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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
image_path: string
sample_id: string
generation: null
schema_version: string
source: struct<benchmark_split: string, category: string, compat_id: string, dataset: string, dataset_versio (... 324 chars omitted)
child 0, benchmark_split: string
child 1, category: string
child 2, compat_id: string
child 3, dataset: string
child 4, dataset_version: string
child 5, defect_subtype: string
child 6, exact_duplicate_ids: list<item: null>
child 0, item: null
child 7, height: int64
child 8, identity_group: string
child 9, image_abs: string
child 10, image_path: string
child 11, image_sha256: string
child 12, in_development: bool
child 13, label: int64
child 14, mask_abs: string
child 15, mask_path: string
child 16, mask_sha256: string
child 17, official_split: string
child 18, source_id: string
child 19, width: int64
output: struct<path: string, sha256: null>
child 0, path: string
child 1, sha256: null
quality: struct<clip_fraction_before_encoding: null, gradient_energy_ratio: null, psnr_srgb: null, ssim_srgb: (... 29 chars omitted)
child 0, clip_fraction_before_encoding: null
child 1, gradient_energy_ratio: null
child 2, psnr_srgb: null
child 3, ssim_srgb: null
child 4, technical_valid: null
to
{'generation': {'active_effects': List(Value('string')), 'assignment_seed': Value('int64'), 'blur': Json(decode=True), 'blur_kind': Value('string'), 'component_tiers': Json(decode=True), 'dominant_effect': Value('string'), 'exposure_ev': Value('float64'), 'jpeg': {'chroma_subsampling': Value('string'), 'enabled': Value('bool'), 'quality': Value('int64')}, 'noise': Json(decode=True), 'operator_order': List(Value('string')), 'parameter_seed': Value('int64'), 'profile': Value('string'), 'realization_id': Value('int64'), 'realization_seed': Value('int64'), 'recipe_tier': Value('int64'), 'reference_short_side': Value('int64'), 'resampling': {'enabled': Value('bool'), 'factor': Value('float64')}, 'spatial_scale_q': Value('float64'), 'track': Value('string')}, 'output': {'path': Value('string'), 'sha256': Value('null')}, 'quality': {'clip_fraction_before_encoding': Value('null'), 'gradient_energy_ratio': Value('null'), 'psnr_srgb': Value('null'), 'ssim_srgb': Value('null'), 'technical_valid': Value('null')}, 'sample_id': Value('string'), 'schema_version': Value('string'), 'source': {'benchmark_split': Value('string'), 'category': Value('string'), 'compat_id': Value('string'), 'dataset': Value('string'), 'dataset_version': Value('string'), 'defect_subtype': Value('string'), 'exact_duplicate_ids': List(Value('null')), 'height': Value('int64'), 'identity_group': Value('string'), 'image_abs': Value('string'), 'image_path': Value('string'), 'image_sha256': Value('string'), 'in_development': Value('bool'), 'label': Value('int64'), 'mask_abs': Value('string'), 'mask_path': Value('string'), 'mask_sha256': Value('string'), 'official_split': Value('string'), 'source_id': Value('string'), 'width': Value('int64')}}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
image_path: string
sample_id: string
generation: null
schema_version: string
source: struct<benchmark_split: string, category: string, compat_id: string, dataset: string, dataset_versio (... 324 chars omitted)
child 0, benchmark_split: string
child 1, category: string
child 2, compat_id: string
child 3, dataset: string
child 4, dataset_version: string
child 5, defect_subtype: string
child 6, exact_duplicate_ids: list<item: null>
child 0, item: null
child 7, height: int64
child 8, identity_group: string
child 9, image_abs: string
child 10, image_path: string
child 11, image_sha256: string
child 12, in_development: bool
child 13, label: int64
child 14, mask_abs: string
child 15, mask_path: string
child 16, mask_sha256: string
child 17, official_split: string
child 18, source_id: string
child 19, width: int64
output: struct<path: string, sha256: null>
child 0, path: string
child 1, sha256: null
quality: struct<clip_fraction_before_encoding: null, gradient_energy_ratio: null, psnr_srgb: null, ssim_srgb: (... 29 chars omitted)
child 0, clip_fraction_before_encoding: null
