Resume SynthData0523 main/c3 batch 4
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +38 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/info.json +21 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/loss.csv +3 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/model.pt +3 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/model_ema.pt +3 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/y_train.npy +3 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/public_gate/normalized_schema_snapshot.json +68 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/public_gate/public_gate_report.json +37 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/public_gate/staged_input_manifest.json +73 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/runtime_result.json +15 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/staged_features.json +17 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/test.csv +3 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/train.csv +3 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/val.csv +3 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/tabddpm/adapter_report.json +7 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/tabddpm/adapter_transforms_applied.json +1 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/tabddpm/model_input_manifest.json +75 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/tabddpm-c3-2551-20260422_210249.csv +3 -0
- SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/train_20260422_210001.log +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/_tabdiff_gen.py +36 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/_tabdiff_train.py +21 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/input_snapshot.json +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/models_tabdiff/trained.pt +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/public_gate/normalized_schema_snapshot.json +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/public_gate/public_gate_report.json +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/public_gate/staged_input_manifest.json +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/runtime_result.json +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/public/staged_features.json +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/public/test.csv +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/public/train.csv +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/public/val.csv +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/tabdiff/adapter_report.json +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/tabdiff/adapter_transforms_applied.json +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/tabdiff/model_input_manifest.json +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabdiff-c3-2551-20260420_051812.csv +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabdiff_train_meta.json +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_cat_test.npy +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_cat_train.npy +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_cat_val.npy +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_num_test.npy +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_num_train.npy +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_num_val.npy +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/info.json +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/real.csv +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/test.csv +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/val.csv +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/y_test.npy +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/y_train.npy +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/y_val.npy +3 -0
- SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/train_20260420_051046.log +3 -0
.gitattributes
CHANGED
|
@@ -4234,3 +4234,41 @@ SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/data/y_train.npy filter
