Add syntheticFail c6

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/_tabddpm_train.py

@@ -0,0 +1,32 @@
+import os, sys, subprocess
+
+tabddpm_root = "/workspace/tabddpm/code"
+assert os.path.isdir(tabddpm_root), f"TabDDPM source not mounted: {tabddpm_root}"
+env = os.environ.copy()
+env["PYTHONPATH"] = tabddpm_root + (os.pathsep + env.get("PYTHONPATH", ""))
+
+# Write a wrapper that patches collections.Sequence (removed in Python 3.10+)
+# before running pipeline.py - needed because skorch uses old API
+wrapper = os.path.join(tabddpm_root, "_compat_run.py")
+with open(wrapper, "w") as f:
+    f.write(
+        "import collections, collections.abc\n"
+        "for _a in ('Sequence','MutableSequence','MutableMapping','Mapping',"
+        "'MutableSet','Set','Callable','Iterable','Iterator'):\n"
+        "    if not hasattr(collections, _a): setattr(collections, _a, getattr(collections.abc, _a, None))\n"
+        "import sys, runpy\n"
+        "sys.argv = sys.argv[1:]\n"
+        "runpy.run_path(sys.argv[0], run_name='__main__')\n"
+    )
+
+print(f"[TabDDPM] Training, config=/work/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/config.toml")
+ret = subprocess.run(
+    [sys.executable, wrapper, "scripts/pipeline.py",
+     "--config", "/work/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/config.toml",
+     "--train"],
+    cwd=tabddpm_root,
+    env=env
+)
+if ret.returncode != 0:
+    sys.exit(ret.returncode)
+print("[TabDDPM] Training complete")

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/config.toml

@@ -0,0 +1,39 @@
+seed = 0
+parent_dir = "/work/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/output"
+real_data_path = "/work/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/data"
+model_type = "mlp"
+num_numerical_features = 2
+device = "cuda:0"
+
+[model_params]
+d_in = 7
+num_classes = 2
+is_y_cond = true
+
+[model_params.rtdl_params]
+d_layers = [256, 256]
+dropout = 0.0
+
+[diffusion_params]
+num_timesteps = 200
+gaussian_loss_type = "mse"
+
+[train.main]
+steps = 2000
+lr = 0.001
+weight_decay = 0.0
+batch_size = 256
+
+[train.T]
+seed = 0
+normalization = "quantile"
+num_nan_policy = "__none__"
+cat_nan_policy = "__none__"
+cat_min_frequency = "__none__"
+cat_encoding = "__none__"
+y_policy = "default"
+
+[sample]
+num_samples = 1000
+batch_size = 256
+seed = 0

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/data/X_cat_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70d11e223e774b29d6fd58433b72dcb3d3a24a8bbb187fc6d7d32b8fe5e9cee7
+size 305568

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/data/X_num_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24258565807b5a7fc2c0c3c9a4f26f21a6bb9f8e60c004592425f19e3b2b55a1
+size 61216

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/data/info.json

@@ -0,0 +1,32 @@
+{
+  "name": "benchmark_dataset",
+  "task_type": "multiclass",
+  "n_num_features": 2,
+  "n_cat_features": 5,
+  "train_size": 7636,
+  "num_col_idx": [
+    0,
+    1
+  ],
+  "cat_col_idx": [
+    2,
+    3,
+    4,
+    5,
+    6
+  ],
+  "target_col_idx": [
+    7
+  ],
+  "column_names": [
+    "Student ID",
+    "Question ID",
+    "Student Country",
+    "Question Level",
+    "Topic",
+    "Subtopic",
+    "Keywords",
+    "Type of Answer"
+  ],
+  "num_classes": 2
+}

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/data/y_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80ccc3344a1009b642b589707df9c94cbc3dfa53970e361d51fe44862d17d9f2
+size 61216

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/input_snapshot.json

@@ -0,0 +1,36 @@
+{
+  "dataset_id": "c6",
+  "model": "tabddpm",
+  "inputs": {
+    "train_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c6/c6-train.csv",
+      "exists": true,
+      "size": 849500,
+      "sha256": "7d8f85a52de0e63e292778c26cb06223383b366c589d4226c3de68b111ba5272"
+    },
+    "val_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c6/c6-val.csv",
+      "exists": true,
+      "size": 108137,
+      "sha256": "9ede9f1e2036e743d822e8ed8d7b5e1050159e8fc7b402b758a294f7a14528fe"
+    },
+    "test_csv": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c6/c6-test.csv",
+      "exists": true,
+      "size": 107696,
+      "sha256": "d28b60b361526450f0c203ddf50498854cb66ad5c1978516a99c265f529f8e4f"
+    },
+    "profile_json": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c6/c6-dataset_profile.json",
+      "exists": true,
+      "size": 4145,
+      "sha256": "70c4d3f4f544b9bff7543f502136d9b1403d8589ad5ef0a9695842d8ef9d5185"
+    },
+    "contract_json": {
+      "path": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/artifacts/data_core/tabular/c6/c6-dataset_contract_v1.json",
+      "exists": true,
+      "size": 4740,
+      "sha256": "602750e8159221cf97836d44d530098411b5f2cd6fc47c06776171da79d06593"
+    }
+  }
+}

