Copy 5090 success runs into syntheticSuccess (batch 5)

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/_tabbyflow_gen.py

@@ -0,0 +1,33 @@
+
+import os, shutil, subprocess, sys
+root = r"/workspace/ef-vfm"
+name = r"pipeline_ds"
+src = r"/work/output-SpecializedModels/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds"
+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_tabbyflow-m10-20260423_231356",
+    "--ckpt_path", r"/workspace/ef-vfm/ef_vfm/ckpt/pipeline_ds/adapter_tabbyflow-m10-20260423_231356/model_500.pt",
+    "--num_samples_to_generate", str(int(1600)),
+])
+base = os.path.join(root, "ef_vfm", "result", name, r"adapter_tabbyflow-m10-20260423_231356")
+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-SpecializedModels/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabbyflow-m10-1600-20260423_231458.csv")

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/_tabbyflow_train.py

@@ -0,0 +1,22 @@
+
+import os, shutil, subprocess, sys
+root = r"/workspace/ef-vfm"
+name = r"pipeline_ds"
+src = r"/work/output-SpecializedModels/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds"
+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_tabbyflow-m10-20260423_231356",
+])

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/input_snapshot.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26a6db9fe12ac4f96d86bc4bfc12c7f31a41e9b96f9775b1feb4346ab6fef609
+size 1358

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/models_tabbyflow/trained.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:adb734fec12f2251befd371dca69e481b19464aded2a6823105a01b4be6ddbe5
+size 40

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/public_gate/normalized_schema_snapshot.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e0b4b32dc3273f99328e72f7b5a830444b967386c77d3eacbfe2f367235d172
+size 9315

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/public_gate/public_gate_report.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f9d97f7d812f03897ed2ac1fba10b3ad0abb994aa8895608c4008dc2fde1671
+size 920

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/public_gate/staged_input_manifest.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48e576193e82901f50176c769d8a15d3b15bf0b61fea36ce59697319e7b25cb8
+size 10126

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/runtime_result.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88a7c4f7901d721277a7589239c21609552f70192e12b2bc3930d1500695c261
+size 628

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/staged/public/staged_features.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f9fd27ea602ac44946f02fbad5e711356035d61a0885cf84425dc44c75ff9f1
+size 1952

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/staged/public/test.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d112b674dd456a5bdc2c17ad698087f2df416abb02166d3a29a5873900ca5c0
+size 12392

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/staged/public/train.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de150b4643e0b79637165cc914e9fcfb6de70087020ecc8330be516c425aa579
+size 97926

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/staged/public/val.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8cc0732d8711d262fd1bc7e0157e67872bcc08b0ac05ae2c75bd2773560e29fd
+size 12423

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/staged/tabbyflow/adapter_report.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2215f2b06c7e1c28b3c71aa3718046a93888f34335c5be5be57d30a2c19abef7
+size 324

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/staged/tabbyflow/adapter_transforms_applied.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945
+size 2

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/staged/tabbyflow/model_input_manifest.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b118d9b8a1e30bbd07529b31e6e5b72a3bd6c2218a068baf5faa9128fdb2015d
+size 10326

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabbyflow-m10-1600-20260423_231458.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b3b8348abc87cb1a244ea003b2c7fa223407109019fd9bdfaa405d15a1b200c
+size 194020

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabbyflow_resolved_ckpt.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7422150388f9cf791bb858bb7df0dd7ae7961c8a362328eb79eb481f99287cbf
+size 357

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabbyflow_train_meta.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5a68438fd0fbe5785f4e033776bfbb7a7e80ef1dd591e6f1791dd911af75ce2
+size 261

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds/X_cat_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:200bf07ba523a81bd9f1a9c16b102eb4e5897fd44346145102af24b93e769d3e
+size 9728

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds/X_cat_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:255aa1664e1ca43dc97e8f0c35078c241a07403b16a120f28b09e057cb7b0fa7
+size 76928

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds/X_cat_val.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81fbfccbe21a90ffd0b0bcbf606d7a7c8be6b890e00214b1767f5698ed7ba6e8
+size 9728

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds/X_num_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75263505bca417671a59d41a623144a59348e11f2d2fdab598da2d0b43366442
+size 11328

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds/X_num_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b56d40cd4b61a0256457bd350e08cbe081449c6674d88986211ad4ea5e93ff8
+size 89728

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds/X_num_val.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18250254a269363b519f9e7e685976028c3ae920801166889248d4077d1ec7fb
+size 11328

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds/info.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8076e8ed00f17a3f398f8d83dee0a9b55be8d4a5b9ffc9e970e756a662b1af24
+size 3704

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds/real.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3b2a7f7fa6c1119c8ddc7a966a38fe1e408b9e35d9c8b304abe32952f7ef1c4
+size 97926

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds/test.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0df123fb3f031bcf0931ca96d6ef499bfc722651858de90244d1d7ccdcad8a09
+size 12392

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds/val.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ba7a0829499ade51b68d85ee826d6a971b003a5ab0a58469550bf0d65a278de
+size 12423

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds/y_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65c894bc7c547d8ad506ee908cf9b6224cdd1ccf48d5545722e2e40a321b25fd
+size 928