|
|
| 4234 |
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/gen_20260422_210249.log filter=lfs diff=lfs merge=lfs -text
|
| 4235 |
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/X_cat_train.npy filter=lfs diff=lfs merge=lfs -text
|
| 4236 |
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/X_cat_unnorm.npy filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4234 |
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/gen_20260422_210249.log filter=lfs diff=lfs merge=lfs -text
|
| 4235 |
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/X_cat_train.npy filter=lfs diff=lfs merge=lfs -text
|
| 4236 |
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/X_cat_unnorm.npy filter=lfs diff=lfs merge=lfs -text
|
| 4237 |
+
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/loss.csv filter=lfs diff=lfs merge=lfs -text
|
| 4238 |
+
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/model.pt filter=lfs diff=lfs merge=lfs -text
|
| 4239 |
+
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/model_ema.pt filter=lfs diff=lfs merge=lfs -text
|
| 4240 |
+
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/y_train.npy filter=lfs diff=lfs merge=lfs -text
|
| 4241 |
+
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text
|
| 4242 |
+
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text
|
| 4243 |
+
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text
|
| 4244 |
+
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/tabddpm-c3-2551-20260422_210249.csv filter=lfs diff=lfs merge=lfs -text
|
| 4245 |
+
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/train_20260422_210001.log filter=lfs diff=lfs merge=lfs -text
|
| 4246 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/input_snapshot.json filter=lfs diff=lfs merge=lfs -text
|
| 4247 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/models_tabdiff/trained.pt filter=lfs diff=lfs merge=lfs -text
|
| 4248 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/public_gate/normalized_schema_snapshot.json filter=lfs diff=lfs merge=lfs -text
|
| 4249 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/public_gate/public_gate_report.json filter=lfs diff=lfs merge=lfs -text
|
| 4250 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/public_gate/staged_input_manifest.json filter=lfs diff=lfs merge=lfs -text
|
| 4251 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/runtime_result.json filter=lfs diff=lfs merge=lfs -text
|
| 4252 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/public/staged_features.json filter=lfs diff=lfs merge=lfs -text
|
| 4253 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/public/test.csv filter=lfs diff=lfs merge=lfs -text
|
| 4254 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/public/train.csv filter=lfs diff=lfs merge=lfs -text
|
| 4255 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/public/val.csv filter=lfs diff=lfs merge=lfs -text
|
| 4256 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/tabdiff/adapter_report.json filter=lfs diff=lfs merge=lfs -text
|
| 4257 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/tabdiff/adapter_transforms_applied.json filter=lfs diff=lfs merge=lfs -text
|
| 4258 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/tabdiff/model_input_manifest.json filter=lfs diff=lfs merge=lfs -text
|
| 4259 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabdiff-c3-2551-20260420_051812.csv filter=lfs diff=lfs merge=lfs -text
|
| 4260 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabdiff_train_meta.json filter=lfs diff=lfs merge=lfs -text
|
| 4261 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_cat_test.npy filter=lfs diff=lfs merge=lfs -text
|
| 4262 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_cat_train.npy filter=lfs diff=lfs merge=lfs -text
|
| 4263 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_cat_val.npy filter=lfs diff=lfs merge=lfs -text
|
| 4264 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_num_test.npy filter=lfs diff=lfs merge=lfs -text
