jialinzhang commited on
Commit
8f60eba
·
1 Parent(s): efa5359

Add syntheticFail c3

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Files changed (16) hide show
  1. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/_fd_X_host.npy +3 -0
  2. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/_fd_meta_host.json +1 -0
  3. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/_fd_train.py +36 -0
  4. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/input_snapshot.json +36 -0
  5. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/public_gate/normalized_schema_snapshot.json +68 -0
  6. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/public_gate/public_gate_report.json +37 -0
  7. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/public_gate/staged_input_manifest.json +73 -0
  8. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/runtime_result.json +24 -0
  9. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/staged/forestdiffusion/adapter_report.json +7 -0
  10. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/staged/forestdiffusion/adapter_transforms_applied.json +1 -0
  11. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/staged/forestdiffusion/model_input_manifest.json +75 -0
  12. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/staged/public/staged_features.json +17 -0
  13. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/staged/public/test.csv +3 -0
  14. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/staged/public/train.csv +3 -0
  15. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/staged/public/val.csv +3 -0
  16. syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/train_20260504_072332.log +3 -0
syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/_fd_X_host.npy ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:bd588415ac2499dda1e1206d8e0587a0884f07d26cedd47c87271646925b1783
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+ size 30740
syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/_fd_meta_host.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"column_names": ["ATRINS-DONOR-521", "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG", "EI"], "cat_indexes": [0, 1]}
syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/_fd_train.py ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ import os, shutil, json
3
+ with open('/tmp/pgrep', 'w') as _f:
4
+ _f.write("#!/usr/bin/env python3\n")
5
+ _f.write("import subprocess, sys\n")
6
+ _f.write("ppid = sys.argv[-1]\n")
7
+ _f.write("out = subprocess.check_output(['ps', '-o', 'pid=', '--ppid', str(ppid)], text=True)\n")
8
+ _f.write("print(out, end='')\n")
9
+ os.chmod('/tmp/pgrep', 0o755)
10
+ os.environ['PATH'] = '/tmp:' + os.environ.get('PATH', '')
11
+ shutil.copy(r'/work/output-Benchmark-trainonly-v1/c3/forestdiffusion/forest-c3-20260504_072331/_fd_X_host.npy', '/tmp/fd_X.npy')
12
+ with open(r'/work/output-Benchmark-trainonly-v1/c3/forestdiffusion/forest-c3-20260504_072331/_fd_meta_host.json') as f:
13
+ open('/tmp/fd_meta.json','w').write(f.read())
14
+
15
+ import numpy as np, joblib, json, os
16
+ from ForestDiffusion import ForestDiffusionModel
17
+ X = np.load("/tmp/fd_X.npy")
18
+ with open("/tmp/fd_meta.json") as f:
19
+ meta = json.load(f)
20
+ cat_indexes = meta["cat_indexes"]
21
+ print(
22
+ "[ForestDiffusion] train config: "
23
+ f"rows={X.shape[0]} cols={X.shape[1]} n_t=10 "
24
+ f"n_estimators=20 duplicate_K=5 n_jobs=1 "
25
+ f"max_depth=4 xgb_verbosity=1",
26
+ flush=True,
27
+ )
28
+ m = ForestDiffusionModel(
29
+ X, n_t=10, n_estimators=20, duplicate_K=5, n_jobs=1,
30
+ model="xgboost", max_depth=4, tree_method="hist", cat_indexes=cat_indexes,
31
+ verbosity=1,
32
+ )
33
+ joblib.dump((m, meta), "/tmp/fd_model.joblib")
34
+ print("ForestDiffusion train OK")
35
+
36
+ shutil.copy('/tmp/fd_model.joblib', r'/work/output-Benchmark-trainonly-v1/c3/forestdiffusion/forest-c3-20260504_072331/forestdiffusion_model.joblib')
syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/input_snapshot.json ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_id": "c3",
3
+ "model": "forestdiffusion",
4
+ "inputs": {
5
+ "train_csv": {
6
+ "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c3/c3-train.csv",
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+ "exists": true,
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+ "size": 213326,
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+ "sha256": "a1ee97b37e9abc68953c8bb4c99a5f8535c68b121c60de73d3e23fd4beb516f3"
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+ },
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+ "val_csv": {
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+ "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c3/c3-val.csv",
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+ "exists": true,
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+ "size": 26805,
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+ "sha256": "5f384eded9999ef705f6b10ae0d20ce981a1b92339d451e7feb3946e95fdcbd9"
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+ },
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+ "test_csv": {
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+ "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c3/c3-test.csv",
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+ "exists": true,
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+ "size": 26871,
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+ "sha256": "3f0c932764d3321b9bc1ae15932af108b80382f4c89248839c02f48e1d08ffad"
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+ },
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+ "profile_json": {
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+ "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c3/c3-dataset_profile.json",
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+ "exists": true,
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+ "size": 2635,
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+ "sha256": "dfb01e28765bec4ac04cdb273987b23581194b35638d6450dac66f4525614335"
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+ },
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+ "contract_json": {
30
+ "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c3/c3-dataset_contract_v1.json",
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+ "exists": true,
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+ "size": 2422,
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+ "sha256": "a408b4f800a67fc20e9bc37e847c54de7ed6f608b93d440c3933dead213acfca"
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+ }
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+ }
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+ }
syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/public_gate/normalized_schema_snapshot.json ADDED
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+ {
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+ "dataset_id": "c3",
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+ "target_column": "EI",
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+ "task_type": "classification",
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+ "columns": [
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+ {
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+ "name": "EI",
