-0.11558", + "-0.1778", + "-0.16463" + ] + } + }, + { + "name": "feature_16", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1138, + "unique_ratio": 0.71125, + "example_values": [ + "-1.4041", + "-1.1376", + "0.56105", + "0.25929", + "-0.54217" + ] + } + }, + { + "name": "feature_17", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 854, + "unique_ratio": 0.53375, + "example_values": [ + "-0.040878", + "-0.12695", + "-0.15719", + "-0.15754", + "-0.15849" + ] + } + }, + { + "name": "feature_18", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 84, + "unique_ratio": 0.0525, + "example_values": [ + "5.307", + "0.58673", + "-0.54614", + "0.020298", + "1.2948" + ] + } + }, + { + "name": "feature_19", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1088, + "unique_ratio": 0.68, + "example_values": [ + "4.0034", + "0.41921", + "0.40422", + "0.11914", + "-0.99812" + ] + } + }, + { + "name": "feature_20", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 78, + "unique_ratio": 0.04875, + "example_values": [ + "9.3294", + "-0.28811", + "0.99422", + "0.78048", + "-1.3567" + ] + } + }, + { + "name": "feature_21", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1193, + "unique_ratio": 0.745625, + "example_values": [ + "4.0886", + "-0.47803", + "0.082499", + "-0.23842", + "-0.38405" + ] + } + }, + { + "name": "feature_22", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 72, + "unique_ratio": 0.045, + "example_values": [ + "0.020912", + "-0.98078", + "-1.4776", + "1.4901", + "0.38821" + ] + } + }, + { + "name": "feature_23", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1310, + "unique_ratio": 0.81875, + "example_values": [ + "-0.022059", + "-1.8796", + "0.025649", + "-1.1475", + "-0.96282" + ] + } + }, + { + "name": "feature_24", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 89, + "unique_ratio": 0.055625, + "example_values": [ + "-0.4775", + "-0.60865", + "-0.30438", + "1.446", + "0.48425" + ] + } + }, + { + "name": "feature_25", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1373, + "unique_ratio": 0.858125, + "example_values": [ + "-0.4805", + "-0.38443", + "0.15262", + "-0.51698", + "-0.74715" + ] + } + }, + { + "name": "feature_26", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 374, + "unique_ratio": 0.23375, + "example_values": [ + "2.5928", + "-0.40963", + "0.18967", + "-0.91991", + "-0.48097" + ] + } + }, + { + "name": "feature_27", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1379, + "unique_ratio": 0.861875, + "example_values": [ + "2.8029", + "-0.92258", + "0.26272", + "-0.81181", + "-0.63124" + ] + } + }, + { + "name": "feature_28", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 455, + "unique_ratio": 0.284375, + "example_values": [ + "0.10459", + "-0.11425", + "-0.088506", + "-0.11823", + "-0.046345" + ] + } + }, + { + "name": "feature_29", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1456, + "unique_ratio": 0.91, + "example_values": [ + "1.0303", + "-0.29973", + "0.12049", + "-0.27151", + "-0.2708" + ] + } + }, + { + "name": "feature_30", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 59, + "unique_ratio": 0.036875, + "example_values": [ + "-0.44033", + "2.9199", + "-0.3415", + "0.15266", + "1.3386" + ] + } + }, + { + "name": "feature_31", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 74, + "unique_ratio": 0.04625, + "example_values": [ + "4.6948", + "0.65289", + "-0.67335", + "-0.48389", + "-0.42074" + ] + } + }, + { + "name": "feature_32", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_33", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 17, + "unique_ratio": 0.010625, + "example_values": [ + "-0.092482", + "0.050869", + "0.12254", + "0.48092", + "-0.020807" + ] + } + }, + { + "name": "feature_34", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "-0.22559", + "0.5974", + "2.6549", + "2.2434", + "1.4204" + ] + } + }, + { + "name": "feature_35", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 42, + "unique_ratio": 0.02625, + "example_values": [ + "-0.42105", + "2.7834", + "-0.22077", + "-0.020493", + "0.58034" + ] + } + }, + { + "name": "feature_36", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 45, + "unique_ratio": 0.028125, + "example_values": [ + "-0.35232", + "1.7057", + "-0.22369", + "-0.09507", + "0.2908" + ] + } + }, + { + "name": "feature_37", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 593, + "unique_ratio": 0.370625, + "example_values": [ + "-0.049982", + "0.39799", + "-0.26497", + "-0.27026", + "-0.37722" + ] + } + }, + { + "name": "feature_38", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 823, + "unique_ratio": 0.514375, + "example_values": [ + "1.5377", + "0.069367", + "-0.25933", + "-0.31583", + "-0.61156" + ] + } + }, + { + "name": "feature_39", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 536, + "unique_ratio": 0.335, + "example_values": [ + "-0.048832", + "0.16966", + "-0.22108", + "-0.22686", + "-0.32975" + ] + } + }, + { + "name": "feature_40", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 48, + "unique_ratio": 0.03, + "example_values": [ + "6.5201", + "-0.26431", + "1.2433", + "-0.15662", + "0.48951" + ] + } + }, + { + "name": "feature_41", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 