|
| 4265 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_num_train.npy filter=lfs diff=lfs merge=lfs -text
|
| 4266 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_num_val.npy filter=lfs diff=lfs merge=lfs -text
|
| 4267 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/info.json filter=lfs diff=lfs merge=lfs -text
|
| 4268 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/real.csv filter=lfs diff=lfs merge=lfs -text
|
| 4269 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/test.csv filter=lfs diff=lfs merge=lfs -text
|
| 4270 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/val.csv filter=lfs diff=lfs merge=lfs -text
|
| 4271 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/y_test.npy filter=lfs diff=lfs merge=lfs -text
|
| 4272 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/y_train.npy filter=lfs diff=lfs merge=lfs -text
|
| 4273 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/y_val.npy filter=lfs diff=lfs merge=lfs -text
|
| 4274 |
+
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/train_20260420_051046.log filter=lfs diff=lfs merge=lfs -text
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/info.json
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "benchmark_dataset",
|
| 3 |
+
"task_type": "multiclass",
|
| 4 |
+
"n_num_features": 0,
|
| 5 |
+
"n_cat_features": 2,
|
| 6 |
+
"train_size": 2551,
|
| 7 |
+
"num_col_idx": [],
|
| 8 |
+
"cat_col_idx": [
|
| 9 |
+
0,
|
| 10 |
+
1
|
| 11 |
+
],
|
| 12 |
+
"target_col_idx": [
|
| 13 |
+
2
|
| 14 |
+
],
|
| 15 |
+
"column_names": [
|
| 16 |
+
"ATRINS-DONOR-521",
|
| 17 |
+
"CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG",
|
| 18 |
+
"EI"
|
| 19 |
+
],
|
| 20 |
+
"num_classes": 3
|
| 21 |
+
}
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/loss.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4da8eebd52bf95c46af93003c23cd405148da52e564a4cd80dfc7a618424d213
|
| 3 |
+
size 663
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/model.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:94b04f85ded94ab09e845ae3ce57f92cbaa4e9f3c392f95b6aeecd13e717cf7a
|
| 3 |
+
size 8183254
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/model_ema.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aaa8fb1d23dd360beb0a116410de2a8a3e7eaa3b6a721a4463a05290670fde48
|
| 3 |
+
size 8184098
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/output/y_train.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:691d2c0f7eaed739d8885a0710306df3a4185bbec67fc1fcc6de49839db29fa3
|
| 3 |
+
size 20536
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/public_gate/normalized_schema_snapshot.json
ADDED
|
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_id": "c3",
|
| 3 |
+
"target_column": "EI",
|
| 4 |
+
"task_type": "classification",
|
| 5 |
+
"columns": [
|
| 6 |
+
{
|
| 7 |
+
"name": "EI",
|
| 8 |
+
"role": "target",
|
| 9 |
+
"semantic_type": "categorical",
|
| 10 |
+
"nullable": false,
|
| 11 |
+
"missing_tokens": [],
|
| 12 |
+
"parse_format": null,
|
| 13 |
+
"impute_strategy": "mode",
|
| 14 |
+
"profile_stats": {
|
| 15 |
+
"missing_rate": 0.0,
|
| 16 |
+
"unique_count": 3,
|
| 17 |
+
"unique_ratio": 0.001176,
|
| 18 |
+
"example_values": [
|
| 19 |
+
"EI",
|
| 20 |
+
"IE",
|
| 21 |
+
"N"
|
| 22 |
+
]
|
| 23 |
+
}
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"name": "ATRINS-DONOR-521",
|
| 27 |
+
"role": "id",
|
| 28 |
+
"semantic_type": "id",
|
| 29 |
+
"nullable": false,
|
| 30 |
+
"missing_tokens": [],
|
| 31 |
+
"parse_format": null,
|
| 32 |
+
"impute_strategy": "keep_raw",
|
| 33 |
+
"profile_stats": {
|
| 34 |
+
"missing_rate": 0.0,
|
| 35 |
+
"unique_count": 2541,
|
| 36 |
+
"unique_ratio": 0.99608,
|
| 37 |
+
"example_values": [
|
| 38 |
+
"HUMH19-DONOR-2562",
|
| 39 |
+
"HUMMHCD8A-ACCEPTOR-733",
|
| 40 |
+
"HUMGCB1-ACCEPTOR-6344",
|
| 41 |
+
"HUMNEBB-NEG-241",
|
| 42 |
+
"HUMATP1A2-NEG-2101"
|
| 43 |
+
]
|
| 44 |
+
}
