jialinzhang commited on
Commit ·
df641fb
1
Parent(s): df5c242
Add syntheticFail c7
Browse files- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/_fd_X_host.npy +3 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/_fd_meta_host.json +1 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/_fd_train.py +28 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/input_snapshot.json +36 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/public_gate/normalized_schema_snapshot.json +183 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/public_gate/public_gate_report.json +37 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/public_gate/staged_input_manifest.json +188 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/runtime_result.json +12 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/forestdiffusion/adapter_report.json +7 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/forestdiffusion/adapter_transforms_applied.json +1 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/forestdiffusion/model_input_manifest.json +190 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/staged_features.json +47 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/test.csv +3 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/train.csv +3 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/val.csv +3 -0
- syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/train_20260429_081631.log +3 -0
syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/_fd_X_host.npy
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:704bab13ead16cf08a6c8521c33a1e9c77ec3c94ed9b6b190511a1b1d55d7ba1
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size 373376
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syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/_fd_meta_host.json
ADDED
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{"column_names": ["parents", "has_nurs", "form", "children", "housing", "finance", "social", "health", "class"], "cat_indexes": [0, 1, 2, 3, 4, 5, 6, 7]}
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syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/_fd_train.py
ADDED
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import shutil, json
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shutil.copy(r'/work/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/_fd_X_host.npy', '/tmp/fd_X.npy')
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with open(r'/work/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/_fd_meta_host.json') as f:
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open('/tmp/fd_meta.json','w').write(f.read())
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import numpy as np, joblib, json, os
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from ForestDiffusion import ForestDiffusionModel
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X = np.load("/tmp/fd_X.npy")
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with open("/tmp/fd_meta.json") as f:
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meta = json.load(f)
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cat_indexes = meta["cat_indexes"]
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print(
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"[ForestDiffusion] train config: "
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f"rows={X.shape[0]} cols={X.shape[1]} n_t=20 "
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f"n_estimators=100 duplicate_K=20 n_jobs=2 "
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f"xgb_verbosity=1",
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flush=True,
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)
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m = ForestDiffusionModel(
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X, n_t=20, n_estimators=100, duplicate_K=20, n_jobs=2,
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model="xgboost", max_depth=6, tree_method="hist", cat_indexes=cat_indexes,
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verbosity=1,
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)
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joblib.dump((m, meta), "/tmp/fd_model.joblib")
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print("ForestDiffusion train OK")
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shutil.copy('/tmp/fd_model.joblib', r'/work/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/forestdiffusion_model.joblib')
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syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/input_snapshot.json
ADDED
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{
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"dataset_id": "c7",
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"model": "forestdiffusion",
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"inputs": {
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"train_csv": {
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"path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c7/c7-train.csv",
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"exists": true,
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"size": 857718,
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"sha256": "0ec97b49cecfd452f07551a63db7b812b5998a1e37101eae82255d00aa6a6243"
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},
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"val_csv": {
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"path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c7/c7-val.csv",
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"exists": true,
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"size": 107489,
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"sha256": "4501bb2be19f7e13b7ff5e9dedd74e3dd42f2cafc8cefd5435bda61fc974a769"
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},
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"test_csv": {
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"path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c7/c7-test.csv",
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"exists": true,
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"size": 107327,
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"sha256": "f9e808033a07feabb980addcf8c5f75111189ac2fb70993b8ad0f5ca3d5cfbae"