577, + "unique_ratio": 0.360625, + "example_values": [ + "-0.22282", + "0.38692", + "-0.26312", + "-0.26736", + "-0.37446" + ] + } + }, + { + "name": "feature_42", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "28.545", + "-0.16374", + "0.51981", + "1.5451", + "0.17804" + ] + } + }, + { + "name": "feature_43", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.11229", + "0.026975", + "0.58405", + "0.30551", + "0.16624" + ] + } + }, + { + "name": "feature_44", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 652, + "unique_ratio": 0.4075, + "example_values": [ + "-0.57834", + "2.4111", + "-0.53126", + "-0.43162", + "-0.2984" + ] + } + }, + { + "name": "feature_45", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 821, + "unique_ratio": 0.513125, + "example_values": [ + "-2.4037", + "0.99018", + "0.028142", + "0.34473", + "-0.83879" + ] + } + }, + { + "name": "feature_46", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 729, + "unique_ratio": 0.455625, + "example_values": [ + "-0.54541", + "-0.26173", + "-0.20159", + "0.39175", + "-0.51081" + ] + } + }, + { + "name": "feature_47", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 639, + "unique_ratio": 0.399375, + "example_values": [ + "-0.55678", + "2.4793", + "-0.50897", + "-0.40777", + "-0.27247" + ] + } + }, + { + "name": "feature_48", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 664, + "unique_ratio": 0.415, + "example_values": [ + "-0.4899", + "1.4682", + "-0.43025", + "-0.35046", + "-0.13516" + ] + } + }, + { + "name": "feature_49", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 875, + "unique_ratio": 0.546875, + "example_values": [ + "1.9107", + "2.2579", + "-0.52107", + "-0.37395", + "-0.49967" + ] + } + }, + { + "name": "feature_50", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 623, + "unique_ratio": 0.389375, + "example_values": [ + "-0.46486", + "-0.30697", + "-0.28033", + "0.040786", + "0.47092" + ] + } + }, + { + "name": "feature_51", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 909, + "unique_ratio": 0.568125, + "example_values": [ + "-1.7821", + "-2.1318", + "0.61856", + "0.46226", + "0.64527" + ] + } + }, + { + "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": 6, + "unique_ratio": 0.00375, + "example_values": [ + "6", + "1", + "4", + "2", + "5" + ] + } + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/public_gate/public_gate_report.json b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/public_gate/public_gate_report.json new file mode 100644 index 0000000000000000000000000000000000000000..57e524ddabdcb14de0ed46702026c9ff0bdd2756 --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/public_gate/public_gate_report.json @@ -0,0 +1,37 @@ +{ + "dataset_id": "n14", + "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/n14/n14-train.csv", + "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-val.csv", + "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/n14/n14-test.csv" + } +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/public_gate/staged_input_manifest.json b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/public_gate/staged_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2bbe934d0161be74260a6d521650221eaf077f70 --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/public_gate/staged_input_manifest.json @@ -0,0 +1,1104 @@ +{ + "dataset_id": "n14", + "target_column": "target", + "task_type": "classification", + "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/staged/public/train.csv", + "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/staged/public/val.csv", + "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/staged/public/test.csv", + "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/staged/public/staged_features.json", + "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/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": 590, + "unique_ratio": 0.36875, + "example_values": [ + "0.45211", + "2.0094", + "-0.42388", + "-0.53685", + "-0.76965" + ] + } + }, + { + "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": 543, + "unique_ratio": 0.339375, + "example_values": [ + "-0.31925", + "0.83152", + "0.44793", + "0.42833", + "0.096573" + ] + } + }, + { + "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": 548, + "unique_ratio": 0.3425, + "example_values": [ + "-0.98411", + "-0.75147", + "-0.44128", + "-0.52222", + "-0.048406" + ] + } + }, + { + "name": "feature_4", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 569, + "unique_ratio": 0.355625, + "example_values": [ + "-0.13769", + "2.6448", + "-0.29227", + "-0.41526", + "-0.67574" + ] + } + }, + { + "name": "feature_5", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 654, + "unique_ratio": 0.40875, + "example_values": [ + "-0.33954", + "2.3662", + "-0.37712", + "-0.50412", + "-0.86276" + ] + } + }, + { + "name": "feature_6", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 480, + "unique_ratio": 0.3, + "example_values": [ + "1.1749", + "-0.88058", + "-0.62364", + "-0.64052", + "-0.85786" + ] + } + }, + { + "name": "feature_7", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 586, + "unique_ratio": 