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"name": "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG",
|
| 48 |
+
"role": "id",
|
| 49 |
+
"semantic_type": "id",
|
| 50 |
+
"nullable": false,
|
| 51 |
+
"missing_tokens": [],
|
| 52 |
+
"parse_format": null,
|
| 53 |
+
"impute_strategy": "keep_raw",
|
| 54 |
+
"profile_stats": {
|
| 55 |
+
"missing_rate": 0.0,
|
| 56 |
+
"unique_count": 2426,
|
| 57 |
+
"unique_ratio": 0.951,
|
| 58 |
+
"example_values": [
|
| 59 |
+
"TCTGGGCTCCCAGAACCCACAACATGAAAGGTGAGGGNCTTCCTGCCACACTTGGGGTGG",
|
| 60 |
+
"TTGCTCAGCCTCGCTGCTTGCCTCCTGCAGACGCCGCCAGGCCGAGCCAGTTCCGGGTGT",
|
| 61 |
+
"GGGACTCTGACCATCTGTTCCCACATTCAGCAAGTTCATTCCTGAGGGCTCCCAGAGAGT",
|
| 62 |
+
"GCCAACTACAGGAACGTGATCCATACCTACAACATGCTTCCTGATGCCATGAGCTTTGAA",
|
| 63 |
+
"GGGAGTCCTAGCCTGAGAGGCTGGGGGTCCATTTTGAGGTTAGAGAGGGGCAGTAGAGCA"
|
| 64 |
+
]
|
| 65 |
+
}
|
| 66 |
+
}
|
| 67 |
+
]
|
| 68 |
+
}
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/public_gate/public_gate_report.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_id": "c3",
|
| 3 |
+
"status": "pass",
|
| 4 |
+
"checks": [
|
| 5 |
+
{
|
| 6 |
+
"check_id": "PG001_csv_parse_ok",
|
| 7 |
+
"status": "pass"
|
| 8 |
+
},
|
| 9 |
+
{
|
| 10 |
+
"check_id": "PG002_split_header_consistent",
|
| 11 |
+
"status": "pass"
|
| 12 |
+
},
|
| 13 |
+
{
|
| 14 |
+
"check_id": "PG003_profile_header_match",
|
| 15 |
+
"status": "pass"
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"check_id": "PG004_missing_token_normalized",
|
| 19 |
+
"status": "pass"
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"check_id": "PG005_semantic_type_validated",
|
| 23 |
+
"status": "pass"
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"check_id": "PG006_target_defined_and_valid",
|
| 27 |
+
"status": "pass"
|
| 28 |
+
}
|
| 29 |
+
],
|
| 30 |
+
"target_column": "EI",
|
| 31 |
+
"task_type": "classification",
|
| 32 |
+
"input_splits": {
|
| 33 |
+
"train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c3/c3-train.csv",
|
| 34 |
+
"val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c3/c3-val.csv",
|
| 35 |
+
"test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c3/c3-test.csv"
|
| 36 |
+
}
|
| 37 |
+
}
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/public_gate/staged_input_manifest.json
ADDED
|
@@ -0,0 +1,73 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_id": "c3",
|
| 3 |
+
"target_column": "EI",
|
| 4 |
+
"task_type": "classification",
|
| 5 |
+
"train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/train.csv",
|
| 6 |
+
"val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/val.csv",
|
| 7 |
+
"test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/test.csv",
|
| 8 |
+
"features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/staged_features.json",
|
| 9 |
+
"public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c3/tabddpm/tabddpm-c3-20260422_210001/public_gate/public_gate_report.json",
|
| 10 |
+
"column_schema": [
|
| 11 |
+
{
|
| 12 |
+
"name": "EI",
|
| 13 |
+
"role": "target",
|
| 14 |
+
"semantic_type": "categorical",
|
| 15 |
+
"nullable": false,
|
| 16 |
+
"missing_tokens": [],
|
| 17 |
+
"parse_format": null,
|
| 18 |
+
"impute_strategy": "mode",
|
| 19 |
+
"profile_stats": {
|
| 20 |
+
"missing_rate": 0.0,
|
| 21 |
+
"unique_count": 3,
|
| 22 |
+
"unique_ratio": 0.001176,
|
| 23 |
+
"example_values": [
|
| 24 |
+
"EI",
|
| 25 |
+
"IE",
|
| 26 |
+
"N"
|
| 27 |
+
]
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"name": "ATRINS-DONOR-521",
|
| 32 |
+
"role": "id",
|
| 33 |
+
"semantic_type": "id",
|
| 34 |
+
"nullable": false,
|
| 35 |
+
"missing_tokens": [],
|
| 36 |
+
"parse_format": null,
|
| 37 |
+
"impute_strategy": "keep_raw",
|
| 38 |
+
"profile_stats": {
|
| 39 |
+
"missing_rate": 0.0,
|
| 40 |
+
"unique_count": 2541,
|
| 41 |
+
"unique_ratio": 0.99608,
|
| 42 |
+
"example_values": [
|
| 43 |
+
"HUMH19-DONOR-2562",
|
| 44 |
+
"HUMMHCD8A-ACCEPTOR-733",
|
| 45 |
+
"HUMGCB1-ACCEPTOR-6344",
|
| 46 |
+
"HUMNEBB-NEG-241",
|
| 47 |
+
"HUMATP1A2-NEG-2101"
|
| 48 |
+