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},
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"profile_json": {
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"path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c7/c7-dataset_profile.json",
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"exists": true,
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"size": 4014,
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"sha256": "60424c615b91a26cf02d9bc1d7f91caa0ceb95bab39eb7cff6f9edea3ca0600e"
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},
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"contract_json": {
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"path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c7/c7-dataset_contract_v1.json",
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"exists": true,
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"size": 4759,
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"sha256": "79a434a1e2553b14b9f2e98c1adfc32a71aaa0d6cd49234f3f8a5603efca4ebd"
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}
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}
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}
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syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/public_gate/normalized_schema_snapshot.json
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{
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"dataset_id": "c7",
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"target_column": "class",
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"task_type": "classification",
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"columns": [
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{
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"name": "parents",
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"role": "feature",
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"semantic_type": "categorical",
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"nullable": false,
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"missing_tokens": [],
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"parse_format": null,
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"impute_strategy": "mode",
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"profile_stats": {
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"missing_rate": 0.0,
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| 16 |
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"unique_count": 3,
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"unique_ratio": 0.000289,
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"example_values": [
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"usual",
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"pretentious",
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"great_pret"
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]
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}
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},
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{
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"name": "has_nurs",
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| 27 |
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"role": "feature",
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| 28 |
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"semantic_type": "categorical",
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| 29 |
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"nullable": false,
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| 30 |
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"missing_tokens": [],
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| 31 |
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"parse_format": null,
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| 32 |
+
"impute_strategy": "mode",
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| 33 |
+
"profile_stats": {
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"missing_rate": 0.0,
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| 35 |
+
"unique_count": 5,
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"unique_ratio": 0.000482,
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"example_values": [
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"very_crit",
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"critical",
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"improper",
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"less_proper",
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"proper"
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]
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}
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},
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{
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"name": "form",
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| 48 |
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"role": "feature",
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| 49 |
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"semantic_type": "categorical",
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| 50 |
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"nullable": false,
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| 51 |
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"missing_tokens": [],
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| 52 |
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"parse_format": null,
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| 53 |
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"impute_strategy": "mode",
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| 54 |
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"profile_stats": {
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| 55 |
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"missing_rate": 0.0,
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| 56 |
+
"unique_count": 4,
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| 57 |
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"unique_ratio": 0.000386,
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| 58 |
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"example_values": [
