jialinzhang commited on
Commit
df641fb
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1 Parent(s): df5c242

Add syntheticFail c7

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Files changed (16) hide show
  1. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/_fd_X_host.npy +3 -0
  2. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/_fd_meta_host.json +1 -0
  3. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/_fd_train.py +28 -0
  4. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/input_snapshot.json +36 -0
  5. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/public_gate/normalized_schema_snapshot.json +183 -0
  6. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/public_gate/public_gate_report.json +37 -0
  7. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/public_gate/staged_input_manifest.json +188 -0
  8. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/runtime_result.json +12 -0
  9. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/forestdiffusion/adapter_report.json +7 -0
  10. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/forestdiffusion/adapter_transforms_applied.json +1 -0
  11. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/forestdiffusion/model_input_manifest.json +190 -0
  12. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/staged_features.json +47 -0
  13. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/test.csv +3 -0
  14. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/train.csv +3 -0
  15. syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/staged/public/val.csv +3 -0
  16. 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
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]}
syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/_fd_train.py ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+
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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')
4
+ 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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+
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+ import numpy as np, joblib, json, os
8
+ from ForestDiffusion import ForestDiffusionModel
9
+ X = np.load("/tmp/fd_X.npy")
10
+ with open("/tmp/fd_meta.json") as f:
11
+ meta = json.load(f)
12
+ cat_indexes = meta["cat_indexes"]
13
+ print(
14
+ "[ForestDiffusion] train config: "
15
+ f"rows={X.shape[0]} cols={X.shape[1]} n_t=20 "
16
+ f"n_estimators=100 duplicate_K=20 n_jobs=2 "
17
+ f"xgb_verbosity=1",
18
+ flush=True,
19
+ )
20
+ m = ForestDiffusionModel(
21
+ X, n_t=20, n_estimators=100, duplicate_K=20, n_jobs=2,
22
+ model="xgboost", max_depth=6, tree_method="hist", cat_indexes=cat_indexes,
23
+ verbosity=1,
24
+ )
25
+ joblib.dump((m, meta), "/tmp/fd_model.joblib")
26
+ print("ForestDiffusion train OK")
27
+
28
+ shutil.copy('/tmp/fd_model.joblib', r'/work/output-Benchmark-trainonly-v1/c7/forestdiffusion/forest-c7-20260429_081631/forestdiffusion_model.joblib')
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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+ "exists": true,
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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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+ }
syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/public_gate/normalized_schema_snapshot.json ADDED
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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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syntheticFail/c7/forestdiffusion/forest-c7-20260429_081631/public_gate/public_gate_report.json ADDED
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+ }
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