]
|
| 49 |
+
}
|
| 50 |
+
},
|
| 51 |
+
{
|
| 52 |
+
"name": "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG",
|
| 53 |
+
"role": "id",
|
| 54 |
+
"semantic_type": "id",
|
| 55 |
+
"nullable": false,
|
| 56 |
+
"missing_tokens": [],
|
| 57 |
+
"parse_format": null,
|
| 58 |
+
"impute_strategy": "keep_raw",
|
| 59 |
+
"profile_stats": {
|
| 60 |
+
"missing_rate": 0.0,
|
| 61 |
+
"unique_count": 2426,
|
| 62 |
+
"unique_ratio": 0.951,
|
| 63 |
+
"example_values": [
|
| 64 |
+
"TCTGGGCTCCCAGAACCCACAACATGAAAGGTGAGGGNCTTCCTGCCACACTTGGGGTGG",
|
| 65 |
+
"TTGCTCAGCCTCGCTGCTTGCCTCCTGCAGACGCCGCCAGGCCGAGCCAGTTCCGGGTGT",
|
| 66 |
+
"GGGACTCTGACCATCTGTTCCCACATTCAGCAAGTTCATTCCTGAGGGCTCCCAGAGAGT",
|
| 67 |
+
"GCCAACTACAGGAACGTGATCCATACCTACAACATGCTTCCTGATGCCATGAGCTTTGAA",
|
| 68 |
+
"GGGAGTCCTAGCCTGAGAGGCTGGGGGTCCATTTTGAGGTTAGAGAGGGGCAGTAGAGCA"
|
| 69 |
+
]
|
| 70 |
+
}
|
| 71 |
+
}
|
| 72 |
+
]
|
| 73 |
+
}
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/runtime_result.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_id": "c3",
|
| 3 |
+
"model": "tabddpm",
|
| 4 |
+
"run_id": "tabddpm-c3-20260422_210001",
|
| 5 |
+
"public_gate_status": "pass",
|
| 6 |
+
"adapter_ready_status": "pass",
|
| 7 |
+
"train_status": "success",
|
| 8 |
+
"generate_status": "success",
|
| 9 |
+
"reason_code": null,
|
| 10 |
+
"reason_detail": null,
|
| 11 |
+
"artifacts": {
|
| 12 |
+
"synthetic_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c3/tabddpm/tabddpm-c3-20260422_210001/tabddpm-c3-2551-20260422_210249.csv",
|
| 13 |
+
"model_path": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c3/tabddpm/tabddpm-c3-20260422_210001"
|
| 14 |
+
}
|
| 15 |
+
}
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/staged_features.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"feature_name": "EI",
|
| 4 |
+
"data_type": "categorical",
|
| 5 |
+
"is_target": true
|
| 6 |
+
},
|
| 7 |
+
{
|
| 8 |
+
"feature_name": "ATRINS-DONOR-521",
|
| 9 |
+
"data_type": "ID",
|
| 10 |
+
"is_target": false
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"feature_name": "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG",
|
| 14 |
+
"data_type": "ID",
|
| 15 |
+
"is_target": false
|
| 16 |
+
}
|
| 17 |
+
]
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/test.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:be0c5bad6c59669b0f6ea2a0c953d0bb03ce62ce625357b1b136eabc2de34d99
|
| 3 |
+
size 26550
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/train.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f4b86543124166673bed177c1bb1e1806d04bbc8aaaa2c545b57c7b538aad82c
|
| 3 |
+
size 210774
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/val.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:db595b372b40df454d8ad8152b81c613321b79f80033c020da635825581237ea
|
| 3 |
+
size 26486
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/tabddpm/adapter_report.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"adapter_ready_status": "pass",
|
| 3 |
+
"adapter_fail_reason_code": null,
|
| 4 |
+
"adapter_fail_detail": null,
|
| 5 |
+
"adapter_transforms_applied": [],
|
| 6 |
+
"model_input_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c3/tabddpm/tabddpm-c3-20260422_210001/staged/tabddpm/model_input_manifest.json"
|
| 7 |
+
}
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/tabddpm/adapter_transforms_applied.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
[]
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/staged/tabddpm/model_input_manifest.json
ADDED
|
@@ -0,0 +1,75 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_id": "c3",
|
| 3 |
+
"model": "tabddpm",
|
| 4 |
+
"target_column": "EI",
|
| 5 |
+
"task_type": "classification",
|
| 6 |
+
"column_schema": [
|
| 7 |
+
{
|
| 8 |
+
"name": "EI",
|
| 9 |
+
"role": "target",
|
| 10 |
+
"semantic_type": "categorical",
|
| 11 |
+
"nullable": false,
|
| 12 |
+
"missing_tokens": [],
|
| 13 |
+
"parse_format": null,
|
| 14 |
+
"impute_strategy": "mode",
|
| 15 |
+
"profile_stats": {
