Resume SynthData0523 main/n11 batch 1
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +287 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/_arf_generate.py +6 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/_arf_train.py +19 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/arf-n11-1000-20260325_102123.csv +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/arf-n11-15215-20260330_070502.csv +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/arf_model.pkl +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/gen_20260325_102123.log +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/gen_20260330_070502.log +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/input_snapshot.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/public_gate/normalized_schema_snapshot.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/public_gate/public_gate_report.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/public_gate/staged_input_manifest.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/runtime_result.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/arf/adapter_report.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/arf/adapter_transforms_applied.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/arf/model_input_manifest.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/public/staged_features.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/public/test.csv +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/public/train.csv +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/public/val.csv +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260325_101116/train_20260325_101116.log +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/_arf_generate.py +93 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/_arf_train.py +37 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/arf-n11-15215-20260502_020453.csv +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/arf_model.pkl +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/gen_20260502_020453.log +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/input_snapshot.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/normalized_schema_snapshot.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/public_gate_report.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/staged_input_manifest.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/runtime_result.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/arf/adapter_report.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/arf/adapter_transforms_applied.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/arf/model_input_manifest.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/public/staged_features.json +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/public/test.csv +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/public/train.csv +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/public/val.csv +3 -0
- SynthData0523/main/n11/arf/arf-n11-20260502_020245/train_20260502_020245.log +3 -0
- SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/_bayesnet_generate.py +43 -0
- SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/_bayesnet_train.py +62 -0
- SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet-n11-1000-20260321_085714.csv +3 -0
- SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet-n11-15215-20260330_070515.csv +3 -0
- SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet_model.pkl +3 -0
- SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/const_cols.json +3 -0
- SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/gen_20260321_085714.log +3 -0
- SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/gen_20260330_070515.log +3 -0
- SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/input_snapshot.json +3 -0
- SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/public_gate/normalized_schema_snapshot.json +3 -0
- SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/public_gate/public_gate_report.json +3 -0
.gitattributes
CHANGED
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@@ -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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| 10944 |
SynthData0523/main/n10/tvae/tvae-n10-20260328_053511/tvae-n10-1000-20260328_104438.csv filter=lfs diff=lfs merge=lfs -text
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| 10945 |
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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/gen_20260325_102123.log 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/public_gate/public_gate_report.json filter=lfs diff=lfs merge=lfs -text
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SynthData0523/main/n11/arf/arf-n11-20260325_101116/public_gate/staged_input_manifest.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_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/test.csv filter=lfs diff=lfs merge=lfs -text
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SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text
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SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/const_cols.json filter=lfs diff=lfs merge=lfs -text
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SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/gen_20260321_085714.log filter=lfs diff=lfs merge=lfs -text
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SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/input_snapshot.json filter=lfs diff=lfs merge=lfs -text
