diff --git a/.gitattributes b/.gitattributes index e79f87eab713ab63839ca574f0522f6a9571470d..16aa1d158aea403ea9051cc2f56fc99e2cdaae46 100644 --- a/.gitattributes +++ b/.gitattributes @@ -4303,3 +4303,25 @@ SynthData0523/main/c3/tvae/tvae-c3-20260322_205426/staged/public/train.csv filte SynthData0523/main/c3/tvae/tvae-c3-20260322_205426/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text SynthData0523/main/c3/tvae/tvae-c3-20260322_205426/tvae-c3-1000-20260322_205517.csv filter=lfs diff=lfs merge=lfs -text SynthData0523/main/c3/tvae/tvae-c3-20260322_205426/tvae-c3-2551-20260330_065244.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/arf/arf-c4-20260321_060712/arf-c4-1000-20260321_061017.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/arf/arf-c4-20260321_060712/arf-c4-2557-20260330_065255.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/arf/arf-c4-20260321_060712/arf_model.pkl filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/arf/arf-c4-20260321_060712/gen_20260321_061017.log filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/arf/arf-c4-20260321_060712/gen_20260330_065255.log filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/arf/arf-c4-20260321_060712/train_20260321_060712.log filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet-c4-1000-20260321_060932.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet-c4-2557-20260330_065256.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet_model.pkl filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/gen_20260321_060932.log filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/gen_20260330_065256.log filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/train_20260321_060849.log filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/ctgan-c4-1000-20260321_062346.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/ctgan-c4-2557-20260330_065246.csv filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/models_300epochs/ctgan_300epochs.pt filter=lfs diff=lfs merge=lfs -text +SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/models_300epochs/train_20260321_062012.log filter=lfs diff=lfs merge=lfs -text diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/_arf_generate.py b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/_arf_generate.py new file mode 100644 index 0000000000000000000000000000000000000000..90dc9f0c9bd734ca23125dd20adfed29c8b31b8f --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/_arf_generate.py @@ -0,0 +1,6 @@ +import pickle +with open("/work/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/arf_model.pkl", "rb") as f: + model = pickle.load(f) +syn = model.forge(n=2557) +syn.to_csv("/work/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/arf-c4-2557-20260330_065255.csv", index=False) +print(f"[ARF] Generated 2557 rows -> /work/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/arf-c4-2557-20260330_065255.csv") diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/_arf_train.py b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/_arf_train.py new file mode 100644 index 0000000000000000000000000000000000000000..de66e0ddf719eac5cee2d5044a2b78d08f3d6d80 --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/_arf_train.py @@ -0,0 +1,19 @@ +import pickle +import pandas as pd +from arfpy import arf + +df = pd.read_csv("/work/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/staged/public/train.csv") +df = df.dropna(axis=1, how="all") +print(f"[ARF] Training on {len(df)} rows, {len(df.columns)} cols") + +model = arf.arf(x=df) +if hasattr(model, "fit"): + model.fit() +elif hasattr(model, "forde"): + model.forde() +else: + raise RuntimeError("arfpy API: no fit() / forde()") + +with open("/work/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/arf_model.pkl", "wb") as f: + pickle.dump(model, f) +print(f"[ARF] Model saved -> /work/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/arf_model.pkl") diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/arf-c4-1000-20260321_061017.csv b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/arf-c4-1000-20260321_061017.csv new file mode 100644 index 0000000000000000000000000000000000000000..a59a7d13d0298c17686f29a83b84ab158e5e2999 --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/arf-c4-1000-20260321_061017.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b17d358c8fcbaa433b26b12710e619e8688ee16ff495267ab8b3641f7335593 +size 77146 diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/arf-c4-2557-20260330_065255.csv b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/arf-c4-2557-20260330_065255.csv new file mode 100644 index 0000000000000000000000000000000000000000..a70623d8b56a5300a8858384acb20cf29ba3a5ec --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/arf-c4-2557-20260330_065255.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1adf4f4ae03060a686377fe9c6bc676919d914899c008755f45551f70cb90453 +size 197000 diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/arf_model.pkl b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/arf_model.pkl new file mode 100644 index 0000000000000000000000000000000000000000..52bca137fa641a602ec3459a8ff02ba93e43b84b --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/arf_model.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:816f0fad792569f049afb98197f2bdce21c43882ef4e3ab857f007452ebd9770 +size 28941457 diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/gen_20260321_061017.log b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/gen_20260321_061017.log new file mode 100644 index 0000000000000000000000000000000000000000..267b5ee1925a408d113ee2a2e87062c46bfca092 --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/gen_20260321_061017.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd98534cfd29eb592a2300fa60032e03f0995e7e6184b7a50b3414b48ed4c731 +size 11814 diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/gen_20260330_065255.log b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/gen_20260330_065255.log new file mode 100644 index 0000000000000000000000000000000000000000..c95163828719a2fa1f0de891eb822282035799c2 --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/gen_20260330_065255.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f5dcc0c6df428fed812bba73194381124b340a1a5dea15b25192800ac0eaa04 +size 11814 diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/input_snapshot.json b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..8a219e198092183ed55bddc518bd43026f109c42 --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/input_snapshot.json @@ -0,0 +1,36 @@ +{ + "dataset_id": "c4", + "model": "arf", + "inputs": { + "train_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-train.csv", + "exists": true, + "size": 199562, + "sha256": "d2fc1109f821f6d30a9a47b68564c66ffecf47fdb8f5991c431375cd4730dc1e" + }, + "val_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-val.csv", + "exists": true, + "size": 25086, + "sha256": "63a14ee4484943b24ae1afb7f6227606b93362ab0438c2de944d98a3ed046314" + }, + "test_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-test.csv", + "exists": true, + "size": 25167, + "sha256": "1a53620457339e504389c8f98fcd80f18c2759349bea4d6c4e27c961b9ddf3c5" + }, + "profile_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c4/c4-dataset_profile.json", + "exists": true, + "size": 11652, + "sha256": "4de70afb0b43c5b764ab2836a9130d4794ddca17d563e7eb01b906eda5d1b1cb" + }, + "contract_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c4/c4-dataset_contract_v1.json", + "exists": true, + "size": 