0.36625, + "example_values": [ + "-0.1568", + "-1.7638", + "0.57977", + "0.69951", + "1.104" + ] + } + }, + { + "name": "feature_8", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 40, + "unique_ratio": 0.025, + "example_values": [ + "-0.55397", + "-0.82637", + "-0.28157", + "-0.14537", + "-0.69017" + ] + } + }, + { + "name": "feature_9", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 735, + "unique_ratio": 0.459375, + "example_values": [ + "-0.28429", + "-0.70995", + "-0.23995", + "-0.2004", + "0.081413" + ] + } + }, + { + "name": "feature_10", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.7775", + "0.44727", + "2.3525", + "-0.64141", + "-0.23316" + ] + } + }, + { + "name": "feature_11", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 948, + "unique_ratio": 0.5925, + "example_values": [ + "-0.79958", + "2.4471", + "1.2157", + "0.98964", + "0.55807" + ] + } + }, + { + "name": "feature_12", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 142, + "unique_ratio": 0.08875, + "example_values": [ + "-0.37283", + "-0.1802", + "1.3608", + "-0.31741", + "-0.30686" + ] + } + }, + { + "name": "feature_13", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1143, + "unique_ratio": 0.714375, + "example_values": [ + "-0.30653", + "0.1737", + "0.38427", + "0.2606", + "-0.18734" + ] + } + }, + { + "name": "feature_14", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_15", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1457, + "unique_ratio": 0.910625, + "example_values": [ + "-0.16284", + "-0.26266", + "-0.11558", + "-0.1778", + "-0.16463" + ] + } + }, + { + "name": "feature_16", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1138, + "unique_ratio": 0.71125, + "example_values": [ + "-1.4041", + "-1.1376", + "0.56105", + "0.25929", + "-0.54217" + ] + } + }, + { + "name": "feature_17", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 854, + "unique_ratio": 0.53375, + "example_values": [ + "-0.040878", + "-0.12695", + "-0.15719", + "-0.15754", + "-0.15849" + ] + } + }, + { + "name": "feature_18", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 84, + "unique_ratio": 0.0525, + "example_values": [ + "5.307", + "0.58673", + "-0.54614", + "0.020298", + "1.2948" + ] + } + }, + { + "name": "feature_19", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1088, + "unique_ratio": 0.68, + "example_values": [ + "4.0034", + "0.41921", + "0.40422", + "0.11914", + "-0.99812" + ] + } + }, + { + "name": "feature_20", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 78, + "unique_ratio": 0.04875, + "example_values": [ + "9.3294", + "-0.28811", + "0.99422", + "0.78048", + "-1.3567" + ] + } + }, + { + "name": "feature_21", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1193, + "unique_ratio": 0.745625, + "example_values": [ + "4.0886", + "-0.47803", + "0.082499", + "-0.23842", + "-0.38405" + ] + } + }, + { + "name": "feature_22", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 72, + "unique_ratio": 0.045, + "example_values": [ + "0.020912", + "-0.98078", + "-1.4776", + "1.4901", + "0.38821" + ] + } + }, + { + "name": "feature_23", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1310, + "unique_ratio": 0.81875, + "example_values": [ + "-0.022059", + "-1.8796", + "0.025649", + "-1.1475", + "-0.96282" + ] + } + }, + { + "name": "feature_24", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 89, + "unique_ratio": 0.055625, + "example_values": [ + "-0.4775", + "-0.60865", + "-0.30438", + "1.446", + "0.48425" + ] + } + }, + { + "name": "feature_25", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1373, + "unique_ratio": 0.858125, + "example_values": [ + "-0.4805", + "-0.38443", + "0.15262", + "-0.51698", + "-0.74715" + ] + } + }, + { + "name": "feature_26", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 374, + "unique_ratio": 0.23375, + "example_values": [ + "2.5928", + "-0.40963", + "0.18967", + "-0.91991", + "-0.48097" + ] + } + }, + { + "name": "feature_27", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1379, + "unique_ratio": 0.861875, + "example_values": [ + "2.8029", + "-0.92258", + "0.26272", + "-0.81181", + "-0.63124" + ] + } + }, + { + "name": "feature_28", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 455, + "unique_ratio": 0.284375, + "example_values": [ + "0.10459", + "-0.11425", + "-0.088506", + "-0.11823", + "-0.046345" + ] + } + }, + { + "name": "feature_29", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1456, + "unique_ratio": 0.91, + "example_values": [ + "1.0303", + "-0.29973", + "0.12049", + "-0.27151", + "-0.2708" + ] + } + }, + { + "name": "feature_30", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 59, + "unique_ratio": 0.036875, + "example_values": [ + "-0.44033", + "2.9199", + "-0.3415", + "0.15266", + "1.3386" + ] + } + }, + { + "name": "feature_31", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 74, + "unique_ratio": 0.04625, + "example_values": [ + "4.6948", + "0.65289", + "-0.67335", + "-0.48389", + "-0.42074" + ] + } + }, + { + "name": "feature_32", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_33", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 17, + "unique_ratio": 0.010625, + "example_values": [ + "-0.092482", + "0.050869", + "0.12254", + "0.48092", + "-0.020807" + ] + } + }, + { + "name": "feature_34", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "-0.22559", + "0.5974", + "2.6549", + "2.2434", + "1.4204" + ] + } + }, + { + "name": "feature_35", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 42, + "unique_ratio": 0.02625, + "example_values": [ + "-0.42105", + "2.7834", + "-0.22077", + "-0.020493", + "0.58034" + ] + } + }, + { + "name": "feature_36", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 45, + "unique_ratio": 0.028125, + "example_values": [ + "-0.35232", + "1.7057", + "-0.22369", + "-0.09507", + "0.2908" + ] + } + }, + { + "name": "feature_37", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 593, + "unique_ratio": 0.370625, + "example_values": [ + "-0.049982", + "0.39799", + "-0.26497", + "-0.27026", + "-0.37722" + ] + } + }, + { + "name": "feature_38", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 823, + "unique_ratio": 0.514375, + "example_values": [ + "1.5377", + "0.069367", + "-0.25933", + "-0.31583", + "-0.61156" + ] + } + }, + { + "name": "feature_39", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 536, + "unique_ratio": 0.335, + "example_values": [ + "-0.048832", + "0.16966", + "-0.22108", + "-0.22686", + "-0.32975" + ] + } + }, + { + "name": "feature_40", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 48, + "unique_ratio": 0.03, + "example_values": [ + "6.5201", + "-0.26431", + "1.2433", + "-0.15662", + "0.48951" + ] + } + }, + { + "name": "feature_41", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 577, + "unique_ratio": 0.360625, + "example_values": [ + "-0.22282", + "0.38692", + "-0.26312", + "-0.26736", + "-0.37446" + ] + } + }, + { + "name": "feature_42", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "28.545", + "-0.16374", + "0.51981", + "1.5451", + "0.17804" + ] + } + }, + { + "name": "feature_43", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.11229", + "0.026975", + "0.58405", + "0.30551", + "0.16624" + ] + } + }, + { + "name": "feature_44", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 652, + "unique_ratio": 0.4075, + "example_values": [ + "-0.57834", + "2.4111", + "-0.53126", + "-0.43162", + "-0.2984" + ] + } + }, + { + "name": "feature_45", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 821, + "unique_ratio": 0.513125, + "example_values": [ + "-2.4037", + "0.99018", + "0.028142", + "0.34473", + "-0.83879" + ] + } + }, + { + "name": "feature_46", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 729, + "unique_ratio": 0.455625, + "example_values": [ + "-0.54541", + "-0.26173", + "-0.20159", + "0.39175", + "-0.51081" + ] + } + }, + { + "name": "feature_47", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 639, + "unique_ratio": 0.399375, + "example_values": [ + "-0.55678", + "2.4793", + "-0.50897", + "-0.40777", + "-0.27247" + ] + } + }, + { + "name": "feature_48", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 664, + "unique_ratio": 0.415, + "example_values": [ + "-0.4899", + "1.4682", + "-0.43025", + "-0.35046", + "-0.13516" + ] + } + }, + { + "name": "feature_49", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 875, + "unique_ratio": 0.546875, + "example_values": [ + "1.9107", + "2.2579", + "-0.52107", + "-0.37395", + "-0.49967" + ] + } + }, + { + "name": "feature_50", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 623, + "unique_ratio": 0.389375, + "example_values": [ + "-0.46486", + "-0.30697", + "-0.28033", + "0.040786", + "0.47092" + ] + } + }, + { + "name": "feature_51", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 909, + "unique_ratio": 0.568125, + "example_values": [ + "-1.7821", + "-2.1318", + "0.61856", + "0.46226", + "0.64527" + ] + } + }, + { + "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": 6, + "unique_ratio": 0.00375, + "example_values": [ + "6", + "1", + "4", + "2", + "5" + ] + } + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/runtime_result.json b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/runtime_result.json new file mode 100644 index 0000000000000000000000000000000000000000..af6a52df9c15a7ac60f3bd6065264e8ada03cf7f --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/runtime_result.json @@ -0,0 +1,14 @@ +{ + "dataset_id": "n14", + "model": "tvae", + "run_id": "tvae-n14-20260328_053617", + "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/n14/tvae/tvae-n14-20260328_053617/tvae-n14-1600-20260330_070617.csv" + } +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/public/staged_features.json b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/public/staged_features.json new file mode 100644 index 0000000000000000000000000000000000000000..24b798ec94c2577623a88793f4c410ea2a586c85 --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/public/staged_features.json @@ -0,0 +1,262 @@ +[ + { + "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": "feature_4", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_5", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_6", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_7", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_8", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_9", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_10", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_11", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_12", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_13", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_14", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_15", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_16", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_17", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_18", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_19", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_20", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_21", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_22", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_23", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_24", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_25", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_26", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_27", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_28", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_29", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_30", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_31", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_32", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_33", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_34", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_35", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_36", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_37", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_38", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_39", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_40", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_41", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_42", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_43", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_44", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_45", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_46", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_47", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_48", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_49", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_50", + "data_type": "continuous", + "is_target": false + }, + { + "feature_name": "feature_51", + "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/n14/tvae/tvae-n14-20260328_053617/staged/public/test.csv b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/public/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..f0047af47ae70bd3483af5c9474d2baa67f629bb --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/public/test.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c58f97d23ce9ec15dde2caf4ba02105c2839eb4b1e1bb7f5183e0661fec4ecd +size 88640 diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/public/train.csv b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/public/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..3eb127a41257f73db9bdc048d746e032df1602e7 --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/public/train.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c185607e5260848288c1fe3ee266131707a54e9f5e053f1234c019f315783fac +size 700663 diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/public/val.csv b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/public/val.csv new file mode 100644 index 0000000000000000000000000000000000000000..a5a6f693df47fd7a53d30e1da2c9caaa2edf2d23 --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/public/val.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:efcb8ee58a24ce4397213b3c4df4826fbcc6662da77b0919ff4e1935d12e2e89 +size 87578 diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/tvae/adapter_report.json b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/tvae/adapter_report.json new file mode 100644 index 0000000000000000000000000000000000000000..077118402372e90c353f4ade1be221ac3a127247 --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/tvae/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/n14/tvae/tvae-n14-20260328_053617/staged/tvae/model_input_manifest.json" +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/tvae/adapter_transforms_applied.json b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/tvae/adapter_transforms_applied.json new file mode 100644 index 0000000000000000000000000000000000000000..0637a088a01e8ddab3bf3fa98dbe804cbde1a0dc --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/tvae/adapter_transforms_applied.