child 1, gradient_energy_ratio: null
child 2, psnr_srgb: null
child 3, ssim_srgb: null
child 4, technical_valid: null
to
{'generation': {'active_effects': List(Value('string')), 'assignment_seed': Value('int64'), 'blur': Json(decode=True), 'blur_kind': Value('string'), 'component_tiers': Json(decode=True), 'dominant_effect': Value('string'), 'exposure_ev': Value('float64'), 'jpeg': {'chroma_subsampling': Value('string'), 'enabled': Value('bool'), 'quality': Value('int64')}, 'noise': Json(decode=True), 'operator_order': List(Value('string')), 'parameter_seed': Value('int64'), 'profile': Value('string'), 'realization_id': Value('int64'), 'realization_seed': Value('int64'), 'recipe_tier': Value('int64'), 'reference_short_side': Value('int64'), 'resampling': {'enabled': Value('bool'), 'factor': Value('float64')}, 'spatial_scale_q': Value('float64'), 'track': Value('string')}, 'output': {'path': Value('string'), 'sha256': Value('null')}, 'quality': {'clip_fraction_before_encoding': Value('null'), 'gradient_energy_ratio': Value('null'), 'psnr_srgb': Value('null'), 'ssim_srgb': Value('null'), 'technical_valid': Value('null')}, 'sample_id': Value('string'), 'schema_version': Value('string'), 'source': {'benchmark_split': Value('string'), 'category': Value('string'), 'compat_id': Value('string'), 'dataset': Value('string'), 'dataset_version': Value('string'), 'defect_subtype': Value('string'), 'exact_duplicate_ids': List(Value('null')), 'height': Value('int64'), 'identity_group': Value('string'), 'image_abs': Value('string'), 'image_path': Value('string'), 'image_sha256': Value('string'), 'in_development': Value('bool'), 'label': Value('int64'), 'mask_abs': Value('string'), 'mask_path': Value('string'), 'mask_sha256': Value('string'), 'official_split': Value('string'), 'source_id': Value('string'), 'width': Value('int64')}}
because column names don't match
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
generation dict | output dict | quality dict | sample_id string | schema_version string | source dict |
|---|---|---|---|---|---|
{
"active_effects": [
"overexposure"
],
"assignment_seed": 1729,
"blur": {
"angle_rad": null,
"boundary": "reflect",
"kernel_sha256": null,
"kind": null,
"length_px_at_512": null,
"length_px_native": null,
"radius_px_at_512": null,
"radius_px_native": null,
"sigma_major_p... | {
"path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_large__005.png",
"sha256": null
} | {
"clip_fraction_before_encoding": null,
"gradient_energy_ratio": null,
"psnr_srgb": null,
"ssim_srgb": null,
"technical_valid": null
} | mvtec_ad::bottle/test/broken_large/005 | arad_compact_v1 | {
"benchmark_split": "development",
"category": "bottle",
"compat_id": "bottle/test/broken_large/005",
"dataset": "mvtec_ad",
"dataset_version": "2019",
"defect_subtype": "broken_large",
"exact_duplicate_ids": [],
"height": 900,
"identity_group": "cb4dfa6e11f536aa8746834d41e27f86facf51fb8c92e421af7c6d... |
{
"active_effects": [
"isotropic_gaussian"
],
"assignment_seed": 1729,
"blur": {
"angle_rad": null,
"boundary": "reflect",
"kernel_sha256": null,
"kind": "isotropic_gaussian",
"length_px_at_512": null,
"length_px_native": null,
"radius_px_at_512": null,
"radius_px_native": nu... | {
"path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_large__007.png",
"sha256": null
} | {
"clip_fraction_before_encoding": null,
"gradient_energy_ratio": null,
"psnr_srgb": null,
"ssim_srgb": null,
"technical_valid": null
} | mvtec_ad::bottle/test/broken_large/007 | arad_compact_v1 | {
"benchmark_split": "development",
"category": "bottle",
"compat_id": "bottle/test/broken_large/007",
"dataset": "mvtec_ad",
"dataset_version": "2019",
"defect_subtype": "broken_large",
"exact_duplicate_ids": [],
"height": 900,
"identity_group": "944292b41adbdcbc22c19027f3e0b02eae1cd9defa93bb41e4f4ac... |
{
"active_effects": [
"underexposure",
"linear_motion",
"gaussian_noise",
"jpeg"
],
"assignment_seed": 1729,
"blur": {
"angle_rad": 0.7324352464,
"boundary": "reflect",
"kernel_sha256": null,
"kind": "linear_motion",
"length_px_at_512": 10.0285283075,
"length_px_native": ... | {