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| 59 |
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"complete",
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| 60 |
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"completed",
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| 61 |
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"incomplete",
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| 62 |
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"foster"
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| 63 |
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]
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| 64 |
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}
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| 65 |
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},
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| 66 |
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{
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| 67 |
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"name": "children",
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| 68 |
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"role": "feature",
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| 69 |
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"semantic_type": "categorical",
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| 70 |
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"nullable": false,
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| 71 |
+
"missing_tokens": [],
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| 72 |
+
"parse_format": null,
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| 73 |
+
"impute_strategy": "mode",
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| 74 |
+
"profile_stats": {
|
| 75 |
+
"missing_rate": 0.0,
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| 76 |
+
"unique_count": 4,
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| 77 |
+
"unique_ratio": 0.000386,
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| 78 |
+
"example_values": [
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| 79 |
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"1",
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| 80 |
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"3",
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| 81 |
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"2",
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| 82 |
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"more"
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| 83 |
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]
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| 84 |
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}
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| 85 |
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},
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| 86 |
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{
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| 87 |
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"name": "housing",
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| 88 |
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"role": "feature",
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| 89 |
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"semantic_type": "categorical",
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| 90 |
+
"nullable": false,
|
| 91 |
+
"missing_tokens": [],
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| 92 |
+
"parse_format": null,
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| 93 |
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"impute_strategy": "mode",
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| 94 |
+
"profile_stats": {
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| 95 |
+
"missing_rate": 0.0,
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| 96 |
+
"unique_count": 3,
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| 97 |
+
"unique_ratio": 0.000289,
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| 98 |
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"example_values": [
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| 99 |
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"less_conv",
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| 100 |
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"convenient",
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| 101 |
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"critical"
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| 102 |
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]
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| 103 |
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}
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| 104 |
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},
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| 105 |
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{
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| 106 |
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"name": "finance",
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| 107 |
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"role": "feature",
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| 108 |
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"semantic_type": "categorical",
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| 109 |
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"nullable": false,
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| 110 |
+
"missing_tokens": [],
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| 111 |
+
"parse_format": null,
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| 112 |
+
"impute_strategy": "mode",
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| 113 |
+
"profile_stats": {
|
| 114 |
+
"missing_rate": 0.0,
|
| 115 |
+
"unique_count": 2,
|
| 116 |
+
"unique_ratio": 0.000193,
|
| 117 |
+
"example_values": [
|
| 118 |
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"convenient",
|
| 119 |
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"inconv"
|
| 120 |
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]
|
| 121 |
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}