15478, + "sha256": "3624cb48e8525efa2ca7b43cdc6abbe819ee307ec20fbd166ad929da1ff4d7f9" + } + } +} \ No newline at end of file diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/public_gate/normalized_schema_snapshot.json b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/public_gate/normalized_schema_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..1c96ed88281c5441ce2aa1753667894e0dd0db1d --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/public_gate/normalized_schema_snapshot.json @@ -0,0 +1,674 @@ +{ + "dataset_id": "c4", + "target_column": "class", + "task_type": "classification", + "columns": [ + { + "name": "bkblk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bknwy", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkon8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkona", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkspr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxbq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxcr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "blxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bxqsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "cntxt", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "dsopp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "dwipd", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "l", + "g" + ] + } + }, + { + "name": "hdchk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "katri", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 3, + "unique_ratio": 0.001173, + "example_values": [ + "n", + "w", + "b" + ] + } + }, + { + "name": "mulch", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "qxmsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "r2ar8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "reskd", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "reskr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rimmx", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rkxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rxmsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "simpl", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "skach", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "skewr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "skrxp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "spcop", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "stlmt", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "thrsk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkcti", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkna8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wknck", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkovl", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "wkpos", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "wtoeg", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "n", + "t" + ] + } + }, + { + "name": "class", + "role": "target", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "won", + "nowin" + ] + } + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/public_gate/public_gate_report.json b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/public_gate/public_gate_report.json new file mode 100644 index 0000000000000000000000000000000000000000..a014357bde8d7bd6bb925a2b91381ca954b18e5a --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/public_gate/public_gate_report.json @@ -0,0 +1,37 @@ +{ + "dataset_id": "c4", + "status": "pass", + "checks": [ + { + "check_id": "PG001_csv_parse_ok", + "status": "pass" + }, + { + "check_id": "PG002_split_header_consistent", + "status": "pass" + }, + { + "check_id": "PG003_profile_header_match", + "status": "pass" + }, + { + "check_id": "PG004_missing_token_normalized", + "status": "pass" + }, + { + "check_id": "PG005_semantic_type_validated", + "status": "pass" + }, + { + "check_id": "PG006_target_defined_and_valid", + "status": "pass" + } + ], + "target_column": "class", + "task_type": "classification", + "input_splits": { + "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-train.csv", + "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-val.csv", + "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-test.csv" + } +} \ No newline at end of file diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/public_gate/staged_input_manifest.json b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/public_gate/staged_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9635e8b4d54c43407d2c8c1ae06538d051e258b3 --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/public_gate/staged_input_manifest.json @@ -0,0 +1,679 @@ +{ + "dataset_id": "c4", + "target_column": "class", + "task_type": "classification", + "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/staged/public/train.csv", + "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/staged/public/val.csv", + "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/staged/public/test.csv", + "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/staged/public/staged_features.json", + "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/public_gate/public_gate_report.json", + "column_schema": [ + { + "name": "bkblk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bknwy", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkon8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkona", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkspr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxbq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxcr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "blxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bxqsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "cntxt", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "dsopp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "dwipd", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "l", + "g" + ] + } + }, + { + "name": "hdchk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "katri", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 3, + "unique_ratio": 0.001173, + "example_values": [ + "n", + "w", + "b" + ] + } + }, + { + "name": "mulch", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "qxmsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "r2ar8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "reskd", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "reskr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rimmx", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rkxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rxmsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "simpl", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "skach", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "skewr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "skrxp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "spcop", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "stlmt", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "thrsk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkcti", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkna8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wknck", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkovl", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "wkpos", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "wtoeg", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "n", + "t" + ] + } + }, + { + "name": "class", + "role": "target", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "won", + "nowin" + ] + } + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/runtime_result.json