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/public_gate/normalized_schema_snapshot.json

@@ -0,0 +1,169 @@
+{
+  "dataset_id": "c6",
+  "target_column": "Type of Answer",
+  "task_type": "classification",
+  "columns": [
+    {
+      "name": "Student ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 367,
+        "unique_ratio": 0.048062,
+        "example_values": [
+          "473",
+          "351",
+          "967",
+          "1557",
+          "394"
+        ]
+      }
+    },
+    {
+      "name": "Student Country",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 8,
+        "unique_ratio": 0.001048,
+        "example_values": [
+          "Portugal",
+          "Italy",
+          "Lithuania",
+          "Slovenia",
+          "Ireland"
+        ]
+      }
+    },
+    {
+      "name": "Question ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 796,
+        "unique_ratio": 0.104243,
+        "example_values": [
+          "346",
+          "796",
+          "453",
+          "87",
+          "325"
+        ]
+      }
+    },
+    {
+      "name": "Type of Answer",
+      "role": "target",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000262,
+        "example_values": [
+          "0",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "Question Level",
+      "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": 0.000262,
+        "example_values": [
+          "Advanced",
+          "Basic"
+        ]
+      }
+    },
+    {
+      "name": "Topic",
+      "role": "feature",
+      "semantic_type": "text",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "keep_raw",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 14,
+        "unique_ratio": 0.001833,
+        "example_values": [
+          "Complex Numbers",
+          "Fundamental Mathematics",
+          "Linear Algebra",
+          "Real Functions of a single variable",
+          "Analytic Geometry"
+        ]
+      }
+    },
+    {
+      "name": "Subtopic",
+      "role": "feature",
+      "semantic_type": "text",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "keep_raw",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 24,
+        "unique_ratio": 0.003143,
+        "example_values": [
+          "Complex Numbers",
+          "Algebraic expressions, Equations, and Inequalities",
+          "Vector Spaces",
+          "Limits and Continuity",
+          "Linear Transformations"
+        ]
+      }
+    },
+    {
+      "name": "Keywords",
+      "role": "feature",
+      "semantic_type": "text",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "keep_raw",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 360,
+        "unique_ratio": 0.047145,
+        "example_values": [
+          "Imaginary part,Modulus of a complex number,Operations with complex numbers,Conjugate number,Real part",
+          "Logarithmic function,Exponential function,Simplify expressions",
+          "Linear independence,Span,Linear dependence",
+          "Indeterminate forms,Limits",
+          "Range,Kernel"
+        ]
+      }
+    }
+  ]
+}

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/public_gate/public_gate_report.json

@@ -0,0 +1,37 @@
+{
+  "dataset_id": "c6",
+  "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": "Type of Answer",
+  "task_type": "classification",
+  "input_splits": {
+    "train": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c6/c6-train.csv",
+    "val": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c6/c6-val.csv",
+    "test": "/data/jialinzhang/SynthesizePipeline-server/DatasetNew/c6/c6-test.csv"
+  }
+}

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/public_gate/staged_input_manifest.json