|
| 16 |
+
"missing_rate": 0.0,
|
| 17 |
+
"unique_count": 3,
|
| 18 |
+
"unique_ratio": 0.001176,
|
| 19 |
+
"example_values": [
|
| 20 |
+
"EI",
|
| 21 |
+
"IE",
|
| 22 |
+
"N"
|
| 23 |
+
]
|
| 24 |
+
}
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"name": "ATRINS-DONOR-521",
|
| 28 |
+
"role": "id",
|
| 29 |
+
"semantic_type": "id",
|
| 30 |
+
"nullable": false,
|
| 31 |
+
"missing_tokens": [],
|
| 32 |
+
"parse_format": null,
|
| 33 |
+
"impute_strategy": "keep_raw",
|
| 34 |
+
"profile_stats": {
|
| 35 |
+
"missing_rate": 0.0,
|
| 36 |
+
"unique_count": 2541,
|
| 37 |
+
"unique_ratio": 0.99608,
|
| 38 |
+
"example_values": [
|
| 39 |
+
"HUMH19-DONOR-2562",
|
| 40 |
+
"HUMMHCD8A-ACCEPTOR-733",
|
| 41 |
+
"HUMGCB1-ACCEPTOR-6344",
|
| 42 |
+
"HUMNEBB-NEG-241",
|
| 43 |
+
"HUMATP1A2-NEG-2101"
|
| 44 |
+
]
|
| 45 |
+
}
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"name": "CCAGCTGCATCACAGGAGGCCAGCGAGCAGGTCTGTTCCAAGGGCCTTCGAGCCAGTCTG",
|
| 49 |
+
"role": "id",
|
| 50 |
+
"semantic_type": "id",
|
| 51 |
+
"nullable": false,
|
| 52 |
+
"missing_tokens": [],
|
| 53 |
+
"parse_format": null,
|
| 54 |
+
"impute_strategy": "keep_raw",
|
| 55 |
+
"profile_stats": {
|
| 56 |
+
"missing_rate": 0.0,
|
| 57 |
+
"unique_count": 2426,
|
| 58 |
+
"unique_ratio": 0.951,
|
| 59 |
+
"example_values": [
|
| 60 |
+
"TCTGGGCTCCCAGAACCCACAACATGAAAGGTGAGGGNCTTCCTGCCACACTTGGGGTGG",
|
| 61 |
+
"TTGCTCAGCCTCGCTGCTTGCCTCCTGCAGACGCCGCCAGGCCGAGCCAGTTCCGGGTGT",
|
| 62 |
+
"GGGACTCTGACCATCTGTTCCCACATTCAGCAAGTTCATTCCTGAGGGCTCCCAGAGAGT",
|
| 63 |
+
"GCCAACTACAGGAACGTGATCCATACCTACAACATGCTTCCTGATGCCATGAGCTTTGAA",
|
| 64 |
+
"GGGAGTCCTAGCCTGAGAGGCTGGGGGTCCATTTTGAGGTTAGAGAGGGGCAGTAGAGCA"
|
| 65 |
+
]
|
| 66 |
+
}
|
| 67 |
+
}
|
| 68 |
+
],
|
| 69 |
+
"public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c3/tabddpm/tabddpm-c3-20260422_210001/public_gate/staged_input_manifest.json",
|
| 70 |
+
"train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/train.csv",
|
| 71 |
+
"val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/val.csv",
|
| 72 |
+
"test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/test.csv",
|
| 73 |
+
"features_json": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c3/tabddpm/tabddpm-c3-20260422_210001/staged/public/staged_features.json",
|
| 74 |
+
"public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-SpecializedModels/c3/tabddpm/tabddpm-c3-20260422_210001/public_gate/public_gate_report.json"
|
| 75 |
+
}
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/tabddpm-c3-2551-20260422_210249.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ff0a188233ca47cf2e2759b2f4fe4ff3ab23b357655db0e0965c2c85603e7883
|
| 3 |
+
size 26811
|
SynthData0523/main/c3/tabddpm/tabddpm-c3-20260422_210001/train_20260422_210001.log
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:82dec013f0b1d072a50d437fd31928a6a7907aea2e100eb9043d35667cb77047
|
| 3 |
+
size 747
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/_tabdiff_gen.py
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
import os, shutil, subprocess, sys
|
| 3 |
+
td = r"/workspace/TabDiff"
|
| 4 |
+
name = r"pipeline_ds"
|
| 5 |
+
src = r"/work/output-SpecializedModels/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds"
|
| 6 |
+
dst_data = os.path.join(td, "data", name)
|
| 7 |
+
dst_syn = os.path.join(td, "synthetic", name)
|
| 8 |
+
shutil.rmtree(dst_data, ignore_errors=True)
|
| 9 |
+
shutil.copytree(src, dst_data)
|
| 10 |
+
os.makedirs(dst_syn, exist_ok=True)
|
| 11 |
+
for fn in ("real.csv", "test.csv", "val.csv"):
|
| 12 |
+
shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn))
|
| 13 |
+
os.chdir(td)
|
| 14 |
+
os.environ["PYTHONPATH"] = td + os.pathsep + os.environ.get("PYTHONPATH", "")
|
| 15 |
+
subprocess.check_call([
|
| 16 |
+
sys.executable, "-m", "tabdiff.main",
|
| 17 |
+
"--dataname", name, "--mode", "test", "--gpu", "0",
|
| 18 |
+
"--no_wandb", "--exp_name", r"adapter_learnable",
|
| 19 |
+