b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/runtime_result.json new file mode 100644 index 0000000000000000000000000000000000000000..bad4b4c801d6074291215afb2d27a19c585a4a62 --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/runtime_result.json @@ -0,0 +1,14 @@ +{ + "dataset_id": "c4", + "model": "arf", + "run_id": "arf-c4-20260321_060712", + "public_gate_status": "pass", + "adapter_ready_status": "pass", + "train_status": "skipped", + "generate_status": "success", + "reason_code": null, + "reason_detail": null, + "artifacts": { + "synthetic_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/arf-c4-2557-20260330_065255.csv" + } +} \ No newline at end of file diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/arf/adapter_report.json b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/arf/adapter_report.json new file mode 100644 index 0000000000000000000000000000000000000000..89a5a11ef8f785c7e0192254525b22606af3d1d3 --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/arf/adapter_report.json @@ -0,0 +1,7 @@ +{ + "adapter_ready_status": "pass", + "adapter_fail_reason_code": null, + "adapter_fail_detail": null, + "adapter_transforms_applied": [], + "model_input_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/staged/arf/model_input_manifest.json" +} \ No newline at end of file diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/arf/adapter_transforms_applied.json b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/arf/adapter_transforms_applied.json new file mode 100644 index 0000000000000000000000000000000000000000..0637a088a01e8ddab3bf3fa98dbe804cbde1a0dc --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/arf/adapter_transforms_applied.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/arf/model_input_manifest.json b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/arf/model_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f4d94119d9f960fb753848c767cd440190d9cacc --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/arf/model_input_manifest.json @@ -0,0 +1,681 @@ +{ + "dataset_id": "c4", + "model": "arf", + "target_column": "class", + "task_type": "classification", + "column_schema": [ + { + "name": "bkblk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bknwy", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkon8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkona", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkspr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxbq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxcr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "blxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bxqsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "cntxt", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "dsopp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "dwipd", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "l", + "g" + ] + } + }, + { + "name": "hdchk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "katri", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 3, + "unique_ratio": 0.001173, + "example_values": [ + "n", + "w", + "b" + ] + } + }, + { + "name": "mulch", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "qxmsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "r2ar8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "reskd", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "reskr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rimmx", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rkxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rxmsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "simpl", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "skach", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "skewr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "skrxp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "spcop", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "stlmt", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "thrsk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkcti", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkna8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wknck", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkovl", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "wkpos", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "wtoeg", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "n", + "t" + ] + } + }, + { + "name": "class", + "role": "target", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "won", + "nowin" + ] + } + } + ], + "public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/public_gate/staged_input_manifest.json", + "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/staged/public/train.csv", + "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/staged/public/val.csv", + "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/staged/public/test.csv", + "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/staged/public/staged_features.json", + "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/arf/arf-c4-20260321_060712/public_gate/public_gate_report.json" +} \ No newline at end of file diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/staged_features.json b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/staged_features.json new file mode 100644 index 0000000000000000000000000000000000000000..d4e9c12d48419d9c19eae05f69bfc1137b23af69 --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/staged_features.json @@ -0,0 +1,187 @@ +[ + { + "feature_name": "bkblk", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bknwy", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bkon8", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bkona", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bkspr", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bkxbq", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bkxcr", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bkxwp", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "blxwp", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bxqsq", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "cntxt", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "dsopp", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "dwipd", + "data_type": "categorical", + "is_target": false + }, + { + "feature_name": "hdchk", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "katri", + "data_type": "categorical", + "is_target": false + }, + { + "feature_name": "mulch", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "qxmsq", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "r2ar8", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "reskd", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "reskr", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "rimmx", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "rkxwp", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "rxmsq", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "simpl", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "skach", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "skewr", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "skrxp", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "spcop", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "stlmt", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "thrsk", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "wkcti", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "wkna8", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "wknck", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "wkovl", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "wkpos", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "wtoeg", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "class", + "data_type": "categorical", + "is_target": true + } +] \ No newline at end of file diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/test.csv b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..c1a249cc239b5f63216e8c8fdc5cad047fcef9fe --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/test.