@@ -0,0 +1,174 @@
+{
+  "dataset_id": "c6",
+  "target_column": "Type of Answer",
+  "task_type": "classification",
+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/public_gate/public_gate_report.json",
+  "column_schema": [
+    {
+      "name": "Student ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 367,
+        "unique_ratio": 0.048062,
+        "example_values": [
+          "473",
+          "351",
+          "967",
+          "1557",
+          "394"
+        ]
+      }
+    },
+    {
+      "name": "Student Country",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 8,
+        "unique_ratio": 0.001048,
+        "example_values": [
+          "Portugal",
+          "Italy",
+          "Lithuania",
+          "Slovenia",
+          "Ireland"
+        ]
+      }
+    },
+    {
+      "name": "Question ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 796,
+        "unique_ratio": 0.104243,
+        "example_values": [
+          "346",
+          "796",
+          "453",
+          "87",
+          "325"
+        ]
+      }
+    },
+    {
+      "name": "Type of Answer",
+      "role": "target",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000262,
+        "example_values": [
+          "0",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "Question Level",
+      "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": 0.000262,
+        "example_values": [
+          "Advanced",
+          "Basic"
+        ]
+      }
+    },
+    {
+      "name": "Topic",
+      "role": "feature",
+      "semantic_type": "text",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "keep_raw",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 14,
+        "unique_ratio": 0.001833,
+        "example_values": [
+          "Complex Numbers",
+          "Fundamental Mathematics",
+          "Linear Algebra",
+          "Real Functions of a single variable",
+          "Analytic Geometry"
+        ]
+      }
+    },
+    {
+      "name": "Subtopic",
+      "role": "feature",
+      "semantic_type": "text",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "keep_raw",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 24,
+        "unique_ratio": 0.003143,
+        "example_values": [
+          "Complex Numbers",
+          "Algebraic expressions, Equations, and Inequalities",
+          "Vector Spaces",
+          "Limits and Continuity",
+          "Linear Transformations"
+        ]
+      }
+    },
+    {
+      "name": "Keywords",
+      "role": "feature",
+      "semantic_type": "text",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "keep_raw",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 360,
+        "unique_ratio": 0.047145,
+        "example_values": [
+          "Imaginary part,Modulus of a complex number,Operations with complex numbers,Conjugate number,Real part",
+          "Logarithmic function,Exponential function,Simplify expressions",
+          "Linear independence,Span,Linear dependence",
+          "Indeterminate forms,Limits",
+          "Range,Kernel"
+        ]
+      }
+    }
+  ]
+}

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/run_config.json

@@ -0,0 +1,45 @@
+{
+  "schema_version": 1,
+  "recorded_at": "2026-05-10T21:54:55",
+  "dataset_id": "c6",
+  "model": "tabddpm",
+  "work_dir": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455",
+  "dataset_source_requested": "new",
+  "dataset_source_resolved": "new",
+  "cli_args": {
+    "model": "tabddpm",
+    "dataset": "c6",
+    "dataset_source": "new",
+    "train": true,
+    "generate": true,
+    "num_rows": 0,
+    "epochs": null,
+    "output_dir": null,
+    "model_dir": null,
+    "work_dir": null,
+    "resume": false,
+    "no_stats": false
+  },
+  "resolved": {
+    "num_rows": 7636,
+    "model_path": null,
+    "output_csv": null
+  },
+  "input_artifacts": {
+    "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/public_gate/public_gate_report.json",
+    "public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/public_gate/staged_input_manifest.json",
+    "model_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/staged/tabddpm/model_input_manifest.json",
+    "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/staged/public/train.csv",
+    "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/staged/public/staged_features.json",
+    "target_column": "Type of Answer",
+    "task_type": "classification"
+  },
+  "env_overrides": {
+    "BENCHMARK_TABDDPM_GPUS": "device=3",
+    "TABDDPM_NUM_TIMESTEPS": "200",
+    "TABDDPM_SAMPLE_BATCH_SIZE": "256",
+    "TABDDPM_STEPS_PER_EPOCH": "40",
+    "TABDDPM_TRAIN_BATCH_SIZE": "256",
+    "TABDDPM_TRAIN_LR": "0.001"
+  }
+}

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/runtime_result.json

@@ -0,0 +1,24 @@
+{
+  "dataset_id": "c6",
+  "model": "tabddpm",
+  "run_id": "tabddpm-c6-20260510_215455",
+  "public_gate_status": "pass",
+  "adapter_ready_status": "pass",
+  "train_status": "fail",
+  "generate_status": "skipped",
+  "reason_code": "adapter_runtime_error",
+  "reason_detail": "Command '['docker', 'run', '--rm', '--init', '--user', '1005:1005', '-e', 'HOME=/work/.home', '--cidfile', '/tmp/bench_docker_tabddpm_u9nri_i5/container.cid', '--gpus', 'device=3', '-v', '/data/jialinzhang/SynthesizePipeline-server:/work', '-w', '/work', '-v', '/data/jialinzhang/synthetic_benchmark/tabddpm/code:/workspace/tabddpm/code', 'benchmark:tabddpm-zjl', 'python', '/work/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/_tabddpm_train.py']' returned non-zero exit status 1.",
+  "artifacts": {},
+  "timings": {
+    "train": {
+      "started_at": "2026-05-10T21:54:55",
+      "ended_at": "2026-05-10T21:54:56",
+      "duration_sec": 0.778
+    },
+    "generate": {
+      "started_at": null,
+      "ended_at": null,
+      "duration_sec": null
+    }
+  }
+}

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/staged/public/staged_features.json

