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0000000000000000000000000000000000000000..c154866948a61d25ebfbac80ff2241d0417dad3c --- /dev/null +++ b/SynthData0523/main/c2/realtabformer/rtf-c2-20260505_021413/staged/realtabformer/model_input_manifest.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ec8145a55973718933908976671ed19d268c4165f2d75338b86ce4b51d0b362 +size 4174 diff --git a/SynthData0523/main/c2/realtabformer/rtf-c2-20260505_021413/train_20260505_021413.log b/SynthData0523/main/c2/realtabformer/rtf-c2-20260505_021413/train_20260505_021413.log new file mode 100644 index 0000000000000000000000000000000000000000..78da13f3bf209655260ad3131a4e7c8e2ee09ffa --- /dev/null +++ b/SynthData0523/main/c2/realtabformer/rtf-c2-20260505_021413/train_20260505_021413.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7c56cd1b048b3e1a67bc475282f9fbd1e26c09fad1f8e0aff53bef958b05004 +size 54842 diff --git a/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/_tabbyflow_gen.py b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/_tabbyflow_gen.py new file mode 100644 index 0000000000000000000000000000000000000000..766ebe32a4394cc53ea12a89ad3424187d78632c --- /dev/null +++ b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/_tabbyflow_gen.py @@ -0,0 +1,33 @@ + +import os, shutil, subprocess, sys +root = r"/workspace/ef-vfm" +name = r"pipeline_c2" +src = r"/work/output-Benchmark-trainonly-v1/c2/tabbyflow/tabbyflow-c2-20260501_052813/tabular_bundle/pipeline_c2" +dst_data = os.path.join(root, "data", name) +shutil.rmtree(dst_data, ignore_errors=True) +shutil.copytree(src, dst_data) +dst_syn = os.path.join(root, "synthetic", name) +os.makedirs(dst_syn, exist_ok=True) +for fn in ("real.csv", "test.csv", "val.csv"): + shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn)) +os.chdir(root) +os.environ["PYTHONPATH"] = root + os.pathsep + os.environ.get("PYTHONPATH", "") +subprocess.check_call([ + sys.executable, "main.py", + "--dataname", name, "--mode", "test", "--gpu", "0", + "--no_wandb", "--exp_name", r"adapter_efvfm", + "--ckpt_path", r"/workspace/ef-vfm/ef_vfm/ckpt/pipeline_c2/adapter_efvfm/model_500.pt", + "--num_samples_to_generate", str(int(1382)), +]) +base = os.path.join(root, "ef_vfm", "result", name, r"adapter_efvfm") +best = None +best_t = -1.0 +for r, _, files in os.walk(base): + if "samples.csv" in files: + p = os.path.join(r, "samples.csv") + t = os.path.getmtime(p) + if t > best_t: + best_t, best = t, p +if not best: + raise SystemExit("tabbyflow: no samples.csv in " + base) +shutil.copy(best, r"/work/output-Benchmark-trainonly-v1/c2/tabbyflow/tabbyflow-c2-20260501_052813/tabbyflow-c2-1382-20260501_053427.csv") diff --git a/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/_tabbyflow_train.py b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/_tabbyflow_train.py new file mode 100644 index 0000000000000000000000000000000000000000..75ca1b3f716377e162c52a64be03a64f2aa3dc14 --- /dev/null +++ b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/_tabbyflow_train.py @@ -0,0 +1,22 @@ + +import os, shutil, subprocess, sys +root = r"/workspace/ef-vfm" +name = r"pipeline_c2" +src = r"/work/output-Benchmark-trainonly-v1/c2/tabbyflow/tabbyflow-c2-20260501_052813/tabular_bundle/pipeline_c2" +os.makedirs(os.path.join(root, "data", name), exist_ok=True) +dst_data = os.path.join(root, "data", name) +dst_syn = os.path.join(root, "synthetic", name) +shutil.rmtree(dst_data, ignore_errors=True) +shutil.copytree(src, dst_data) +os.makedirs(dst_syn, exist_ok=True) +for fn in ("real.csv", "test.csv", "val.csv"): + shutil.copy(os.path.join(src, fn), os.path.join(dst_syn, fn)) +os.chdir(root) +os.environ["PYTHONPATH"] = root + os.pathsep + os.environ.get("PYTHONPATH", "") +os.environ["EFVFM_SMOKE_STEPS"] = "500" +os.environ["EFVFM_ADAPTER_TRAIN"] = "1" +subprocess.check_call([ + sys.executable, "main.py", + "--dataname", name, "--mode", "train", "--gpu", "0", + "--no_wandb", "--exp_name", r"adapter_efvfm", +]) diff --git a/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/gen_20260501_053427.log b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/gen_20260501_053427.log new file mode 100644 index 0000000000000000000000000000000000000000..2b04e56f59be7b12b34f7fc644d24c37604f5c64 --- /dev/null +++ b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/gen_20260501_053427.log @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ebf455cec75b302ce3913449337578522211c421499afab3f3956fd9e5dfb36c +size 3114 diff --git a/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/input_snapshot.json b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/input_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..89c9d5855c86fb753a25070ff5c19d45d1e2fb9e --- /dev/null +++ b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/input_snapshot.json @@ -0,0 +1,36 @@ +{ + "dataset_id": "c2", + "model": "tabbyflow", + "inputs": { + "train_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c2/c2-train.csv", + "exists": true, + "size": 42948, + "sha256": "17bc560fa96bd00fb3b526e1e65bc91210b701d0d0a4e8bb9b4c5196cab56def" + }, + "val_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c2/c2-val.csv", + "exists": true, + "size": 5349, + "sha256": "61e565eca62e65a7dccd9d51039a3170413379e10fc494e25870e7c4294863c9" + }, + "test_csv": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c2/c2-test.csv", + "exists": true, + "size": 5448, + "sha256": "cbcbb062a1faf5fa44b66c80532baa229e05b94fc42137269761e6c6d84af20a" + }, + "profile_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c2/c2-dataset_profile.json", + "exists": true, + "size": 3240, + "sha256": "526b7163b2076c93c0bf4638438081ee8a6907065d5b608faa40d1a3dbc2a27b" + }, + "contract_json": { + "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c2/c2-dataset_contract_v1.json", + "exists": true, + "size": 3731, + "sha256": "fb595a876054c2ee9b4e10cfe83a5691588de1d25466cbb9d473c18ad3604009" + } + } +} \ No newline at end of file diff --git a/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/models_tabbyflow/trained.pt b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/models_tabbyflow/trained.pt new file mode 100644 index 0000000000000000000000000000000000000000..f063a878c470d9d40f79db79881596e1e497dffd --- /dev/null +++ b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/models_tabbyflow/trained.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:adb734fec12f2251befd371dca69e481b19464aded2a6823105a01b4be6ddbe5 +size 40 diff --git a/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/public_gate/normalized_schema_snapshot.json b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/public_gate/normalized_schema_snapshot.json new file mode 100644 index 0000000000000000000000000000000000000000..689b1d00d96508e44ba40e58dc4560e19afc2b3b --- /dev/null +++ b/SynthData0523/main/c2/tabbyflow/tabbyflow-c2-20260501_052813/public_gate/normalized_schema_snapshot.json @@ -0,0 +1,144 @@ +{ + "dataset_id": "c2", + "target_column": "class", + "task_type": "classification", + "columns": [ + { + "name": "buying", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { + "missing_rate": 0.0, + "unique_count": 4, + "unique_ratio": 0.002894, + "example_values": [ + "vhigh", + "med", + "high", + "low" + ] + } + }, + { + "name": "maint", + "role": "feature", + "semantic_type": "categorical", + "nullable": false, + "missing_tokens": [], + "parse_format": null, + "impute_strategy": "mode", + "profile_stats": { 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