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0025753653c2b6aa73ac4dbaca5f0aab6b2834bfbab5aacee09a0a06b503f0c +size 24846 diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/train.csv b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..03fdc1001e64b461351da7514bf2694f42778f6b --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/train.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:740abc2572f84132936c56aec13d8876c3f878fd131d8f6b6f339195f09d0036 +size 197004 diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/val.csv b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/val.csv new file mode 100644 index 0000000000000000000000000000000000000000..dd3a60ce5de2e82a6453d5a1d3e7df699d7de2fd --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/staged/public/val.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:615716822f945c50a8f7c105fe3fbde1cc0bf29b057e0274f36c6f3256b55316 +size 24766 diff --git a/SynthData0523/main/c4/arf/arf-c4-20260321_060712/train_20260321_060712.log b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/train_20260321_060712.log new file mode 100644 index 0000000000000000000000000000000000000000..245413dbaa7d0caf888132380d69c78c68f36a0b --- /dev/null +++ b/SynthData0523/main/c4/arf/arf-c4-20260321_060712/train_20260321_060712.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e13a7fd3ab4a8aaf3df8c8e6bbaf325ca17528744216068932877b5e283bfe6 +size 348 diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/_bayesnet_generate.py b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/_bayesnet_generate.py new file mode 100644 index 0000000000000000000000000000000000000000..9a2315361628bb242e8b991b46485073bd2cf4e7 --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/_bayesnet_generate.py @@ -0,0 +1,43 @@ +import subprocess, sys, os + +pip_libs = "/pip_libs" +sys.path.insert(0, pip_libs) +os.environ["PYTHONPATH"] = pip_libs + os.pathsep + os.environ.get("PYTHONPATH", "") + +def _ensure_deps(): + try: + import synthcity + except ModuleNotFoundError: + print("[BayesNet] synthcity not found - installing to cache...") + subprocess.run( + [sys.executable, "-m", "pip", "install", + "--target", pip_libs, "synthcity==0.2.12", "numpy<2", "-q"], + check=True + ) + import shutil, glob + for pat in ["torch", "torch-*", "torchvision", "torchvision-*", + "torchvision.libs", "torchgen", "nvidia*", "triton*"]: + for p in glob.glob(os.path.join(pip_libs, pat)): + if os.path.isdir(p): shutil.rmtree(p) + else: os.remove(p) + if pip_libs not in sys.path: + sys.path.insert(0, pip_libs) + +_ensure_deps() + +import pickle, json as _json +with open("/work/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet_model.pkl", "rb") as f: + plugin = pickle.load(f) +syn = plugin.generate(count=2557).dataframe() + +# Restore zero-variance columns that were dropped during training +const_path = "/work/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet_model.pkl".replace("bayesnet_model.pkl", "const_cols.json") +if os.path.exists(const_path): + with open(const_path) as _f: + const_cols = _json.load(_f) + for col, val in const_cols.items(): + syn[col] = val + print(f"[BayesNet] Restored constant column '{col}' = {val}") + +syn.to_csv("/work/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet-c4-2557-20260330_065256.csv", index=False) +print(f"[BayesNet] Generated 2557 rows -> /work/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet-c4-2557-20260330_065256.csv") diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/_bayesnet_train.py b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/_bayesnet_train.py new file mode 100644 index 0000000000000000000000000000000000000000..5ee1616fd4f177f76399777b559b39d73d1cee18 --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/_bayesnet_train.py @@ -0,0 +1,62 @@ +import subprocess, sys, os + +pip_libs = "/pip_libs" +sys.path.insert(0, pip_libs) +os.environ["PYTHONPATH"] = pip_libs + os.pathsep + os.environ.get("PYTHONPATH", "") + +def _ensure_deps(): + try: + import synthcity + except ModuleNotFoundError: + print("[BayesNet] synthcity not found - installing to cache (first run, may take minutes)...") + # Install synthcity with numpy<2 to avoid conflicts + subprocess.run( + [sys.executable, "-m", "pip", "install", + "--target", pip_libs, "synthcity==0.2.12", "numpy<2", "-q"], + check=True + ) + # Remove torch/torchvision from pip_libs to avoid shadowing system versions + import shutil, glob + for pat in ["torch", "torch-*", "torchvision", "torchvision-*", + "torchvision.libs", "torchgen", "nvidia*", "triton*"]: + for p in glob.glob(os.path.join(pip_libs, pat)): + if os.path.isdir(p): shutil.rmtree(p) + else: os.remove(p) + if pip_libs not in sys.path: + sys.path.insert(0, pip_libs) + +_ensure_deps() + +from synthcity.plugins import Plugins +import pickle +import pandas as pd +from synthcity.plugins.core.dataloader import GenericDataLoader + +df = pd.read_csv("/work/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/train.csv") +df = df.dropna(axis=1, how="all") + +# Drop zero-variance columns (only 1 unique value) to avoid +# synthcity encoder KeyError during generation +import json as _json +const_cols = {} +for col in list(df.columns): + nuniq = df[col].nunique() + if nuniq <= 1: + const_cols[col] = df[col].iloc[0] if len(df) > 0 else None + df = df.drop(columns=[col]) + print(f"[BayesNet] Dropped zero-variance column '{col}' (value={const_cols[col]})") + +# Save constant columns info so generate can restore them +const_path = "/work/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet_model.pkl".replace("bayesnet_model.pkl", "const_cols.json") +with open(const_path, "w") as _f: + _json.dump({k: str(v) for k, v in const_cols.items()}, _f) + +print(f"[BayesNet] Training on {len(df)} rows, {len(df.columns)} cols") + +loader = GenericDataLoader(df) +plugin = Plugins().get("bayesian_network") +plugin.fit(loader) + +with open("/work/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet_model.pkl", "wb") as f: + pickle.dump(plugin, f) +print(f"[BayesNet] Model saved -> /work/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet_model.pkl") diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet-c4-1000-20260321_060932.csv b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet-c4-1000-20260321_060932.csv new file mode 100644 index 0000000000000000000000000000000000000000..80f4037a41d860931ac3be40024165b3e184a6b6 --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet-c4-1000-20260321_060932.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5055aeebf8252ccc4062fffa7ed13a5c38f264c9c0fc0abd868a9a285057d899 +size 77172 diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet-c4-2557-20260330_065256.csv b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet-c4-2557-20260330_065256.csv new file mode 100644 index 0000000000000000000000000000000000000000..b0d78d0bde545b384143e3eaa4abbd23c40a2dd2 --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet-c4-2557-20260330_065256.