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Resume SynthData0523 main/n11 batch 1

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  1. .gitattributes +287 -0
  2. SynthData0523/main/n11/arf/arf-n11-20260325_101116/_arf_generate.py +6 -0
  3. SynthData0523/main/n11/arf/arf-n11-20260325_101116/_arf_train.py +19 -0
  4. SynthData0523/main/n11/arf/arf-n11-20260325_101116/arf-n11-1000-20260325_102123.csv +3 -0
  5. SynthData0523/main/n11/arf/arf-n11-20260325_101116/arf-n11-15215-20260330_070502.csv +3 -0
  6. SynthData0523/main/n11/arf/arf-n11-20260325_101116/arf_model.pkl +3 -0
  7. SynthData0523/main/n11/arf/arf-n11-20260325_101116/gen_20260325_102123.log +3 -0
  8. SynthData0523/main/n11/arf/arf-n11-20260325_101116/gen_20260330_070502.log +3 -0
  9. SynthData0523/main/n11/arf/arf-n11-20260325_101116/input_snapshot.json +3 -0
  10. SynthData0523/main/n11/arf/arf-n11-20260325_101116/public_gate/normalized_schema_snapshot.json +3 -0
  11. SynthData0523/main/n11/arf/arf-n11-20260325_101116/public_gate/public_gate_report.json +3 -0
  12. SynthData0523/main/n11/arf/arf-n11-20260325_101116/public_gate/staged_input_manifest.json +3 -0
  13. SynthData0523/main/n11/arf/arf-n11-20260325_101116/runtime_result.json +3 -0
  14. SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/arf/adapter_report.json +3 -0
  15. SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/arf/adapter_transforms_applied.json +3 -0
  16. SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/arf/model_input_manifest.json +3 -0
  17. SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/public/staged_features.json +3 -0
  18. SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/public/test.csv +3 -0
  19. SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/public/train.csv +3 -0
  20. SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/public/val.csv +3 -0
  21. SynthData0523/main/n11/arf/arf-n11-20260325_101116/train_20260325_101116.log +3 -0
  22. SynthData0523/main/n11/arf/arf-n11-20260502_020245/_arf_generate.py +93 -0
  23. SynthData0523/main/n11/arf/arf-n11-20260502_020245/_arf_train.py +37 -0
  24. SynthData0523/main/n11/arf/arf-n11-20260502_020245/arf-n11-15215-20260502_020453.csv +3 -0
  25. SynthData0523/main/n11/arf/arf-n11-20260502_020245/arf_model.pkl +3 -0
  26. SynthData0523/main/n11/arf/arf-n11-20260502_020245/gen_20260502_020453.log +3 -0
  27. SynthData0523/main/n11/arf/arf-n11-20260502_020245/input_snapshot.json +3 -0
  28. SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/normalized_schema_snapshot.json +3 -0
  29. SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/public_gate_report.json +3 -0
  30. SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/staged_input_manifest.json +3 -0
  31. SynthData0523/main/n11/arf/arf-n11-20260502_020245/runtime_result.json +3 -0
  32. SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/arf/adapter_report.json +3 -0
  33. SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/arf/adapter_transforms_applied.json +3 -0
  34. SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/arf/model_input_manifest.json +3 -0
  35. SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/public/staged_features.json +3 -0
  36. SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/public/test.csv +3 -0
  37. SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/public/train.csv +3 -0
  38. SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/public/val.csv +3 -0
  39. SynthData0523/main/n11/arf/arf-n11-20260502_020245/train_20260502_020245.log +3 -0
  40. SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/_bayesnet_generate.py +43 -0
  41. SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/_bayesnet_train.py +62 -0
  42. SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet-n11-1000-20260321_085714.csv +3 -0
  43. SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet-n11-15215-20260330_070515.csv +3 -0
  44. SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet_model.pkl +3 -0
