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Browse files- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/_ctgan_generate.py +18 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/ctgan-m8-36168-20260501_012600.csv +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/ctgan_metadata.json +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/gen_20260501_012600.log +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/input_snapshot.json +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/models_300epochs/ctgan_300epochs.pt +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/models_300epochs/train_20260501_011446.log +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/public_gate/normalized_schema_snapshot.json +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/public_gate/public_gate_report.json +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/public_gate/staged_input_manifest.json +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/runtime_result.json +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/staged/ctgan/adapter_report.json +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/staged/ctgan/adapter_transforms_applied.json +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/staged/ctgan/model_input_manifest.json +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/staged/public/staged_features.json +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/staged/public/test.csv +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/staged/public/train.csv +3 -0
- syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/staged/public/val.csv +3 -0
syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/_ctgan_generate.py
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import sys
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sys.path.insert(0, "/work")
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from src.SpecificModels.ctgan_rdt_inverse_fix import apply_ctgan_inverse_fix
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apply_ctgan_inverse_fix()
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import pandas as pd
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from ctgan.synthesizers.ctgan import CTGAN
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model = CTGAN.load("/work/output-Benchmark-trainonly-v1/m8/ctgan/ctgan-m8-20260501_011445/models_300epochs/ctgan_300epochs.pt")
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total = 36168
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chunk = min(50000, total) if total > 50000 else total
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parts = []
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left = total
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while left > 0:
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take = min(chunk, left)
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parts.append(model.sample(take))
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left -= take
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sampled = pd.concat(parts, ignore_index=True) if len(parts) > 1 else parts[0]
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sampled.to_csv("/work/output-Benchmark-trainonly-v1/m8/ctgan/ctgan-m8-20260501_011445/ctgan-m8-36168-20260501_012600.csv", index=False)
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print("[CTGAN] Generated", total, "rows in", len(parts), "chunks ->", "/work/output-Benchmark-trainonly-v1/m8/ctgan/ctgan-m8-20260501_011445/ctgan-m8-36168-20260501_012600.csv")
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/ctgan-m8-36168-20260501_012600.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:affed8d8e31123fc53bcb1c1aa6ae3f61e63242e1afe98a8e75e50205da8e05f
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size 2931388
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/ctgan_metadata.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:cd25d1c31d79fa671da965a1be92003e31926135fdf3112b244051e6870cc2de
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size 1117
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/gen_20260501_012600.log
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version https://git-lfs.github.com/spec/v1
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size 562
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/input_snapshot.json
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version https://git-lfs.github.com/spec/v1
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size 1347
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/models_300epochs/ctgan_300epochs.pt
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size 4538659
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/models_300epochs/train_20260501_011446.log
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size 3337
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/public_gate/normalized_schema_snapshot.json
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size 7627
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/public_gate/public_gate_report.json
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/public_gate/staged_input_manifest.json
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size 8413
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/runtime_result.json
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size 904
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/staged/ctgan/adapter_report.json
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size 315
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/staged/ctgan/adapter_transforms_applied.json
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/staged/ctgan/model_input_manifest.json
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size 8604
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/staged/public/staged_features.json
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size 1570
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/staged/public/test.csv
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/staged/public/train.csv
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syntheticSuccess/m8/ctgan/ctgan-m8-20260501_011445/staged/public/val.csv
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