"--ckpt_path", r"/workspace/TabDiff/tabdiff/ckpt/pipeline_ds/adapter_learnable/model_500.pt",
|
| 20 |
+
"--num_samples_to_generate", str(int(2551)),
|
| 21 |
+
])
|
| 22 |
+
# test() 写入 tabdiff/result/<dataname>/<exp>/<epoch>/samples.csv
|
| 23 |
+
import glob as g
|
| 24 |
+
base = os.path.join(td, "tabdiff", "result", name, r"adapter_learnable")
|
| 25 |
+
best = None
|
| 26 |
+
best_t = -1.0
|
| 27 |
+
for root, _, files in os.walk(base):
|
| 28 |
+
if "samples.csv" in files:
|
| 29 |
+
p = os.path.join(root, "samples.csv")
|
| 30 |
+
t = os.path.getmtime(p)
|
| 31 |
+
if t > best_t:
|
| 32 |
+
best_t = t
|
| 33 |
+
best = p
|
| 34 |
+
if not best:
|
| 35 |
+
raise SystemExit("tabdiff: no samples.csv under " + base)
|
| 36 |
+
shutil.copy(best, r"/work/output-SpecializedModels/c3/tabdiff/tabdiff-c3-20260420_051046/tabdiff-c3-2551-20260420_051812.csv")
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/_tabdiff_train.py
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
import os, shutil, subprocess, sys
|
| 3 |
+
td = r"/workspace/TabDiff"
|
| 4 |
+
name = r"pipeline_ds"
|
| 5 |
+
src = r"/work/output-SpecializedModels/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds"
|
| 6 |
+
dst_data = os.path.join(td, "data", name)
|
| 7 |
+
dst_syn = os.path.join(td, "synthetic", name)
|
| 8 |
+
shutil.rmtree(dst_data, ignore_errors=True)
|
| 9 |
+
shutil.copytree(src, dst_data)
|
| 10 |
+
os.makedirs(dst_syn, exist_ok=True)
|
| 11 |
+
for fn in ("real.csv", "test.csv", "val.csv"):
|
| 12 |
+
shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn))
|
| 13 |
+
os.chdir(td)
|
| 14 |
+
os.environ["PYTHONPATH"] = td + os.pathsep + os.environ.get("PYTHONPATH", "")
|
| 15 |
+
os.environ["TABDIFF_SMOKE_STEPS"] = "500"
|
| 16 |
+
os.environ["TABDIFF_ADAPTER_TRAIN"] = "1"
|
| 17 |
+
subprocess.check_call([
|
| 18 |
+
sys.executable, "-m", "tabdiff.main",
|
| 19 |
+
"--dataname", name, "--mode", "train", "--gpu", "0",
|
| 20 |
+
"--no_wandb", "--exp_name", r"adapter_learnable",
|
| 21 |
+
])
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/input_snapshot.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:773c569fcc7bda1cb02c291c9efc4b5a53feff13826ca08e7c81b12bb489c62c
|
| 3 |
+
size 1346
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/models_tabdiff/trained.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:306660b8aad4549267c68390b017e15ddb9bc06a02c80515eb72a97ae31a81eb
|
| 3 |
+
size 74
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/public_gate/normalized_schema_snapshot.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d1989de280ade79c2a098ec844e8d7435e09044b8d1e0f4d67e45cdb8248aadd
|
| 3 |
+
size 1844
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/public_gate/public_gate_report.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c27a7e4c4c62993a6475c65108f05b5004e08ed6656706092465ddfd3fd94d79
|
| 3 |
+
size 909
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/public_gate/staged_input_manifest.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c482adcf52703ef10f660b4088361a40184a98362937e9169a4d0738d8108751
|
| 3 |
+
size 2625
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/runtime_result.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5a7975f013b8fe2558b7fb70b245b47f30223e4227e4cab9add9f4120aa5ee3a
|
| 3 |
+
size 605
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/public/staged_features.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f45b293cb8be18ee85391049137583e63160e3c3170d88b98fb4b2cb6a951014
|
| 3 |
+
size 325
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/public/test.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:be0c5bad6c59669b0f6ea2a0c953d0bb03ce62ce625357b1b136eabc2de34d99
|
| 3 |
+
size 26550
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/public/train.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f4b86543124166673bed177c1bb1e1806d04bbc8aaaa2c545b57c7b538aad82c
|
| 3 |
+
size 210774