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/tvae/model_input_manifest.json b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/tvae/model_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..70546c13e5fcdc36d4085b08adb563ac330784be --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/staged/tvae/model_input_manifest.json @@ -0,0 +1,1106 @@ +{ + "dataset_id": "n14", + "model": "tvae", + "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": 590, + "unique_ratio": 0.36875, + "example_values": [ + "0.45211", + "2.0094", + "-0.42388", + "-0.53685", + "-0.76965" + ] + } + }, + { + "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": 543, + "unique_ratio": 0.339375, + "example_values": [ + "-0.31925", + "0.83152", + "0.44793", + "0.42833", + "0.096573" + ] + } + }, + { + "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": 548, + "unique_ratio": 0.3425, + "example_values": [ + "-0.98411", + "-0.75147", + "-0.44128", + "-0.52222", + "-0.048406" + ] + } + }, + { + "name": "feature_4", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 569, + "unique_ratio": 0.355625, + "example_values": [ + "-0.13769", + "2.6448", + "-0.29227", + "-0.41526", + "-0.67574" + ] + } + }, + { + "name": "feature_5", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 654, + "unique_ratio": 0.40875, + "example_values": [ + "-0.33954", + "2.3662", + "-0.37712", + "-0.50412", + "-0.86276" + ] + } + }, + { + "name": "feature_6", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 480, + "unique_ratio": 0.3, + "example_values": [ + "1.1749", + "-0.88058", + "-0.62364", + "-0.64052", + "-0.85786" + ] + } + }, + { + "name": "feature_7", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 586, + "unique_ratio": 0.36625, + "example_values": [ + "-0.1568", + "-1.7638", + "0.57977", + "0.69951", + "1.104" + ] + } + }, + { + "name": "feature_8", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 40, + "unique_ratio": 0.025, + "example_values": [ + "-0.55397", + "-0.82637", + "-0.28157", + "-0.14537", + "-0.69017" + ] + } + }, + { + "name": "feature_9", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 735, + "unique_ratio": 0.459375, + "example_values": [ + "-0.28429", + "-0.70995", + "-0.23995", + "-0.2004", + "0.081413" + ] + } + }, + { + "name": "feature_10", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.7775", + "0.44727", + "2.3525", + "-0.64141", + "-0.23316" + ] + } + }, + { + "name": "feature_11", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 948, + "unique_ratio": 0.5925, + "example_values": [ + "-0.79958", + "2.4471", + "1.2157", + "0.98964", + "0.55807" + ] + } + }, + { + "name": "feature_12", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 142, + "unique_ratio": 0.08875, + "example_values": [ + "-0.37283", + "-0.1802", + "1.3608", + "-0.31741", + "-0.30686" + ] + } + }, + { + "name": "feature_13", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1143, + "unique_ratio": 0.714375, + "example_values": [ + "-0.30653", + "0.1737", + "0.38427", + "0.2606", + "-0.18734" + ] + } + }, + { + "name": "feature_14", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_15", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1457, + "unique_ratio": 0.910625, + "example_values": [ + "-0.16284", + "-0.26266", + "-0.11558", + "-0.1778", + "-0.16463" + ] + } + }, + { + "name": "feature_16", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1138, + "unique_ratio": 0.71125, + "example_values": [ + "-1.4041", + "-1.1376", + "0.56105", + "0.25929", + "-0.54217" + ] + } + }, + { + "name": "feature_17", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 854, + "unique_ratio": 0.53375, + "example_values": [ + "-0.040878", + "-0.12695", + "-0.15719", + "-0.15754", + "-0.15849" + ] + } + }, + { + "name": "feature_18", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 84, + "unique_ratio": 0.0525, + "example_values": [ + "5.307", + "0.58673", + "-0.54614", + "0.020298", + "1.2948" + ] + } + }, + { + "name": "feature_19", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1088, + "unique_ratio": 0.68, + "example_values": [ + "4.0034", + "0.41921", + "0.40422", + "0.11914", + "-0.99812" + ] + } + }, + { + "name": "feature_20", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 78, + "unique_ratio": 0.04875, + "example_values": [ + "9.3294", + "-0.28811", + "0.99422", + "0.78048", + "-1.3567" + ] + } + }, + { + "name": "feature_21", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1193, + "unique_ratio": 0.745625, + "example_values": [ + "4.0886", + "-0.47803", + "0.082499", + "-0.23842", + "-0.38405" + ] + } + }, + { + "name": "feature_22", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 72, + "unique_ratio": 0.045, + "example_values": [ + "0.020912", + "-0.98078", + "-1.4776", + "1.4901", + "0.38821" + ] + } + }, + { + "name": "feature_23", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1310, + "unique_ratio": 0.81875, + "example_values": [ + "-0.022059", + "-1.8796", + "0.025649", + "-1.1475", + "-0.96282" + ] + } + }, + { + "name": "feature_24", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 89, + "unique_ratio": 0.055625, + "example_values": [ + "-0.4775", + "-0.60865", + "-0.30438", + "1.446", + "0.48425" + ] + } + }, + { + "name": "feature_25", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1373, + "unique_ratio": 0.858125, + "example_values": [ + "-0.4805", + "-0.38443", + "0.15262", + "-0.51698", + "-0.74715" + ] + } + }, + { + "name": "feature_26", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 374, + "unique_ratio": 0.23375, + "example_values": [ + "2.5928", + "-0.40963", + "0.18967", + "-0.91991", + "-0.48097" + ] + } + }, + { + "name": "feature_27", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1379, + "unique_ratio": 