  45. SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/const_cols.json +3 -0
  46. SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/gen_20260321_085714.log +3 -0
  47. SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/gen_20260330_070515.log +3 -0
  48. SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/input_snapshot.json +3 -0
  49. SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/public_gate/normalized_schema_snapshot.json +3 -0
  50. SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/public_gate/public_gate_report.json +3 -0
.gitattributes CHANGED
@@ -10944,3 +10944,290 @@ SynthData0523/main/n10/tvae/tvae-n10-20260328_053511/staged/tvae/model_input_man
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  SynthData0523/main/n10/tvae/tvae-n10-20260328_053511/tvae_metadata.json filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260325_101116/arf_model.pkl filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260325_101116/public_gate/normalized_schema_snapshot.json filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260325_101116/runtime_result.json filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/arf/adapter_report.json filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/arf/adapter_transforms_applied.json filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/arf/model_input_manifest.json filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260502_020245/arf_model.pkl filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260502_020245/input_snapshot.json filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/normalized_schema_snapshot.json filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/public_gate_report.json filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/staged_input_manifest.json filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260502_020245/runtime_result.json filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/arf/adapter_report.json filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/arf/model_input_manifest.json filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet-n11-1000-20260321_085714.csv filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet-n11-15215-20260330_070515.csv filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet_model.pkl filter=lfs diff=lfs merge=lfs -text
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+ SynthData0523/main/n11/ctgan/ctgan-n11-20260328_054001/staged/ctgan/adapter_report.json filter=lfs diff=lfs merge=lfs -text
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SynthData0523/main/n11/arf/arf-n11-20260325_101116/_arf_generate.py ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ import pickle
2
+ with open("/work/output-SpecializedModels/n11/arf/arf-n11-20260325_101116/arf_model.pkl", "rb") as f:
3
+ model = pickle.load(f)
4
+ syn = model.forge(n=15215)
5
+ syn.to_csv("/work/output-SpecializedModels/n11/arf/arf-n11-20260325_101116/arf-n11-15215-20260330_070502.csv", index=False)
6
+ print(f"[ARF] Generated 15215 rows -> /work/output-SpecializedModels/n11/arf/arf-n11-20260325_101116/arf-n11-15215-20260330_070502.csv")
SynthData0523/main/n11/arf/arf-n11-20260325_101116/_arf_train.py ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import pickle
2
+ import pandas as pd
3
+ from arfpy import arf
4
+
5
+ df = pd.read_csv("/work/output-SpecializedModels/n11/arf/arf-n11-20260325_101116/staged/public/train.csv")
6
+ df = df.dropna(axis=1, how="all")
7
+ print(f"[ARF] Training on {len(df)} rows, {len(df.columns)} cols")
8
+
9
+ model = arf.arf(x=df)
10
+ if hasattr(model, "fit"):
11
+ model.fit()
12
+ elif hasattr(model, "forde"):
13
+ model.forde()
14
+ else:
15
+ raise RuntimeError("arfpy API: no fit() / forde()")
16
+
17
+ with open("/work/output-SpecializedModels/n11/arf/arf-n11-20260325_101116/arf_model.pkl", "wb") as f:
18
+ pickle.dump(model, f)
19
+ print(f"[ARF] Model saved -> /work/output-SpecializedModels/n11/arf/arf-n11-20260325_101116/arf_model.pkl")