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds/y_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b3ca2e334584ea0647a17ec5c6806e25bb9c622531ada7f22323efe7e3d12bd
+size 6528

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/tabular_bundle/pipeline_ds/y_val.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ee3b3dbd7dceee59ef903c49618ca98ac2245d6b1eb0bc46e35e4738523b97e
+size 928

syntheticSuccess/m10/tabbyflow/tabbyflow-m10-20260423_231356/train_20260423_231356.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1d07790c5fe6d7e3cc9c508362d7fdf83146459d15c740e73200cee7cfad5e0
+size 207084

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/_fd_X_host.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a04bdf40ab88fa7f3fc6e465245872082abcb54cc1c3cd7408eff84e57748b3
+size 14634704

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/_fd_gen.py

@@ -0,0 +1,8 @@
+
+import joblib, pandas as pd
+m, meta = joblib.load(r'/work/output-SpecializedModels/m11/forestdiffusion/forest-m11-20260426_040649/forestdiffusion_model.joblib')
+# generate：batch_size 为样本数
+arr = m.generate(batch_size=int(304887))
+df = pd.DataFrame(arr, columns=meta["column_names"])
+df.to_csv(r'/work/output-SpecializedModels/m11/forestdiffusion/forest-m11-20260426_040649/forest-m11-304887-20260426_123310.csv', index=False)
+print("saved", len(df))

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/_fd_meta_host.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb3c055fe5af03b4f66b16a2f63583e4b58bce1985d04fa592aa9d948f2869dd
+size 228

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/_fd_train.py

@@ -0,0 +1,20 @@
+
+import shutil, json
+shutil.copy(r'/work/output-SpecializedModels/m11/forestdiffusion/forest-m11-20260426_040649/_fd_X_host.npy', '/tmp/fd_X.npy')
+with open(r'/work/output-SpecializedModels/m11/forestdiffusion/forest-m11-20260426_040649/_fd_meta_host.json') as f:
+    open('/tmp/fd_meta.json','w').write(f.read())
+
+import numpy as np, joblib, json, os
+from ForestDiffusion import ForestDiffusionModel
+X = np.load("/tmp/fd_X.npy")
+with open("/tmp/fd_meta.json") as f:
+    meta = json.load(f)
+cat_indexes = meta["cat_indexes"]
+m = ForestDiffusionModel(
+    X, n_t=20, n_estimators=100, duplicate_K=20, n_jobs=2,
+    model="xgboost", max_depth=6, tree_method="hist", cat_indexes=cat_indexes,
+)
+joblib.dump((m, meta), "/tmp/fd_model.joblib")
+print("ForestDiffusion train OK")
+
+shutil.copy('/tmp/fd_model.joblib', r'/work/output-SpecializedModels/m11/forestdiffusion/forest-m11-20260426_040649/forestdiffusion_model.joblib')

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/forest-m11-304887-20260426_123310.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bab911f79f345e1d01904b63c733660c340603a36a63a2fd6d158ed3afac4a7b
+size 43454072

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/forestdiffusion_model.joblib

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cc1ae53419bbe308876f6536ed4fa1749f8b308c99da66f2e4c56f59cb44960
+size 160071237

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/input_snapshot.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b45b8b68881b2e61aefe5ec6c9081bd0f8299986684b0844985204673ad6768
+size 1371

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/models_fd/model.joblib

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cc1ae53419bbe308876f6536ed4fa1749f8b308c99da66f2e4c56f59cb44960
+size 160071237

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/public_gate/normalized_schema_snapshot.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c72ff0473a3e4d42dad399ccbdb6e25cab814c11f02c3a1babfb03fd5d70f458
+size 5400

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/public_gate/public_gate_report.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:408ce089749673256334d045f8d0d2f13b1e3d8ed048d99c68f23f89a91263bc
+size 932

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/public_gate/staged_input_manifest.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b44c89ca50b40dc37bf1b28266fd14c3b020709ef8c6d5ae38fa246e4297920b
+size 6226

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/runtime_result.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e89433c46156f3f111984dddf9c88d61dbd5db535703c2031afcd9f358d0f978
+size 631

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/staged/forestdiffusion/adapter_report.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35ce52253dedb822c1d968fd11d8565d4b3351c4f1b732049cff7e432322fadb
+size 333

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/staged/forestdiffusion/adapter_transforms_applied.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945
+size 2

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/staged/forestdiffusion/model_input_manifest.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:814d621bf1b1c0ec95d1aa5eff0a0560302edc0cffb8e49201668f25e3ae0392
+size 6435

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/staged/public/staged_features.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b36d25a7769c0cbf2fcdd4f1ea3c717718c21b7d7f3af2e7650de64254c8a17d
+size 1160

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/staged/public/test.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45a031a23f36e6dec485a2c50a0314a1e7d92b0f084fe2fe226b068b2781783d
+size 2143487

syntheticSuccess/m11/forestdiffusion/forest-m11-20260426_040649/staged/public/train.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:929bf5af6a31a08475878fb8f509e60d9b9aa0a48344ec40053e242f33eb15aa
+size 17145673