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/public/val.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:db595b372b40df454d8ad8152b81c613321b79f80033c020da635825581237ea
|
| 3 |
+
size 26486
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/tabdiff/adapter_report.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:11652623105264077294971e186c93e8b45df1b0d0e6b9c8e206f5e8ed0c0d60
|
| 3 |
+
size 316
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/tabdiff/adapter_transforms_applied.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945
|
| 3 |
+
size 2
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/staged/tabdiff/model_input_manifest.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:17dd19e6600412b5518d5522fa55d761206e2793e26ac54e08539c2d47a416c0
|
| 3 |
+
size 2817
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabdiff-c3-2551-20260420_051812.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a5b31394c07923111c380d4c1cd87293c8149b0d18b447369298b4eef19b4879
|
| 3 |
+
size 30170
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabdiff_train_meta.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f847e0ef723d87c8f3448e352f47cc24c93249a7c601dcf2903fb003075437a8
|
| 3 |
+
size 82
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_cat_test.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4e8492d767cf5d0731c93ff258ca30ad2cabdf88140316536b6667b382a9ba2c
|
| 3 |
+
size 5248
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_cat_train.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:39e4ee8519bffa778142fe71d68d02cad53974daf6bf553e808b678898cf5ce0
|
| 3 |
+
size 40944
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_cat_val.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c9d7d864d879362dd998b7e942a5f0122ed6d2876cab40f38197760e9af442cc
|
| 3 |
+
size 5216
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_num_test.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bf06b031e3f253dd4c10a7ce63e8ea01567c59d2cbc1d1115dcceaa188fe4b33
|
| 3 |
+
size 128
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_num_train.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0982c998bdbbe07936191c733d640504b313d903e39f0b631b4818564cae14cc
|
| 3 |
+
size 128
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/X_num_val.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:93f0a0e23a475f473c3a0cb6bc7b5f72cd8feab5f66cb68432600a2a7d940b90
|
| 3 |
+
size 128
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/info.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7e99678026c7422994474f25b9c64fc0a6d87dc984c8850850bba965920f9549
|
| 3 |
+
size 964
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/real.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2be040acdf0d63b7338f09e56cbb9f55ca1ed5ec1113afafd085cec90b88a2d2
|
| 3 |
+
size 30072
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/test.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dc8e6d9523817f09aa783c330ee2842ca641c8fe03b2c8e181a7ea2712126531
|
| 3 |
+
size 3843
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/val.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bdc7aa5609ae8c9064ae0110842a0329e93cd62eafdd6c11b4d0edb5234e7768
|
| 3 |
+
size 3842
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/y_test.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f22f276a5e1d20fb7827ec67cbeb333ae35b0388d2d055367aeba34f1cb55df5
|
| 3 |
+
size 2688
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/y_train.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:91e8509a9159974540232e6f76caf1139762fc1c0a6e9795078a4ec5b8830dc3
|
| 3 |
+
size 20536
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/tabular_bundle/pipeline_ds/y_val.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55a7f68b632841ba9f95ec160dd0d3c3fdff97acac6a502a6ccb0a87051c2a6d
|
| 3 |
+
size 2672
|
SynthData0523/main/c3/tabdiff/tabdiff-c3-20260420_051046/train_20260420_051046.log
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e9b6610f8985a22cce7fb82ccdeabf406381e1b823a088057b5fa10886315b49
|
| 3 |
+
size 293660
|