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SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/public_gate/normalized_schema_snapshot.json filter=lfs diff=lfs merge=lfs -text
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SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/public_gate/public_gate_report.json filter=lfs diff=lfs merge=lfs -text
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SynthData0523/main/n11/realtabformer/rtf-n11-20260501_010320/public_gate/public_gate_report.json filter=lfs diff=lfs merge=lfs -text
|
| 11223 |
+
SynthData0523/main/n11/realtabformer/rtf-n11-20260501_010320/public_gate/staged_input_manifest.json filter=lfs diff=lfs merge=lfs -text
|
| 11224 |
+
SynthData0523/main/n11/realtabformer/rtf-n11-20260501_010320/realtabformer_features.json filter=lfs diff=lfs merge=lfs -text
|
| 11225 |
+
SynthData0523/main/n11/realtabformer/rtf-n11-20260501_010320/rtf-n11-15215-20260501_015729.csv filter=lfs diff=lfs merge=lfs -text
|
| 11226 |
+
SynthData0523/main/n11/realtabformer/rtf-n11-20260501_010320/rtf_checkpoints/checkpoint-47124/config.json filter=lfs diff=lfs merge=lfs -text
|
| 11227 |
+
SynthData0523/main/n11/realtabformer/rtf-n11-20260501_010320/rtf_checkpoints/checkpoint-47124/generation_config.json filter=lfs diff=lfs merge=lfs -text
|
| 11228 |
+
SynthData0523/main/n11/realtabformer/rtf-n11-20260501_010320/rtf_checkpoints/checkpoint-47124/model.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 11229 |
+
SynthData0523/main/n11/realtabformer/rtf-n11-20260501_010320/rtf_checkpoints/checkpoint-47124/optimizer.pt filter=lfs diff=lfs merge=lfs -text
|
| 11230 |
+
SynthData0523/main/n11/realtabformer/rtf-n11-20260501_010320/rtf_checkpoints/checkpoint-47124/rng_state.pth filter=lfs diff=lfs merge=lfs -text
|
| 11231 |
+
SynthData0523/main/n11/realtabformer/rtf-n11-20260501_010320/rtf_checkpoints/checkpoint-47124/scaler.pt filter=lfs diff=lfs merge=lfs -text
|
| 11232 |
+
SynthData0523/main/n11/realtabformer/rtf-n11-20260501_010320/rtf_checkpoints/checkpoint-47124/scheduler.pt filter=lfs diff=lfs merge=lfs -text
|
| 11233 |
+
SynthData0523/main/n11/realtabformer/rtf-n11-20260501_010320/rtf_checkpoints/checkpoint-47124/trainer_state.json filter=lfs diff=lfs merge=lfs -text
|
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 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
| 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")
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/arf-n11-1000-20260325_102123.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cc2921ca7353a445f7e06ca8515d2b7fa247486a921faf59b200497b740711eb
|
| 3 |
+
size 189919
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/arf-n11-15215-20260330_070502.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e3f35b1a017325ab718e99f030e64ba61498036a824e5c4f5e8938ebca65ea26
|
| 3 |
+
size 2890277
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/arf_model.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:58613ddd42676431d81e727b1cc149a5469edd4117e9ac13ee78daa86438bd5e
|
| 3 |
+
size 74228125
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/gen_20260325_102123.log
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e026ea9d70c342bc162749b6a185035ce2d93aa398a97f8b4cbf2b84b080bc6e
|
| 3 |
+
size 441
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/gen_20260330_070502.log
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:697258bed6d6d03a4feca50b1a276402253d27eea6c2ab2a22debc6f20288a69
|
| 3 |
+
size 443
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/input_snapshot.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3a3f9c107dba22554855004738a3639868d5c31fe3bd32944631dcc771fcd826
|
| 3 |
+
size 1356
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/public_gate/normalized_schema_snapshot.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:68c3209b66f9891477ccb430a3d02e3a299eb9c1a2d045bbf528bdfeb8de4fb0
|
| 3 |
+
size 5283
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/public_gate/public_gate_report.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6336138aac04ffe8bd9b1596f9d11556e4417d85ddb950dd20c9532ef6b9fd80
|
| 3 |
+
size 915
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/public_gate/staged_input_manifest.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9f8401c2853985952450e8bf2e4716c2c874e0df84be5e5603da8dc4b6c92b86
|
| 3 |
+
size 6034
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/runtime_result.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3065ed334b97bfa2e5eabaab53857d868c6802d48e862eb48a27bdee08cf1632
|
| 3 |
+
size 437
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/arf/adapter_report.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e4ab650d1e7d40c527148df84669383381175a08e081b9c7b60700cc62dbed58
|
| 3 |
+
size 306
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/arf/adapter_transforms_applied.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945
|
| 3 |
+
size 2
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/arf/model_input_manifest.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:05c74a2372a6d6d5cc73f327b780f791c8e26ffea24a29dffb41c80579a2a0d1
|
| 3 |
+
size 6216
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/public/staged_features.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7ea5e7a5363e366f12e9794c57325c7f28e71ef584464c2f78fa67b80eca9a82
|
| 3 |
+
size 1025
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/public/test.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bf4e935f84569b849b662718eaa19be605037d46a5f7391f164728d6d9c3bb50