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+ "role": "target",
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+ "semantic_type": "categorical",
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+ "nullable": false,
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+ "missing_tokens": [],
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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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+ "unique_count": 3,
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+ "unique_ratio": 0.001176,
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+ "example_values": [
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+ "EI",
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+ "IE",
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+ "N"
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+ ]
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+ }
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+ },
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+ {
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+ "name": "ATRINS-DONOR-521",
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+ "role": "id",
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+ "semantic_type": "id",
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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": "keep_raw",
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+ "profile_stats": {
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+ "missing_rate": 0.0,
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+ "unique_count": 2541,
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+ "unique_ratio": 0.99608,
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+ "example_values": [
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+ "HUMH19-DONOR-2562",
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+ "HUMMHCD8A-ACCEPTOR-733",
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+ "HUMGCB1-ACCEPTOR-6344",
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+ "HUMNEBB-NEG-241",
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+ "HUMATP1A2-NEG-2101"
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+ ]
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+ }
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+ },
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+ {
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+ "name": "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG",
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+ "role": "id",
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+ "semantic_type": "id",
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+ "nullable": false,
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+ "missing_tokens": [],
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+ "impute_strategy": "keep_raw",
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+ "profile_stats": {
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+ "missing_rate": 0.0,
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+ "unique_ratio": 0.951,
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+ "example_values": [
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+ "TCTGGGCTCCCAGAACCCACAACATGAAAGGTGAGGGNCTTCCTGCCACACTTGGGGTGG",
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+ "TTGCTCAGCCTCGCTGCTTGCCTCCTGCAGACGCCGCCAGGCCGAGCCAGTTCCGGGTGT",
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+ "GGGACTCTGACCATCTGTTCCCACATTCAGCAAGTTCATTCCTGAGGGCTCCCAGAGAGT",
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+ "GCCAACTACAGGAACGTGATCCATACCTACAACATGCTTCCTGATGCCATGAGCTTTGAA",
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+ "GGGAGTCCTAGCCTGAGAGGCTGGGGGTCCATTTTGAGGTTAGAGAGGGGCAGTAGAGCA"
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+ ]
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+ }
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+ }
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+ ]
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+ }
syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/public_gate/public_gate_report.json ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "dataset_id": "c3",
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+ "status": "pass",
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+ "checks": [
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+ {
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+ "check_id": "PG001_csv_parse_ok",
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+ "status": "pass"
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+ },
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+ {
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+ "check_id": "PG002_split_header_consistent",
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+ "status": "pass"
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+ },
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+ {
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+ "check_id": "PG003_profile_header_match",
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+ "status": "pass"
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+ },
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+ {
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+ "check_id": "PG004_missing_token_normalized",
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+ "status": "pass"
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+ },
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+ {
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+ "check_id": "PG005_semantic_type_validated",
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+ "status": "pass"
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+ },
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+ {
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+ "check_id": "PG006_target_defined_and_valid",
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+ "status": "pass"
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+ }
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+ ],
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+ "target_column": "EI",
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+ "task_type": "classification",
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+ "input_splits": {
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+ "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c3/c3-train.csv",
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+ "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c3/c3-val.csv",
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+ "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c3/c3-test.csv"
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+ }
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+ }
syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/public_gate/staged_input_manifest.json ADDED
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+ {
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+ "dataset_id": "c3",
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+ "target_column": "EI",
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+ "task_type": "classification",
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+ "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c3/forestdiffusion/forest-c3-20260504_072331/staged/public/train.csv",