@@ -0,0 +1,42 @@
+[
+  {
+    "feature_name": "Student ID",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "Student Country",
+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "Question ID",
+    "data_type": "continuous",
+    "is_target": false
+  },
+  {
+    "feature_name": "Type of Answer",
+    "data_type": "binary",
+    "is_target": true
+  },
+  {
+    "feature_name": "Question Level",
+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "Topic",
+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "Subtopic",
+    "data_type": "categorical",
+    "is_target": false
+  },
+  {
+    "feature_name": "Keywords",
+    "data_type": "categorical",
+    "is_target": false
+  }
+]

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/staged/public/test.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d28b60b361526450f0c203ddf50498854cb66ad5c1978516a99c265f529f8e4f
+size 107696

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/staged/public/train.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d8f85a52de0e63e292778c26cb06223383b366c589d4226c3de68b111ba5272
+size 849500

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/staged/public/val.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ede9f1e2036e743d822e8ed8d7b5e1050159e8fc7b402b758a294f7a14528fe
+size 108137

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/staged/tabddpm/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-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/staged/tabddpm/model_input_manifest.json"
+}

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/staged/tabddpm/adapter_transforms_applied.json

@@ -0,0 +1 @@
+[]

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/staged/tabddpm/model_input_manifest.json

@@ -0,0 +1,176 @@
+{
+  "dataset_id": "c6",
+  "model": "tabddpm",
+  "target_column": "Type of Answer",
+  "task_type": "classification",
+  "column_schema": [
+    {
+      "name": "Student ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 367,
+        "unique_ratio": 0.048062,
+        "example_values": [
+          "473",
+          "351",
+          "967",
+          "1557",
+          "394"
+        ]
+      }
+    },
+    {
+      "name": "Student Country",
+      "role": "feature",
+      "semantic_type": "categorical",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 8,
+        "unique_ratio": 0.001048,
+        "example_values": [
+          "Portugal",
+          "Italy",
+          "Lithuania",
+          "Slovenia",
+          "Ireland"
+        ]
+      }
+    },
+    {
+      "name": "Question ID",
+      "role": "feature",
+      "semantic_type": "numeric",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "median",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 796,
+        "unique_ratio": 0.104243,
+        "example_values": [
+          "346",
+          "796",
+          "453",
+          "87",
+          "325"
+        ]
+      }
+    },
+    {
+      "name": "Type of Answer",
+      "role": "target",
+      "semantic_type": "boolean",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "mode",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 2,
+        "unique_ratio": 0.000262,
+        "example_values": [
+          "0",
+          "1"
+        ]
+      }
+    },
+    {
+      "name": "Question Level",
+      "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": 0.000262,
+        "example_values": [
+          "Advanced",
+          "Basic"
+        ]
+      }
+    },
+    {
+      "name": "Topic",
+      "role": "feature",
+      "semantic_type": "text",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "keep_raw",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 14,
+        "unique_ratio": 0.001833,
+        "example_values": [
+          "Complex Numbers",
+          "Fundamental Mathematics",
+          "Linear Algebra",
+          "Real Functions of a single variable",
+          "Analytic Geometry"
+        ]
+      }
+    },
+    {
+      "name": "Subtopic",
+      "role": "feature",
+      "semantic_type": "text",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "keep_raw",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 24,
+        "unique_ratio": 0.003143,
+        "example_values": [
+          "Complex Numbers",
+          "Algebraic expressions, Equations, and Inequalities",
+          "Vector Spaces",
+          "Limits and Continuity",
+          "Linear Transformations"
+        ]
+      }
+    },
+    {
+      "name": "Keywords",
+      "role": "feature",
+      "semantic_type": "text",
+      "nullable": false,
+      "missing_tokens": [],
+      "parse_format": null,
+      "impute_strategy": "keep_raw",
+      "profile_stats": {
+        "missing_rate": 0.0,
+        "unique_count": 360,
+        "unique_ratio": 0.047145,
+        "example_values": [
+          "Imaginary part,Modulus of a complex number,Operations with complex numbers,Conjugate number,Real part",
+          "Logarithmic function,Exponential function,Simplify expressions",
+          "Linear independence,Span,Linear dependence",
+          "Indeterminate forms,Limits",
+          "Range,Kernel"
+        ]
+      }
+    }
+  ],
+  "public_manifest": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/public_gate/staged_input_manifest.json",
+  "train_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/staged/public/train.csv",
+  "val_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/staged/public/val.csv",
+  "test_csv": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/staged/public/test.csv",
+  "features_json": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/staged/public/staged_features.json",
+  "public_gate_report": "/data/jialinzhang/SynthesizePipeline-server/output-Benchmark-trainonly-v1/c6/tabddpm/tabddpm-c6-20260510_215455/public_gate/public_gate_report.json"
+}

syntheticFail/c6/tabddpm/tabddpm-c6-20260510_215455/train_20260510_215455.log

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0003356852e3f658a42d8c28eecff12b509de7a345e318c0265f6c6240265be5
+size 575