|
| 122 |
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},
|
| 123 |
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{
|
| 124 |
+
"name": "social",
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| 125 |
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"role": "feature",
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| 126 |
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"semantic_type": "categorical",
|
| 127 |
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"nullable": false,
|
| 128 |
+
"missing_tokens": [],
|
| 129 |
+
"parse_format": null,
|
| 130 |
+
"impute_strategy": "mode",
|
| 131 |
+
"profile_stats": {
|
| 132 |
+
"missing_rate": 0.0,
|
| 133 |
+
"unique_count": 3,
|
| 134 |
+
"unique_ratio": 0.000289,
|
| 135 |
+
"example_values": [
|
| 136 |
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"slightly_prob",
|
| 137 |
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"nonprob",
|
| 138 |
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"problematic"
|
| 139 |
+
]
|
| 140 |
+
}
|
| 141 |
+
},
|
| 142 |
+
{
|
| 143 |
+
"name": "health",
|
| 144 |
+
"role": "feature",
|
| 145 |
+
"semantic_type": "categorical",
|
| 146 |
+
"nullable": false,
|
| 147 |
+
"missing_tokens": [],
|
| 148 |
+
"parse_format": null,
|
| 149 |
+
"impute_strategy": "mode",
|
| 150 |
+
"profile_stats": {
|
| 151 |
+
"missing_rate": 0.0,
|
| 152 |
+
"unique_count": 3,
|
| 153 |
+
"unique_ratio": 0.000289,
|
| 154 |
+
"example_values": [
|
| 155 |
+
"recommended",
|
| 156 |
+
"priority",
|
| 157 |
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"not_recom"
|
| 158 |
+
]
|
| 159 |
+
}
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"name": "class",
|
| 163 |
+
"role": "target",
|
| 164 |
+
"semantic_type": "categorical",
|
| 165 |
+
"nullable": false,
|
| 166 |
+
"missing_tokens": [],
|
| 167 |
+
"parse_format": null,
|
| 168 |
+
"impute_strategy": "mode",
|
| 169 |
+
"profile_stats": {
|
| 170 |
+
"missing_rate": 0.0,
|
| 171 |
+
"unique_count": 5,
|
| 172 |
+
"unique_ratio": 0.000482,
|
| 173 |
+
"example_values": [
|
| 174 |
+
"priority",
|
| 175 |
+
"spec_prior",
|
| 176 |
+
"not_recom",
|
| 177 |
+
"very_recom",
|
| 178 |
+
"recommend"
|
| 179 |
+
]
|
| 180 |
+
}
|
| 181 |
+
}
|
| 182 |
+
]
|
| 183 |
+
}
|
syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/public_gate/public_gate_report.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_id": "c7",
|
| 3 |
+
"status": "pass",
|
| 4 |
+
"checks": [
|
| 5 |
+
{
|
| 6 |
+
"check_id": "PG001_csv_parse_ok",
|
| 7 |
+
"status": "pass"
|
| 8 |
+
},
|
| 9 |
+
{
|
| 10 |
+
"check_id": "PG002_split_header_consistent",
|
| 11 |
+
"status": "pass"
|
| 12 |
+
},
|
| 13 |
+
{
|
| 14 |
+
"check_id": "PG003_profile_header_match",
|
| 15 |
+
"status": "pass"
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"check_id": "PG004_missing_token_normalized",
|
| 19 |
+
"status": "pass"
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"check_id": "PG005_semantic_type_validated",
|
| 23 |
+
"status": "pass"
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"check_id": "PG006_target_defined_and_valid",
|
| 27 |
+
"status": "pass"
|
| 28 |
+
}
|
| 29 |
+
],
|
| 30 |
+
"target_column": "class",
|
| 31 |
+
"task_type": "classification",
|
| 32 |
+
"input_splits": {
|
| 33 |
+
"train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c7/c7-train.csv",
|
| 34 |
+
"val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c7/c7-val.csv",
|
| 35 |
+
"test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c7/c7-test.csv"
|
| 36 |
+
}
|
| 37 |
+
}
|
syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/public_gate/staged_input_manifest.json
ADDED
|
@@ -0,0 +1,188 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_id": "c7",
|
| 3 |
+
"target_column": "class",
|
| 4 |
+
"task_type": "classification",
|
| 5 |
+
"train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/train.csv",
|
| 6 |
+
"val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/val.csv",
|
| 7 |
+
"test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/test.csv",
|
| 8 |
+
"features_json": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/staged_features.json",
|
| 9 |
+
"public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/public_gate/public_gate_report.json",
|
| 10 |
+
"column_schema": [
|
| 11 |
+
{
|
| 12 |
+
"name": "parents",
|
| 13 |
+
"role": "feature",
|
| 14 |
+
"semantic_type": "categorical",
|
| 15 |
+
"nullable": false,
|
| 16 |
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|
| 17 |
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|
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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"unique_ratio": 0.000289,
|
| 23 |
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"example_values": [
|
| 24 |
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"usual",
|
| 25 |
+
"pretentious",
|
| 26 |
+
"great_pret"
|
| 27 |
+
]
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"name": "has_nurs",
|
| 32 |
+
"role": "feature",
|
| 33 |
+
"semantic_type": "categorical",
|
| 34 |
+
"nullable": false,
|
| 35 |
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|
| 36 |
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|
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|
| 38 |
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|
| 39 |
+
"missing_rate": 0.0,
|
| 40 |
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"unique_count": 5,
|
| 41 |
+
"unique_ratio": 0.000482,
|
| 42 |
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"example_values": [
|
| 43 |
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"very_crit",
|
| 44 |
+
"critical",
|
| 45 |
+
"improper",
|
| 46 |
+
"less_proper",
|
| 47 |
+
"proper"
|
| 48 |
+
]
|
| 49 |
+
}
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"name": "form",
|
| 53 |
+
"role": "feature",
|
| 54 |
+
"semantic_type": "categorical",
|
| 55 |
+
"nullable": false,
|
| 56 |
+
"missing_tokens": [],
|
| 57 |
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|
| 58 |
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"impute_strategy": "mode",
|
| 59 |
+
"profile_stats": {
|
| 60 |
+
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|
| 61 |
+
"unique_count": 4,
|
| 62 |
+
"unique_ratio": 0.000386,
|
| 63 |
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"example_values": [
|
| 64 |