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea71a0c9deb6a91b577ffbad48378862194bf63ad6808838e5fd60437cb23d86 +size 197012 diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet_model.pkl b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet_model.pkl new file mode 100644 index 0000000000000000000000000000000000000000..96591bfe76a87a8736552e6de77c91199d771af7 --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet_model.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8648b82274d740e0c8678925bb67fffff54738926a36229dbd371e2fe59abca6 +size 1068255 diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/const_cols.json b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/const_cols.json new file mode 100644 index 0000000000000000000000000000000000000000..9e26dfeeb6e641a33dae4961196235bdb965b21b --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/const_cols.json @@ -0,0 +1 @@ +{} \ No newline at end of file diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/gen_20260321_060932.log b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/gen_20260321_060932.log new file mode 100644 index 0000000000000000000000000000000000000000..eaca8c0215714a75dfe0f86ef427f38bb6397216 --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/gen_20260321_060932.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21c94f0618f76c1fbca8bd2c2996fd724d17572bdaee6d2c2b05e7cfa9c855fe +size 232 diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/gen_20260330_065256.log b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/gen_20260330_065256.log new file mode 100644 index 0000000000000000000000000000000000000000..af19a053ab05baaade1741a45e9b1c295a36d196 --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/gen_20260330_065256.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:699daa7885df77d412a9e8d99cfb60eb70fcc30a243a2e1398f9bae8df25fa16 +size 232 diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/input_snapshot.json b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..19154a039a5a6a676613187335eaefefd0dc39cb --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/input_snapshot.json @@ -0,0 +1,36 @@ +{ + "dataset_id": "c4", + "model": "bayesnet", + "inputs": { + "train_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-train.csv", + "exists": true, + "size": 199562, + "sha256": "d2fc1109f821f6d30a9a47b68564c66ffecf47fdb8f5991c431375cd4730dc1e" + }, + "val_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-val.csv", + "exists": true, + "size": 25086, + "sha256": "63a14ee4484943b24ae1afb7f6227606b93362ab0438c2de944d98a3ed046314" + }, + "test_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-test.csv", + "exists": true, + "size": 25167, + "sha256": "1a53620457339e504389c8f98fcd80f18c2759349bea4d6c4e27c961b9ddf3c5" + }, + "profile_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c4/c4-dataset_profile.json", + "exists": true, + "size": 11652, + "sha256": "4de70afb0b43c5b764ab2836a9130d4794ddca17d563e7eb01b906eda5d1b1cb" + }, + "contract_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c4/c4-dataset_contract_v1.json", + "exists": true, + "size": 15478, + "sha256": "3624cb48e8525efa2ca7b43cdc6abbe819ee307ec20fbd166ad929da1ff4d7f9" + } + } +} \ No newline at end of file diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/public_gate/normalized_schema_snapshot.json b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/public_gate/normalized_schema_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..1c96ed88281c5441ce2aa1753667894e0dd0db1d --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/public_gate/normalized_schema_snapshot.json @@ -0,0 +1,674 @@ +{ + "dataset_id": "c4", + "target_column": "class", + "task_type": "classification", + "columns": [ + { + "name": "bkblk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bknwy", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkon8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkona", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkspr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxbq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxcr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "blxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bxqsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "cntxt", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "dsopp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "dwipd", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "l", + "g" + ] + } + }, + { + "name": "hdchk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "katri", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 3, + "unique_ratio": 0.001173, + "example_values": [ + "n", + "w", + "b" + ] + } + }, + { + "name": "mulch", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "qxmsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "r2ar8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "reskd", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "reskr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rimmx", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rkxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rxmsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "simpl", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "skach", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "skewr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "skrxp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "spcop", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "stlmt", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "thrsk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkcti", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkna8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wknck", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkovl", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "wkpos", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "wtoeg", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "n", + "t" + ] + } + }, + { + "name": "class", + "role": "target", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "won", + "nowin" + ] + } + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/public_gate/public_gate_report.json b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/public_gate/public_gate_report.json new file mode 100644 index 0000000000000000000000000000000000000000..a014357bde8d7bd6bb925a2b91381ca954b18e5a --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/public_gate/public_gate_report.json @@ -0,0 +1,37 @@ +{ + "dataset_id": "c4", + "status": "pass", + "checks": [ + { + "check_id": "PG001_csv_parse_ok", + "status": "pass" + }, + { + "check_id": "PG002_split_header_consistent", + "status": "pass" + }, + { + "check_id": "PG003_profile_header_match", + "status": "pass" + }, + { + "check_id": "PG004_missing_token_normalized", + "status": "pass" + }, + { + "check_id": "PG005_semantic_type_validated", + "status": "pass" + }, + { + "check_id": "PG006_target_defined_and_valid", + "status": "pass" + } + ], + "target_column": "class", + "task_type": "classification", + "input_splits": { + "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-train.csv", + "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-val.csv", + "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-test.csv" + } +} \ No newline