|
| 3 |
+
size 148017
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/public/train.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3ab621ac8239797506ce800c1409422452b8127da93add91dd9e6d63ddeec6f7
|
| 3 |
+
size 1182326
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/staged/public/val.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:374e44edf25e58ca37eabbef0485c98cecdbdfa9d24da738937f404840bfad44
|
| 3 |
+
size 147784
|
SynthData0523/main/n11/arf/arf-n11-20260325_101116/train_20260325_101116.log
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ed9ae9150d22c63d1b70e7d201b3e90025d2b1a6c6aa585bd46cdd2386cce6ea
|
| 3 |
+
size 411
|
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
|
| 2 |
+
oid sha256:76d0cfea51042bc9cd99095c47750a816024ecbbcdb76202611fdd96da8693b9
|
| 3 |
+
size 2889646
|
SynthData0523/main/n11/arf/arf-n11-20260502_020245/arf_model.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bfc763f614d8a9f81206ff66aa4671d26df40569390d33dfa150637eb402e69d
|
| 3 |
+
size 74492762
|
SynthData0523/main/n11/arf/arf-n11-20260502_020245/gen_20260502_020453.log
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:62bd2bf1d1b4134d255e99beb78e729c6c47643064317cba2cf2b25bb1fff6f8
|
| 3 |
+
size 725
|
SynthData0523/main/n11/arf/arf-n11-20260502_020245/input_snapshot.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3a3f9c107dba22554855004738a3639868d5c31fe3bd32944631dcc771fcd826
|
| 3 |
+
size 1356
|
SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/normalized_schema_snapshot.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:68c3209b66f9891477ccb430a3d02e3a299eb9c1a2d045bbf528bdfeb8de4fb0
|
| 3 |
+
size 5283
|
SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/public_gate_report.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6336138aac04ffe8bd9b1596f9d11556e4417d85ddb950dd20c9532ef6b9fd80
|
| 3 |
+
size 915
|
SynthData0523/main/n11/arf/arf-n11-20260502_020245/public_gate/staged_input_manifest.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:470eb56256b6042b078a3599d59c9be018e4c161df32a75490894414b6ee491e
|
| 3 |
+
size 6059
|
SynthData0523/main/n11/arf/arf-n11-20260502_020245/runtime_result.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4c50eb07827c35a730a689de2988db55e35bc62141c091d354ec55efbd9d5f30
|
| 3 |
+
size 875
|
SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/arf/adapter_report.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bd2e814e99010e8a6b7102744fbbc8bce3f3096f950772b40cf31b7fb3847cae
|
| 3 |
+
size 311
|
SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/arf/adapter_transforms_applied.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945
|
| 3 |
+
size 2
|
SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/arf/model_input_manifest.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e7f65064a02e180f7aab9424f8dca3c02ac2266ae3ae40c53aec1585673ae5fb
|
| 3 |
+
size 6246
|
SynthData0523/main/n11/arf/arf-n11-20260502_020245/staged/public/staged_features.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7ea5e7a5363e366f12e9794c57325c7f28e71ef584464c2f78fa67b80eca9a82
|
| 3 |
+
size 1025
|
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
|
| 2 |
+
oid sha256:bf4e935f84569b849b662718eaa19be605037d46a5f7391f164728d6d9c3bb50
|
| 3 |
+
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
|
| 2 |
+
oid sha256:3ab621ac8239797506ce800c1409422452b8127da93add91dd9e6d63ddeec6f7
|
| 3 |
+
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
|
| 2 |
+
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
|
| 2 |
+
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 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8d24f31114537b4a449b4bb0cb1305cd0426156436895fb5f1d9b113b270a956
|
| 3 |
+
size 189449
|
SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet-n11-15215-20260330_070515.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:01652bf6ec014ad1a24561a35e54b81cdcb0a2533547516f7510a2877fe2eedd
|
| 3 |
+
size 2882119
|
SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/bayesnet_model.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c14d7e8d3e48cce46c339b7d8ce13e6de50a10199adb96908b92e4e8c1448e60
|
| 3 |
+
size 25251512324
|
SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/const_cols.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a
|
| 3 |
+
size 2
|
SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/gen_20260321_085714.log
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4da3f35a61688aaa59fef7bb16a507d5cb964e28f9e512a481aaefd4fbcfbdf8
|
| 3 |
+
size 359
|
SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/gen_20260330_070515.log
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8a9aeaf09162628ac909fd0167f772ae3a97549d509357b922fe7a84475fb9da
|
| 3 |
+
size 361
|
SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/input_snapshot.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:68ed952f83c0681d96013ee938d1d6a1de8b50604980063f9492199e30f7c1de
|
| 3 |
+
size 1361
|
SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/public_gate/normalized_schema_snapshot.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:68c3209b66f9891477ccb430a3d02e3a299eb9c1a2d045bbf528bdfeb8de4fb0
|
| 3 |
+
size 5283
|
SynthData0523/main/n11/bayesnet/bayesnet-n11-20260321_085202/public_gate/public_gate_report.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6336138aac04ffe8bd9b1596f9d11556e4417d85ddb950dd20c9532ef6b9fd80
|
| 3 |
+
size 915
|