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"complete",
|
| 65 |
+
"completed",
|
| 66 |
+
"incomplete",
|
| 67 |
+
"foster"
|
| 68 |
+
]
|
| 69 |
+
}
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"name": "children",
|
| 73 |
+
"role": "feature",
|
| 74 |
+
"semantic_type": "categorical",
|
| 75 |
+
"nullable": false,
|
| 76 |
+
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|
| 77 |
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|
| 78 |
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|
| 79 |
+
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|
| 80 |
+
"missing_rate": 0.0,
|
| 81 |
+
"unique_count": 4,
|
| 82 |
+
"unique_ratio": 0.000386,
|
| 83 |
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"example_values": [
|
| 84 |
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"1",
|
| 85 |
+
"3",
|
| 86 |
+
"2",
|
| 87 |
+
"more"
|
| 88 |
+
]
|
| 89 |
+
}
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"name": "housing",
|
| 93 |
+
"role": "feature",
|
| 94 |
+
"semantic_type": "categorical",
|
| 95 |
+
"nullable": false,
|
| 96 |
+
"missing_tokens": [],
|
| 97 |
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"parse_format": null,
|
| 98 |
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|
| 99 |
+
"profile_stats": {
|
| 100 |
+
"missing_rate": 0.0,
|
| 101 |
+
"unique_count": 3,
|
| 102 |
+
"unique_ratio": 0.000289,
|
| 103 |
+
"example_values": [
|
| 104 |
+
"less_conv",
|
| 105 |
+
"convenient",
|
| 106 |
+
"critical"
|
| 107 |
+
]
|
| 108 |
+
}
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"name": "finance",
|
| 112 |
+
"role": "feature",
|
| 113 |
+
"semantic_type": "categorical",
|
| 114 |
+
"nullable": false,
|
| 115 |
+
"missing_tokens": [],
|
| 116 |
+
"parse_format": null,
|
| 117 |
+
"impute_strategy": "mode",
|
| 118 |
+
"profile_stats": {
|
| 119 |
+
"missing_rate": 0.0,
|
| 120 |
+
"unique_count": 2,
|
| 121 |
+
"unique_ratio": 0.000193,
|
| 122 |
+
"example_values": [
|
| 123 |
+
"convenient",
|
| 124 |
+
"inconv"
|
| 125 |
+
]
|
| 126 |
+
}
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"name": "social",
|
| 130 |
+
"role": "feature",
|
| 131 |
+
"semantic_type": "categorical",
|
| 132 |
+
"nullable": false,
|
| 133 |
+
"missing_tokens": [],
|
| 134 |
+
"parse_format": null,
|
| 135 |
+
"impute_strategy": "mode",
|
| 136 |
+
"profile_stats": {
|
| 137 |
+
"missing_rate": 0.0,
|
| 138 |
+
"unique_count": 3,
|
| 139 |
+
"unique_ratio": 0.000289,
|
| 140 |
+
"example_values": [
|
| 141 |
+
"slightly_prob",
|
| 142 |
+
"nonprob",
|
| 143 |
+
"problematic"
|
| 144 |
+
]
|
| 145 |
+
}
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"name": "health",
|
| 149 |
+
"role": "feature",
|
| 150 |
+
"semantic_type": "categorical",
|
| 151 |
+
"nullable": false,
|
| 152 |
+
"missing_tokens": [],
|
| 153 |
+
"parse_format": null,
|
| 154 |
+
"impute_strategy": "mode",
|
| 155 |
+
"profile_stats": {
|
| 156 |
+
"missing_rate": 0.0,
|
| 157 |
+
"unique_count": 3,
|
| 158 |
+
"unique_ratio": 0.000289,
|
| 159 |
+
"example_values": [
|
| 160 |
+
"recommended",
|
| 161 |
+
"priority",
|
| 162 |
+
"not_recom"
|
| 163 |
+
]
|
| 164 |
+
}
|
| 165 |
+
},
|
| 166 |
+
{
|
| 167 |
+
"name": "class",
|
| 168 |
+
"role": "target",
|
| 169 |
+
"semantic_type": "categorical",
|
| 170 |
+
"nullable": false,
|
| 171 |
+
"missing_tokens": [],
|
| 172 |
+
"parse_format": null,
|
| 173 |
+
"impute_strategy": "mode",
|
| 174 |
+
"profile_stats": {
|
| 175 |
+
"missing_rate": 0.0,
|
| 176 |
+
"unique_count": 5,
|
| 177 |
+
"unique_ratio": 0.000482,
|
| 178 |
+
"example_values": [
|
| 179 |
+
"priority",
|
| 180 |
+
"spec_prior",
|
| 181 |
+
"not_recom",
|
| 182 |
+
"very_recom",
|
| 183 |
+
"recommend"
|
| 184 |
+
]
|
| 185 |
+
}
|
| 186 |
+
}
|
| 187 |
+
]
|
| 188 |
+
}
|
syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/runtime_result.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_id": "c7",
|
| 3 |
+
"model": "forestdiffusion",
|
| 4 |
+
"run_id": "forest-c7-20260429_081631",
|
| 5 |
+
"public_gate_status": "pass",
|
| 6 |
+
"adapter_ready_status": "pass",
|
| 7 |
+
"train_status": "fail",
|
| 8 |
+
"generate_status": "skipped",
|
| 9 |
+
"reason_code": "adapter_runtime_error",
|
| 10 |
+
"reason_detail": "Command '['docker', 'run', '--rm', '--init', '--cidfile', '/tmp/bench_docker_forestdiffusion_h68qupf2/container.cid', '-e', 'PYTHONUNBUFFERED=1', '-v', '/data/jialinzhang/SynthesizePipeline-server:/work', '-w', '/work', '-v', '/data/jialinzhang/synthetic_benchmark/third_party/ForestDiffusion/Python-Package/base-ForestDiffusion:/workspace/base-ForestDiffusion', 'benchmark:forestdiffusion-zjl', 'python', '/work/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/_fd_train.py']' returned non-zero exit status 137.",
|
| 11 |
+
"artifacts": {}
|
| 12 |
+
}
|
syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/forestdiffusion/adapter_report.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"adapter_ready_status": "pass",
|
| 3 |
+
"adapter_fail_reason_code": null,
|
| 4 |
+
"adapter_fail_detail": null,
|
| 5 |
+
"adapter_transforms_applied": [],
|
| 6 |
+
"model_input_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/staged/forestdiffusion/model_input_manifest.json"
|
| 7 |
+
}
|
syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/forestdiffusion/adapter_transforms_applied.json
ADDED
|
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| 1 |
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[]
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syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/forestdiffusion/model_input_manifest.json
ADDED
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@@ -0,0 +1,190 @@
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| 1 |
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{
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| 2 |
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"dataset_id": "c7",
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| 3 |
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| 4 |
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{
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],
|
| 184 |
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"public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/public_gate/staged_input_manifest.json",
|
| 185 |
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"train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/train.csv",