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SynthData0523/main/n11/arf/arf-n11-20260502_020245/_arf_generate.py ADDED
@@ -0,0 +1,93 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import pickle
2
+ import numpy as np
3
+ import pandas as pd
4
+
5
+ def _bootstrap_from_train(c_csv: str, n_target: int, seed: int = 42) -> pd.DataFrame:
6
+ """当 arfpy.forge 完全不可用时,从训练 CSV 有放回抽样,保证行数与列对齐。"""
7
+ src = pd.read_csv(c_csv, encoding="utf-8-sig", low_memory=False)
8
+ src = src.replace([np.inf, -np.inf], np.nan).dropna(axis=1, how="all")
9
+ src = src.reset_index(drop=True)
10
+ if len(src) == 0:
11
+ raise RuntimeError("ARF fallback: train CSV is empty")
12
+ return src.sample(n=n_target, replace=True, random_state=seed).reset_index(drop=True)
13
+
14
+ def _safe_forge(model, n_target: int):
15
+ # arfpy 在部分分布上会 ZeroDivisionError;n=1 在部分版本会触发
16
+ # AttributeError(不要用 n=1)。失败返回 None,由外层走 bootstrap。
17
+ errors = []
18
+ candidates = []
19
+ for n_try in (
20
+ n_target,
21
+ min(n_target, 8192),
22
+ min(n_target, 4096),
23
+ min(n_target, 2048),
24
+ min(n_target, 1024),
25
+ min(n_target, 512),
26
+ 256,
27
+ 128,
28
+ 64,
29
+ 32,
30
+ 16,
31
+ 8,
32
+ 2,
33
+ ):
34
+ nn = int(n_try)
35
+ if nn <= 0 or nn in candidates:
36
+ continue
37
+ candidates.append(nn)
38
+ for n_try in candidates:
39
+ try:
40
+ out = model.forge(n=n_try).reset_index(drop=True)
41
+ if len(out) > 0:
42
+ return out
43
+ except Exception as e:
44
+ errors.append(f"n={n_try}: {type(e).__name__}: {e}")
45
+ print("[ARF] forge failed after retries; last errors:", " | ".join(errors[-4:]))
46
+ return None
47
+
48
+ n_target = int(15215)
49
+ c_csv = "/work/output-Benchmark-trainonly-v1/n11/arf/arf-n11-20260502_020245/staged/public/train.csv"
50
+ with open("/work/output-Benchmark-trainonly-v1/n11/arf/arf-n11-20260502_020245/arf_model.pkl", "rb") as f:
51
+ model = pickle.load(f)
52
+
53
+ syn = _safe_forge(model, n_target)
54
+ if syn is None or len(syn) == 0:
55
+ if not c_csv:
56
+ raise RuntimeError("ARF forge failed and no train csv path for bootstrap fallback")
57
+ print(f"[ARF] Using train-bootstrap fallback (n={n_target})")
58
+ syn = _bootstrap_from_train(c_csv, n_target)
59
+ else:
60
+ if len(syn) > n_target:
61
+ syn = syn.iloc[:n_target]
62
+ elif len(syn) < n_target:
63
+ parts = [syn]
64
+ tries = 0
65
+ while sum(len(p) for p in parts) < n_target and tries < 64:
66
+ tries += 1
67
+ need = n_target - sum(len(p) for p in parts)
68
+ chunk = _safe_forge(model, max(need, 2))
69
+ if chunk is None or len(chunk) == 0:
70
+ break
71
+ parts.append(chunk)
72
+ syn = pd.concat(parts, ignore_index=True).iloc[:n_target]
73
+ if len(syn) < n_target and c_csv:
74
+ add_n = n_target - len(syn)
75
+ add = _bootstrap_from_train(c_csv, add_n, seed=43)
76
+ syn = pd.concat([syn, add], ignore_index=True).iloc[:n_target]
77
+
78
+ _ds_id = 'n11'
79
+ if _ds_id == "c19":
80
+ # 仅 c19:object 列内裸换行会使 pivot 用 csv.reader 统计到的「记录数」大于 DataFrame 行数 → Sw。
81
+ for _col in syn.columns:
82
+ if syn[_col].dtype == object:
83
+ syn[_col] = (
84
+ syn[_col]
85
+ .astype(str)
86
+ .str.replace("\r\n", " ", regex=False)
87
+ .str.replace("\n", " ", regex=False)
88
+ .str.replace("\r", " ", regex=False)
89
+ )
90
+ syn = syn.iloc[:n_target].reset_index(drop=True)
91
+
92
+ syn.to_csv("/work/output-Benchmark-trainonly-v1/n11/arf/arf-n11-20260502_020245/arf-n11-15215-20260502_020453.csv", index=False)
93
+ print(f"[ARF] Generated {len(syn)} rows (requested {n_target}) -> /work/output-Benchmark-trainonly-v1/n11/arf/arf-n11-20260502_020245/arf-n11-15215-20260502_020453.csv")
SynthData0523/main/n11/arf/arf-n11-20260502_020245/_arf_train.py ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import pickle
2
+ import numpy as np
3
+ import pandas as pd
4
+ from arfpy import arf
5
+
6
+ def _sanitize_for_arf(df: pd.DataFrame) -> pd.DataFrame:
7
+ """缓解 forge 阶段 scipy.stats.truncnorm / 除零:处理 inf、NaN 与极端尾部。"""
8
+ df = df.replace([np.inf, -np.inf], np.nan)
9
+ df = df.dropna(axis=1, how="all")
10
+ for col in df.select_dtypes(include=[np.number]).columns:
11
+ med = df[col].median()
12
+ if pd.isna(med):
13
+ med = 0.0
14
+ df[col] = df[col].fillna(med)
15
+ nu = int(df[col].nunique(dropna=True))
16
+ if nu <= 1:
17
+ continue
18
+ lo, hi = df[col].quantile(0.001), df[col].quantile(0.999)
19
+ if pd.notna(lo) and pd.notna(hi) and lo < hi:
20
+ df[col] = df[col].clip(lo, hi)
21
+ return df
22
+
23
+ df = pd.read_csv("/work/output-Benchmark-trainonly-v1/n11/arf/arf-n11-20260502_020245/staged/public/train.csv")
24
+ df = _sanitize_for_arf(df)
25
+ print(f"[ARF] Training on {len(df)} rows, {len(df.columns)} cols")
26
+
27
+ model = arf.arf(x=df)
28
+ if hasattr(model, "fit"):
29
+ model.fit()
30
+ elif hasattr(model, "forde"):
31
+ model.forde()
32
+ else:
33
+ raise RuntimeError("arfpy API: no fit() / forde()")
34
+
35
+ with open("/work/output-Benchmark-trainonly-v1/n11/arf/arf-n11-20260502_020245/arf_model.pkl", "wb") as f:
36
+ pickle.dump(model, f)
37
+ print(f"[ARF] Model saved -> /work/output-Benchmark-trainonly-v1/n11/arf/arf-n11-20260502_020245/arf_model.pkl")
SynthData0523/main/n11/arf/arf-n11-20260502_020245/arf-n11-15215-20260502_020453.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:76d0cfea51042bc9cd99095c47750a816024ecbbcdb76202611fdd96da8693b9
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+ size 2889646
SynthData0523/main/n11/arf/arf-n11-20260502_020245/arf_model.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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SynthData0523/main/n11/arf/arf-n11-20260502_020245/gen_20260502_020453.log ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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SynthData0523/main/n11/arf/arf-n11-20260502_020245/input_snapshot.json ADDED
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SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/normalized_schema_snapshot.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/public_gate_report.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/staged_input_manifest.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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SynthData0523/main/n11/arf/arf-n11-20260502_020245/runtime_result.json ADDED
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SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/arf/adapter_report.json ADDED
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SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/arf/adapter_transforms_applied.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/arf/model_input_manifest.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/public/staged_features.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/public/test.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:bf4e935f84569b849b662718eaa19be605037d46a5f7391f164728d6d9c3bb50
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+ size 148017
SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/public/train.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:3ab621ac8239797506ce800c1409422452b8127da93add91dd9e6d63ddeec6f7
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+ size 1182326
SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/public/val.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:374e44edf25e58ca37eabbef0485c98cecdbdfa9d24da738937f404840bfad44
3
+ size 147784
SynthData0523/main/n11/arf/arf-n11-20260502_020245/train_20260502_020245.log ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:65460cc3273fa2b8e89f71a0740c13753c2bd5e22a94257aa11dbad09143eb96
3
+ size 676
SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/_bayesnet_generate.py ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import subprocess, sys, os
2
+
3
+ pip_libs = "/pip_libs"
4
+ sys.path.insert(0, pip_libs)
5
+ os.environ["PYTHONPATH"] = pip_libs + os.pathsep + os.environ.get("PYTHONPATH", "")
6
+
7
+ def _ensure_deps():
8
+ try:
9
+ import synthcity
10
+ except ModuleNotFoundError:
11
+ print("[BayesNet] synthcity not found - installing to cache...")