at end of file diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/public_gate/staged_input_manifest.json b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/public_gate/staged_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c1b6e5ee7d2ab5589bff3d81ec4980ad8dfbfa1c --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/public_gate/staged_input_manifest.json @@ -0,0 +1,679 @@ +{ + "dataset_id": "c4", + "target_column": "class", + "task_type": "classification", + "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/train.csv", + "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/val.csv", + "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/test.csv", + "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/staged_features.json", + "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/public_gate/public_gate_report.json", + "column_schema": [ + { + "name": "bkblk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bknwy", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkon8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkona", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkspr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxbq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxcr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "blxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bxqsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "cntxt", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "dsopp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "dwipd", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "l", + "g" + ] + } + }, + { + "name": "hdchk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "katri", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 3, + "unique_ratio": 0.001173, + "example_values": [ + "n", + "w", + "b" + ] + } + }, + { + "name": "mulch", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "qxmsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "r2ar8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "reskd", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "reskr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rimmx", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rkxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rxmsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "simpl", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "skach", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "skewr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "skrxp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "spcop", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "stlmt", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "thrsk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkcti", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkna8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wknck", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkovl", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "wkpos", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "wtoeg", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "n", + "t" + ] + } + }, + { + "name": "class", + "role": "target", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "won", + "nowin" + ] + } + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/runtime_result.json b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/runtime_result.json new file mode 100644 index 0000000000000000000000000000000000000000..3927d23a60dbf20aa44c919441a8329b6bac1ecf --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/runtime_result.json @@ -0,0 +1,14 @@ +{ + "dataset_id": "c4", + "model": "bayesnet", + "run_id": "bayesnet-c4-20260321_060849", + "public_gate_status": "pass", + "adapter_ready_status": "pass", + "train_status": "skipped", + "generate_status": "success", + "reason_code": null, + "reason_detail": null, + "artifacts": { + "synthetic_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/bayesnet-c4-2557-20260330_065256.csv" + } +} \ No newline at end of file diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/bayesnet/adapter_report.json b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/bayesnet/adapter_report.json new file mode 100644 index 0000000000000000000000000000000000000000..8111b28d5aabdebbc4eba50bfad6f358f149113e --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/bayesnet/adapter_report.json @@ -0,0 +1,7 @@ +{ + "adapter_ready_status": "pass", + "adapter_fail_reason_code": null, + "adapter_fail_detail": null, + "adapter_transforms_applied": [], + "model_input_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/staged/bayesnet/model_input_manifest.json" +} \ No newline at end of file diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/bayesnet/adapter_transforms_applied.json b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/bayesnet/adapter_transforms_applied.json new file mode 100644 index 0000000000000000000000000000000000000000..0637a088a01e8ddab3bf3fa98dbe804cbde1a0dc --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/bayesnet/adapter_transforms_applied.json @@ -0,0 +1 @@ +[] \ No newline at end of file diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/bayesnet/model_input_manifest.json b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/bayesnet/model_input_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..770d1182d1956550cfa8d94581540e25af554a58 --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/bayesnet/model_input_manifest.json @@ -0,0 +1,681 @@ +{ + "dataset_id": "c4", + "model": "bayesnet", + "target_column": "class", + "task_type": "classification", + "column_schema": [ + { + "name": "bkblk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bknwy", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkon8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkona", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkspr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxbq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxcr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "blxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bxqsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "cntxt", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "dsopp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "dwipd", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "l", + "g" + ] + } + }, + { + "name": "hdchk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "katri", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 3, + "unique_ratio": 0.001173, + "example_values": [ + "n", + "w", + "b" + ] + } + }, + { + "name": "mulch", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "qxmsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "r2ar8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "reskd", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "reskr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rimmx", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rkxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rxmsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "simpl", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "skach", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "skewr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "skrxp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "spcop", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "stlmt", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "thrsk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkcti", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkna8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wknck", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkovl", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "wkpos", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "wtoeg", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "n", + "t" + ] + } + }, + { + "name": "class", + "role": "target", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "won", + "nowin" + ] + } + } + ], + "public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/public_gate/staged_input_manifest.json", + "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/train.csv", + "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/val.csv", + "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/test.csv", + "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/staged_features.json", + "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c4/bayesnet/bayesnet-c4-20260321_060849/public_gate/public_gate_report.json" +} \ No newline at end of file diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/staged_features.json b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/staged_features.json new file mode 100644 index 0000000000000000000000000000000000000000..d4e9c12d48419d9c19eae05f69bfc1137b23af69 --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/staged_features.json @@ -0,0 +1,187 @@ +[ + { + "feature_name": "bkblk", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bknwy", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bkon8", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bkona", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bkspr", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bkxbq", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bkxcr", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bkxwp", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "blxwp", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "bxqsq", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "cntxt", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "dsopp", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "dwipd", + "data_type": "categorical", + "is_target": false + }, + { + "feature_name": "hdchk", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "katri", + "data_type": "categorical", + "is_target": false + }, + { + "feature_name": "mulch", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "qxmsq", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "r2ar8", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "reskd", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "reskr", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "rimmx", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "rkxwp", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "rxmsq", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "simpl", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "skach", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "skewr", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "skrxp", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "spcop", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "stlmt", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "thrsk", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "wkcti", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "wkna8", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "wknck", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "wkovl", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "wkpos", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "wtoeg", + "data_type": "binary", + "is_target": false + }, + { + "feature_name": "class", + "data_type": "categorical", + "is_target": true + } +] \ No newline at end of file diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/test.csv b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/test.csv new file mode 100644 index 0000000000000000000000000000000000000000..c1a249cc239b5f63216e8c8fdc5cad047fcef9fe --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/test.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0025753653c2b6aa73ac4dbaca5f0aab6b2834bfbab5aacee09a0a06b503f0c +size 24846 diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/train.csv b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/train.csv new file mode 100644 index 0000000000000000000000000000000000000000..03fdc1001e64b461351da7514bf2694f42778f6b --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/train.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:740abc2572f84132936c56aec13d8876c3f878fd131d8f6b6f339195f09d0036 +size 197004 diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/val.csv b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/val.csv new file mode 100644 index 0000000000000000000000000000000000000000..dd3a60ce5de2e82a6453d5a1d3e7df699d7de2fd --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/staged/public/val.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:615716822f945c50a8f7c105fe3fbde1cc0bf29b057e0274f36c6f3256b55316 +size 24766 diff --git a/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/train_20260321_060849.log b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/train_20260321_060849.log new file mode 100644 index 0000000000000000000000000000000000000000..1f2966895736c0895de20b5deeb9b82939f84e98 --- /dev/null +++ b/SynthData0523/main/c4/bayesnet/bayesnet-c4-20260321_060849/train_20260321_060849.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:538ce949ca94694dcff406a64422dc017c3503e389e7255a8f2f42e01fa8067f +size 465 diff --git a/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/ctgan-c4-1000-20260321_062346.csv b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/ctgan-c4-1000-20260321_062346.csv new file mode 100644 index 0000000000000000000000000000000000000000..9d90002bdb1f0ccfedcc6c905ff51eb5dedb75be --- /dev/null +++ b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/ctgan-c4-1000-20260321_062346.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4837c52a12306213a2e13121131fb863666ddac20a756f75a74300d17f98149b +size 77656 diff --git a/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/ctgan-c4-2557-20260330_065246.csv b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/ctgan-c4-2557-20260330_065246.csv new file mode 100644 index 0000000000000000000000000000000000000000..a04aa85f1873763191830ceb542d06d5aeee086a --- /dev/null +++ b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/ctgan-c4-2557-20260330_065246.