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+ "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c3/forestdiffusion/forest-c3-20260504_072331/staged/public/val.csv",
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+ "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c3/forestdiffusion/forest-c3-20260504_072331/staged/public/test.csv",
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+ "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c3/forestdiffusion/forest-c3-20260504_072331/staged/public/staged_features.json",
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+ "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c3/forestdiffusion/forest-c3-20260504_072331/public_gate/public_gate_report.json",
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+ "column_schema": [
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+ "HUMH19-DONOR-2562",
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+ "HUMMHCD8A-ACCEPTOR-733",
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+ "HUMGCB1-ACCEPTOR-6344",
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+ "HUMNEBB-NEG-241",
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+ "HUMATP1A2-NEG-2101"
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+ ]
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+ }
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+ },
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+ {
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+ "name": "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG",
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+ "role": "id",
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+ "semantic_type": "id",
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+ "unique_ratio": 0.951,
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+ "example_values": [
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+ "TCTGGGCTCCCAGAACCCACAACATGAAAGGTGAGGGNCTTCCTGCCACACTTGGGGTGG",
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+ "TTGCTCAGCCTCGCTGCTTGCCTCCTGCAGACGCCGCCAGGCCGAGCCAGTTCCGGGTGT",
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+ "GGGACTCTGACCATCTGTTCCCACATTCAGCAAGTTCATTCCTGAGGGCTCCCAGAGAGT",
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+ "GCCAACTACAGGAACGTGATCCATACCTACAACATGCTTCCTGATGCCATGAGCTTTGAA",
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+ "GGGAGTCCTAGCCTGAGAGGCTGGGGGTCCATTTTGAGGTTAGAGAGGGGCAGTAGAGCA"
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+ ]
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+ }
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+ }
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+ ]
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+ }
syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/runtime_result.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "dataset_id": "c3",
3
+ "model": "forestdiffusion",
4
+ "run_id": "forest-c3-20260504_072331",
5
+ "public_gate_status": "pass",
6
+ "adapter_ready_status": "pass",
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+ "train_status": "fail",
8
+ "generate_status": "skipped",
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+ "reason_code": "adapter_runtime_error",
10
+ "reason_detail": "Command '['docker', 'run', '--rm', '--init', '--cidfile', '/tmp/bench_docker_forestdiffusion_qnmqr0di/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/c3/forestdiffusion/forest-c3-20260504_072331/_fd_train.py']' returned non-zero exit status 137.",
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+ "artifacts": {},
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+ "timings": {
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+ "train": {
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+ "started_at": "2026-05-04T07:23:31",
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+ "ended_at": "2026-05-04T07:24:26",
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+ "duration_sec": 54.2
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+ },
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+ "generate": {
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+ "ended_at": null,
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+ "duration_sec": null
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+ }
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+ }
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+ }
syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/staged/forestdiffusion/adapter_report.json ADDED
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+ {
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+ "adapter_ready_status": "pass",
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+ "adapter_fail_reason_code": null,
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+ "adapter_transforms_applied": [],
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+ "model_input_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c3/forestdiffusion/forest-c3-20260504_072331/staged/forestdiffusion/model_input_manifest.json"
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+ }
syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/staged/forestdiffusion/adapter_transforms_applied.json ADDED
@@ -0,0 +1 @@
 
 
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+ []
syntheticFail/c3/forestdiffusion/forest-c3-20260504_072331/staged/forestdiffusion/model_input_manifest.json ADDED
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+ {
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+ "dataset_id": "c3",
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+ "HUMNEBB-NEG-241",
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+ "HUMATP1A2-NEG-2101"
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+ "name": "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG",
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+ "example_values": [
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+ "TCTGGGCTCCCAGAACCCACAACATGAAAGGTGAGGGNCTTCCTGCCACACTTGGGGTGG",
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+ "TTGCTCAGCCTCGCTGCTTGCCTCCTGCAGACGCCGCCAGGCCGAGCCAGTTCCGGGTGT",
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+ "GGGACTCTGACCATCTGTTCCCACATTCAGCAAGTTCATTCCTGAGGGCTCCCAGAGAGT",
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+ "GCCAACTACAGGAACGTGATCCATACCTACAACATGCTTCCTGATGCCATGAGCTTTGAA",
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+ "GGGAGTCCTAGCCTGAGAGGCTGGGGGTCCATTTTGAGGTTAGAGAGGGGCAGTAGAGCA"
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+ "public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c3/forestdiffusion/forest-c3-20260504_072331/public_gate/staged_input_manifest.json",
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+ "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c3/forestdiffusion/forest-c3-20260504_072331/staged/public/train.csv",
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+ "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c3/forestdiffusion/forest-c3-20260504_072331/staged/public/val.csv",
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+ "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c3/forestdiffusion/forest-c3-20260504_072331/staged/public/test.csv",
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