0.861875, + "example_values": [ + "2.8029", + "-0.92258", + "0.26272", + "-0.81181", + "-0.63124" + ] + } + }, + { + "name": "feature_28", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 455, + "unique_ratio": 0.284375, + "example_values": [ + "0.10459", + "-0.11425", + "-0.088506", + "-0.11823", + "-0.046345" + ] + } + }, + { + "name": "feature_29", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 1456, + "unique_ratio": 0.91, + "example_values": [ + "1.0303", + "-0.29973", + "0.12049", + "-0.27151", + "-0.2708" + ] + } + }, + { + "name": "feature_30", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 59, + "unique_ratio": 0.036875, + "example_values": [ + "-0.44033", + "2.9199", + "-0.3415", + "0.15266", + "1.3386" + ] + } + }, + { + "name": "feature_31", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 74, + "unique_ratio": 0.04625, + "example_values": [ + "4.6948", + "0.65289", + "-0.67335", + "-0.48389", + "-0.42074" + ] + } + }, + { + "name": "feature_32", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 80, + "unique_ratio": 0.05, + "example_values": [ + "-3.4736", + "-1.9824", + "0.70172", + "0.75143", + "0.30407" + ] + } + }, + { + "name": "feature_33", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 17, + "unique_ratio": 0.010625, + "example_values": [ + "-0.092482", + "0.050869", + "0.12254", + "0.48092", + "-0.020807" + ] + } + }, + { + "name": "feature_34", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "-0.22559", + "0.5974", + "2.6549", + "2.2434", + "1.4204" + ] + } + }, + { + "name": "feature_35", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 42, + "unique_ratio": 0.02625, + "example_values": [ + "-0.42105", + "2.7834", + "-0.22077", + "-0.020493", + "0.58034" + ] + } + }, + { + "name": "feature_36", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 45, + "unique_ratio": 0.028125, + "example_values": [ + "-0.35232", + "1.7057", + "-0.22369", + "-0.09507", + "0.2908" + ] + } + }, + { + "name": "feature_37", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 593, + "unique_ratio": 0.370625, + "example_values": [ + "-0.049982", + "0.39799", + "-0.26497", + "-0.27026", + "-0.37722" + ] + } + }, + { + "name": "feature_38", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 823, + "unique_ratio": 0.514375, + "example_values": [ + "1.5377", + "0.069367", + "-0.25933", + "-0.31583", + "-0.61156" + ] + } + }, + { + "name": "feature_39", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 536, + "unique_ratio": 0.335, + "example_values": [ + "-0.048832", + "0.16966", + "-0.22108", + "-0.22686", + "-0.32975" + ] + } + }, + { + "name": "feature_40", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 48, + "unique_ratio": 0.03, + "example_values": [ + "6.5201", + "-0.26431", + "1.2433", + "-0.15662", + "0.48951" + ] + } + }, + { + "name": "feature_41", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 577, + "unique_ratio": 0.360625, + "example_values": [ + "-0.22282", + "0.38692", + "-0.26312", + "-0.26736", + "-0.37446" + ] + } + }, + { + "name": "feature_42", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 25, + "unique_ratio": 0.015625, + "example_values": [ + "28.545", + "-0.16374", + "0.51981", + "1.5451", + "0.17804" + ] + } + }, + { + "name": "feature_43", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 22, + "unique_ratio": 0.01375, + "example_values": [ + "-0.11229", + "0.026975", + "0.58405", + "0.30551", + "0.16624" + ] + } + }, + { + "name": "feature_44", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 652, + "unique_ratio": 0.4075, + "example_values": [ + "-0.57834", + "2.4111", + "-0.53126", + "-0.43162", + "-0.2984" + ] + } + }, + { + "name": "feature_45", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 821, + "unique_ratio": 0.513125, + "example_values": [ + "-2.4037", + "0.99018", + "0.028142", + "0.34473", + "-0.83879" + ] + } + }, + { + "name": "feature_46", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 729, + "unique_ratio": 0.455625, + "example_values": [ + "-0.54541", + "-0.26173", + "-0.20159", + "0.39175", + "-0.51081" + ] + } + }, + { + "name": "feature_47", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 639, + "unique_ratio": 0.399375, + "example_values": [ + "-0.55678", + "2.4793", + "-0.50897", + "-0.40777", + "-0.27247" + ] + } + }, + { + "name": "feature_48", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 664, + "unique_ratio": 0.415, + "example_values": [ + "-0.4899", + "1.4682", + "-0.43025", + "-0.35046", + "-0.13516" + ] + } + }, + { + "name": "feature_49", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 875, + "unique_ratio": 0.546875, + "example_values": [ + "1.9107", + "2.2579", + "-0.52107", + "-0.37395", + "-0.49967" + ] + } + }, + { + "name": "feature_50", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 623, + "unique_ratio": 0.389375, + "example_values": [ + "-0.46486", + "-0.30697", + "-0.28033", + "0.040786", + "0.47092" + ] + } + }, + { + "name": "feature_51", + "role": "feature", + "semantic_type": "numeric", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "median", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 