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff91333e89ae9f1393341cddac7b4c427aa9c1fcf4a4287e18519893d5a3386d +size 198376 diff --git a/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/ctgan_metadata.json b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/ctgan_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f088544c7f8feb9fed8a177e2dff4b63b87d37df --- /dev/null +++ b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/ctgan_metadata.json @@ -0,0 +1,152 @@ +{ + "columns": [ + { + "name": "bkblk", + "type": "categorical" + }, + { + "name": "bknwy", + "type": "categorical" + }, + { + "name": "bkon8", + "type": "categorical" + }, + { + "name": "bkona", + "type": "categorical" + }, + { + "name": "bkspr", + "type": "categorical" + }, + { + "name": "bkxbq", + "type": "categorical" + }, + { + "name": "bkxcr", + "type": "categorical" + }, + { + "name": "bkxwp", + "type": "categorical" + }, + { + "name": "blxwp", + "type": "categorical" + }, + { + "name": "bxqsq", + "type": "categorical" + }, + { + "name": "cntxt", + "type": "categorical" + }, + { + "name": "dsopp", + "type": "categorical" + }, + { + "name": "dwipd", + "type": "categorical" + }, + { + "name": "hdchk", + "type": "categorical" + }, + { + "name": "katri", + "type": "categorical" + }, + { + "name": "mulch", + "type": "categorical" + }, + { + "name": "qxmsq", + "type": "categorical" + }, + { + "name": "r2ar8", + "type": "categorical" + }, + { + "name": "reskd", + "type": "categorical" + }, + { + "name": "reskr", + "type": "categorical" + }, + { + "name": "rimmx", + "type": "categorical" + }, + { + "name": "rkxwp", + "type": "categorical" + }, + { + "name": "rxmsq", + "type": "categorical" + }, + { + "name": "simpl", + "type": "categorical" + }, + { + "name": "skach", + "type": "categorical" + }, + { + "name": "skewr", + "type": "categorical" + }, + { + "name": "skrxp", + "type": "categorical" + }, + { + "name": "spcop", + "type": "categorical" + }, + { + "name": "stlmt", + "type": "categorical" + }, + { + "name": "thrsk", + "type": "categorical" + }, + { + "name": "wkcti", + "type": "categorical" + }, + { + "name": "wkna8", + "type": "categorical" + }, + { + "name": "wknck", + "type": "categorical" + }, + { + "name": "wkovl", + "type": "categorical" + }, + { + "name": "wkpos", + "type": "categorical" + }, + { + "name": "wtoeg", + "type": "categorical" + }, + { + "name": "class", + "type": "categorical" + } + ] +} \ No newline at end of file diff --git a/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/gen_20260321_062346.log b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/gen_20260321_062346.log new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/gen_20260330_065246.log b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/gen_20260330_065246.log new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/input_snapshot.json b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..b1f1e83244539f3a062408f81fbbf098dddef59f --- /dev/null +++ b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/input_snapshot.json @@ -0,0 +1,36 @@ +{ + "dataset_id": "c4", + "model": "ctgan", + "inputs": { + "train_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-train.csv", + "exists": true, + "size": 199562, + "sha256": "d2fc1109f821f6d30a9a47b68564c66ffecf47fdb8f5991c431375cd4730dc1e" + }, + "val_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-val.csv", + "exists": true, + "size": 25086, + "sha256": "63a14ee4484943b24ae1afb7f6227606b93362ab0438c2de944d98a3ed046314" + }, + "test_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c4/c4-test.csv", + "exists": true, + "size": 25167, + "sha256": "1a53620457339e504389c8f98fcd80f18c2759349bea4d6c4e27c961b9ddf3c5" + }, + "profile_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c4/c4-dataset_profile.json", + "exists": true, + "size": 11652, + "sha256": "4de70afb0b43c5b764ab2836a9130d4794ddca17d563e7eb01b906eda5d1b1cb" + }, + "contract_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c4/c4-dataset_contract_v1.json", + "exists": true, + "size": 15478, + "sha256": "3624cb48e8525efa2ca7b43cdc6abbe819ee307ec20fbd166ad929da1ff4d7f9" + } + } +} \ No newline at end of file diff --git a/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/models_300epochs/ctgan_300epochs.pt b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/models_300epochs/ctgan_300epochs.pt new file mode 100644 index 0000000000000000000000000000000000000000..c8c3d24cd6b8cc61a6c4150665d92556c048b8e3 --- /dev/null +++ b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/models_300epochs/ctgan_300epochs.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c7f9e287a85bf006a24b8bcc47e373c48f47dfa59a428d0497be9b2b2ccea18 +size 2624163 diff --git a/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/models_300epochs/train_20260321_062012.log b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/models_300epochs/train_20260321_062012.log new file mode 100644 index 0000000000000000000000000000000000000000..003a71ee569a05cd159dac9d0ecaaafbbf00a274 --- /dev/null +++ b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/models_300epochs/train_20260321_062012.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e08d9cbaac7315c19cc6ffbb125e1699401614927b4f27c0faf3272174fc6602 +size 372 diff --git a/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/public_gate/normalized_schema_snapshot.json b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/public_gate/normalized_schema_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..1c96ed88281c5441ce2aa1753667894e0dd0db1d --- /dev/null +++ b/SynthData0523/main/c4/ctgan/ctgan-c4-20260321_062012/public_gate/normalized_schema_snapshot.json @@ -0,0 +1,674 @@ +{ + "dataset_id": "c4", + "target_column": "class", + "task_type": "classification", + "columns": [ + { + "name": "bkblk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bknwy", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkon8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkona", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkspr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxbq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxcr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bkxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "blxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "bxqsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "cntxt", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "dsopp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "dwipd", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "l", + "g" + ] + } + }, + { + "name": "hdchk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "katri", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 3, + "unique_ratio": 0.001173, + "example_values": [ + "n", + "w", + "b" + ] + } + }, + { + "name": "mulch", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "qxmsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "r2ar8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "reskd", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "reskr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rimmx", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rkxwp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "rxmsq", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "simpl", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "skach", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "skewr", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "skrxp", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "spcop", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "stlmt", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "thrsk", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkcti", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkna8", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wknck", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "f", + "t" + ] + } + }, + { + "name": "wkovl", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "wkpos", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "t", + "f" + ] + } + }, + { + "name": "wtoeg", + "role": "feature", + "semantic_type": "boolean", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "n", + "t" + ] + } + }, + { + "name": "class", + "role": "target", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 2, + "unique_ratio": 0.000782, + "example_values": [ + "won", + "nowin" + ] + } + } + ] +} \ No newline at end of file