|
| 186 |
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"val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/val.csv",
|
| 187 |
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"test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/test.csv",
|
| 188 |
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"features_json": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/staged_features.json",
|
| 189 |
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"public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/public_gate/public_gate_report.json"
|
| 190 |
+
}
|
syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/staged_features.json
ADDED
|
@@ -0,0 +1,47 @@
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| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"feature_name": "parents",
|
| 4 |
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"data_type": "categorical",
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| 5 |
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"is_target": false
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| 6 |
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},
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| 7 |
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{
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| 8 |
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"feature_name": "has_nurs",
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"data_type": "categorical",
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| 10 |
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| 11 |
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},
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| 12 |
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{
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| 13 |
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"feature_name": "form",
|
| 14 |
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| 15 |
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| 16 |
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},
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| 17 |
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{
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| 18 |
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"feature_name": "children",
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| 19 |
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| 20 |
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"is_target": false
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| 21 |
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| 22 |
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{
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| 24 |
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| 25 |
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| 26 |
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},
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| 27 |
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{
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| 28 |
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"feature_name": "finance",
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| 29 |
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| 30 |
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"is_target": false
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| 31 |
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},
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| 32 |
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{
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| 34 |
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| 36 |
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| 37 |
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{
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| 38 |
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"feature_name": "health",
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| 39 |
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"data_type": "categorical",
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| 40 |
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"is_target": false
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| 41 |
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},
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| 42 |
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{
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| 43 |
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"feature_name": "class",
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| 44 |
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"data_type": "categorical",
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| 45 |
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"is_target": true
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| 46 |
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}
|
| 47 |
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]
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syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/test.csv
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:2042076337d5c37c6476e6bca2bd33cb5a171450c27894534ef50ac223256058
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| 3 |
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size 106030
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syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/train.csv
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 847349
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syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/val.csv
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:eff6dec27c3740661a1ae84dea391d690dfb60342bfd5d7527b903fdd6009780
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| 3 |
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size 106192
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syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/train_20260429_081631.log
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:36cbc2be90e3f8675a102e004b586e955800f1abb5b9d5aa2bb22a7715e806fd
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size 400
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