909, + "unique_ratio": 0.568125, + "example_values": [ + "-1.7821", + "-2.1318", + "0.61856", + "0.46226", + "0.64527" + ] + } + }, + { + "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": 6, + "unique_ratio": 0.00375, + "example_values": [ + "6", + "1", + "4", + "2", + "5" + ] + } + } + ], + "public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/public_gate/staged_input_manifest.json", + "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/staged/public/train.csv", + "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/staged/public/val.csv", + "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/staged/public/test.csv", + "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/staged/public/staged_features.json", + "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/n14/tvae/tvae-n14-20260328_053617/public_gate/public_gate_report.json" +} \ No newline at end of file diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/tvae-n14-1000-20260328_054243.csv b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/tvae-n14-1000-20260328_054243.csv new file mode 100644 index 0000000000000000000000000000000000000000..66cf7d7419c001bd409a53efadb08e0419a17e8a --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/tvae-n14-1000-20260328_054243.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9dac00cace29a31d39a7a711c63f81a4c8b797e51a7d5d79f7ecd3e62faeba37 +size 1024415 diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/tvae-n14-1600-20260330_070617.csv b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/tvae-n14-1600-20260330_070617.csv new file mode 100644 index 0000000000000000000000000000000000000000..ad56739f03edc384b7907169e2c36859a7d5c0a6 --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/tvae-n14-1600-20260330_070617.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d0a95a1726c2cf5d885467eb94983f27ec61ffc06100dc1b890494e0ee07e0e +size 1581492 diff --git a/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/tvae_metadata.json b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/tvae_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f71f79b8262009529704c8bf6ac25d2640d34f8e --- /dev/null +++ b/SynthData0523/main/n14/tvae/tvae-n14-20260328_053617/tvae_metadata.json @@ -0,0 +1,212 @@ +{ + "columns": [ + { + "name": "feature_1", + "type": "continuous" + }, + { + "name": "feature_2", + "type": "continuous" + }, + { + "name": "feature_3", + "type": "continuous" + }, + { + "name": "feature_4", + "type": "continuous" + }, + { + "name": "feature_5", + "type": "continuous" + }, + { + "name": "feature_6", + "type": "continuous" + }, + { + "name": "feature_7", + "type": "continuous" + }, + { + "name": "feature_8", + "type": "continuous" + }, + { + "name": "feature_9", + "type": "continuous" + }, + { + "name": "feature_10", + "type": "continuous" + }, + { + "name": "feature_11", + "type": "continuous" + }, + { + "name": "feature_12", + "type": "continuous" + }, + { + "name": "feature_13", + "type": "continuous" + }, + { + "name": "feature_14", + "type": "continuous" + }, + { + "name": "feature_15", + "type": "continuous" + }, + { + "name": "feature_16", + "type": "continuous" + }, + { + "name": "feature_17", + "type": "continuous" + }, + { + "name": "feature_18", + "type": "continuous" + }, + { + "name": "feature_19", + "type": "continuous" + }, + { + "name": "feature_20", + "type": "continuous" + }, + { + "name": "feature_21", + "type": "continuous" + }, + { + "name": "feature_22", + "type": "continuous" + }, + { + "name": "feature_23", + "type": "continuous" + }, + { + "name": "feature_24", + "type": "continuous" + }, + { + "name": "feature_25", + "type": "continuous" + }, + { + "name": "feature_26", + "type": "continuous" + }, + { + "name": "feature_27", + "type": "continuous" + }, + { + "name": "feature_28", + "type": "continuous" + }, + { + "name": "feature_29", + "type": "continuous" + }, + { + "name": "feature_30", + "type": "continuous" + }, + { + "name": "feature_31", + "type": "continuous" + }, + { + "name": "feature_32", + "type": "continuous" + }, + { + "name": "feature_33", + "type": "continuous" + }, + { + "name": "feature_34", + "type": "continuous" + }, + { + "name": "feature_35", + "type": "continuous" + }, + { + "name": "feature_36", + "type": "continuous" + }, + { + "name": "feature_37", + "type": "continuous" + }, + { + "name": "feature_38", + "type": "continuous" + }, + { + "name": "feature_39", + "type": "continuous" + }, + { + "name": "feature_40", + "type": "continuous" + }, + { + "name": "feature_41", + "type": "continuous" + }, + { + "name": "feature_42", + "type": "continuous" + }, + { + "name": "feature_43", + "type": "continuous" + }, + { + "name": "feature_44", + "type": "continuous" + }, + { + "name": "feature_45", + "type": "continuous" + }, + { + "name": "feature_46", + "type": "continuous" + }, + { + "name": "feature_47", + "type": "continuous" + }, + { + "name": "feature_48", + "type": "continuous" + }, + { + "name": "feature_49", + "type": "continuous" + }, + { + "name": "feature_50", + "type": "continuous" + }, + { + "name": "feature_51", + "type": "continuous" + }, + { + "name": "target", + "type": "continuous" + } + ] +} \ No newline at end of file