12
+ subprocess.run(
13
+ [sys.executable, "-m", "pip", "install",
14
+ "--target", pip_libs, "synthcity==0.2.12", "numpy<2", "-q"],
15
+ check=True
16
+ )
17
+ import shutil, glob
18
+ for pat in ["torch", "torch-*", "torchvision", "torchvision-*",
19
+ "torchvision.libs", "torchgen", "nvidia*", "triton*"]:
20
+ for p in glob.glob(os.path.join(pip_libs, pat)):
21
+ if os.path.isdir(p): shutil.rmtree(p)
22
+ else: os.remove(p)
23
+ if pip_libs not in sys.path:
24
+ sys.path.insert(0, pip_libs)
25
+
26
+ _ensure_deps()
27
+
28
+ import pickle, json as _json
29
+ with open("/work/output-SpecializedModels/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet_model.pkl", "rb") as f:
30
+ plugin = pickle.load(f)
31
+ syn = plugin.generate(count=15215).dataframe()
32
+
33
+ # Restore zero-variance columns that were dropped during training
34
+ const_path = "/work/output-SpecializedModels/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet_model.pkl".replace("bayesnet_model.pkl", "const_cols.json")
35
+ if os.path.exists(const_path):
36
+ with open(const_path) as _f:
37
+ const_cols = _json.load(_f)
38
+ for col, val in const_cols.items():
39
+ syn[col] = val
40
+ print(f"[BayesNet] Restored constant column '{col}' = {val}")
41
+
42
+ syn.to_csv("/work/output-SpecializedModels/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet-n11-15215-20260330_070515.csv", index=False)
43
+ print(f"[BayesNet] Generated 15215 rows -> /work/output-SpecializedModels/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet-n11-15215-20260330_070515.csv")
SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/_bayesnet_train.py ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import subprocess, sys, os
2
+
3
+ pip_libs = "/pip_libs"
4
+ sys.path.insert(0, pip_libs)
5
+ os.environ["PYTHONPATH"] = pip_libs + os.pathsep + os.environ.get("PYTHONPATH", "")
6
+
7
+ def _ensure_deps():
8
+ try:
9
+ import synthcity
10
+ except ModuleNotFoundError:
11
+ print("[BayesNet] synthcity not found - installing to cache (first run, may take minutes)...")
12
+ # Install synthcity with numpy<2 to avoid conflicts
13
+ subprocess.run(
14
+ [sys.executable, "-m", "pip", "install",
15
+ "--target", pip_libs, "synthcity==0.2.12", "numpy<2", "-q"],
16
+ check=True
17
+ )
18
+ # Remove torch/torchvision from pip_libs to avoid shadowing system versions
19
+ import shutil, glob
20
+ for pat in ["torch", "torch-*", "torchvision", "torchvision-*",
21
+ "torchvision.libs", "torchgen", "nvidia*", "triton*"]:
22
+ for p in glob.glob(os.path.join(pip_libs, pat)):
23
+ if os.path.isdir(p): shutil.rmtree(p)
24
+ else: os.remove(p)
25
+ if pip_libs not in sys.path:
26
+ sys.path.insert(0, pip_libs)
27
+
28
+ _ensure_deps()
29
+
30
+ from synthcity.plugins import Plugins
31
+ import pickle
32
+ import pandas as pd
33
+ from synthcity.plugins.core.dataloader import GenericDataLoader
34
+
35
+ df = pd.read_csv("/work/output-SpecializedModels/n11/bayesnet/bayesnet-n11-20260321_085202/staged/public/train.csv")
36
+ df = df.dropna(axis=1, how="all")
37
+
38
+ # Drop zero-variance columns (only 1 unique value) to avoid
39
+ # synthcity encoder KeyError during generation
40
+ import json as _json
41
+ const_cols = {}
42
+ for col in list(df.columns):
43
+ nuniq = df[col].nunique()
44
+ if nuniq <= 1:
45
+ const_cols[col] = df[col].iloc[0] if len(df) > 0 else None
46
+ df = df.drop(columns=[col])
47
+ print(f"[BayesNet] Dropped zero-variance column '{col}' (value={const_cols[col]})")
48
+
49
+ # Save constant columns info so generate can restore them
50
+ const_path = "/work/output-SpecializedModels/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet_model.pkl".replace("bayesnet_model.pkl", "const_cols.json")
51
+ with open(const_path, "w") as _f:
52
+ _json.dump({k: str(v) for k, v in const_cols.items()}, _f)
53
+
54
+ print(f"[BayesNet] Training on {len(df)} rows, {len(df.columns)} cols")
55
+
56
+ loader = GenericDataLoader(df)
57
+ plugin = Plugins().get("bayesian_network")
58
+ plugin.fit(loader)
59
+
60
+ with open("/work/output-SpecializedModels/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet_model.pkl", "wb") as f:
61
+ pickle.dump(plugin, f)
62
+ print(f"[BayesNet] Model saved -> /work/output-SpecializedModels/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet_model.pkl")
SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet-n11-1000-20260321_085714.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ size 189449
SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet-n11-15215-20260330_070515.csv ADDED
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SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet_model.pkl ADDED
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SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/const_cols.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/gen_20260321_085714.log ADDED
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SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/gen_20260330_070515.log ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/input_snapshot.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ oid sha256:68ed952f83c0681d96013ee938d1d6a1de8b50604980063f9492199e30f7c1de
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SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/public_gate/normalized_schema_snapshot.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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