"path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_large__008.png",
"sha256": null
} | {
"clip_fraction_before_encoding": null,
"gradient_energy_ratio": null,
"psnr_srgb": null,
"ssim_srgb": null,
"technical_valid": null
} | mvtec_ad::bottle/test/broken_large/008 | arad_compact_v1 | {
"benchmark_split": "development",
"category": "bottle",
"compat_id": "bottle/test/broken_large/008",
"dataset": "mvtec_ad",
"dataset_version": "2019",
"defect_subtype": "broken_large",
"exact_duplicate_ids": [],
"height": 900,
"identity_group": "0ded17a988dd56d1027d90402e0eff6030727b541c7c263bd77287... |
{
"active_effects": [
"isotropic_gaussian"
],
"assignment_seed": 1729,
"blur": {
"angle_rad": null,
"boundary": "reflect",
"kernel_sha256": null,
"kind": "isotropic_gaussian",
"length_px_at_512": null,
"length_px_native": null,
"radius_px_at_512": null,
"radius_px_native": nu... | {
"path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_large__014.png",
"sha256": null
} | {
"clip_fraction_before_encoding": null,
"gradient_energy_ratio": null,
"psnr_srgb": null,
"ssim_srgb": null,
"technical_valid": null
} | mvtec_ad::bottle/test/broken_large/014 | arad_compact_v1 | {
"benchmark_split": "development",
"category": "bottle",
"compat_id": "bottle/test/broken_large/014",
"dataset": "mvtec_ad",
"dataset_version": "2019",
"defect_subtype": "broken_large",
"exact_duplicate_ids": [],
"height": 900,
"identity_group": "e32c92da6a4689dfb9aa8e627da233b154d3f141c171aa6abfd32b... |
{
"active_effects": [
"jpeg"
],
"assignment_seed": 1729,
"blur": {
"angle_rad": null,
"boundary": "reflect",
"kernel_sha256": null,
"kind": null,
"length_px_at_512": null,
"length_px_native": null,
"radius_px_at_512": null,
"radius_px_native": null,
"sigma_major_px_native... | {
"path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_large__017.png",
"sha256": null
} | {
"clip_fraction_before_encoding": null,
"gradient_energy_ratio": null,
"psnr_srgb": null,
"ssim_srgb": null,
"technical_valid": null
} | mvtec_ad::bottle/test/broken_large/017 | arad_compact_v1 | {
"benchmark_split": "development",
"category": "bottle",
"compat_id": "bottle/test/broken_large/017",
"dataset": "mvtec_ad",
"dataset_version": "2019",
"defect_subtype": "broken_large",
"exact_duplicate_ids": [],
"height": 900,
"identity_group": "32a2c9cf43301567ccbb7c2e9a4eccff5a8e464de8a9c545885d6b... |
{
"active_effects": [
"overexposure"
],
"assignment_seed": 1729,
"blur": {
"angle_rad": null,
"boundary": "reflect",
"kernel_sha256": null,
"kind": null,
"length_px_at_512": null,
"length_px_native": null,
"radius_px_at_512": null,
"radius_px_native": null,
"sigma_major_p... | {
"path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_large__019.png",
"sha256": null
} | {
"clip_fraction_before_encoding": null,
"gradient_energy_ratio": null,
"psnr_srgb": null,
"ssim_srgb": null,
"technical_valid": null
} | mvtec_ad::bottle/test/broken_large/019 | arad_compact_v1 | {
"benchmark_split": "development",
"category": "bottle",
"compat_id": "bottle/test/broken_large/019",
"dataset": "mvtec_ad",
"dataset_version": "2019",
"defect_subtype": "broken_large",
"exact_duplicate_ids": [],
"height": 900,
"identity_group": "6807074bef09e3257c3bb516167264a9003ca666e1ddb65d7e3060... |
{
"active_effects": [
"gaussian_noise"
],
"assignment_seed": 1729,
"blur": {
"angle_rad": null,
"boundary": "reflect",
"kernel_sha256": null,
"kind": null,
"length_px_at_512": null,
"length_px_native": null,
"radius_px_at_512": null,
"radius_px_native": null,
"sigma_major... | {
"path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_small__000.png",
"sha256": null
} | {
"clip_fraction_before_encoding": null,
"gradient_energy_ratio": null,
"psnr_srgb": null,
"ssim_srgb": null,
"technical_valid": null
} | mvtec_ad::bottle/test/broken_small/000 | arad_compact_v1 | {
"benchmark_split": "development",
"category": "bottle",
"compat_id": "bottle/test/broken_small/000",
"dataset": "mvtec_ad",
"dataset_version": "2019",
"defect_subtype": "broken_small",
"exact_duplicate_ids": [],
"height": 900,
"identity_group": "05b96e1102fba8cc19bf60e17d33a0830247df2bbba56cae3df100... |
{
"active_effects": [
"gaussian_noise"
],
"assignment_seed": 1729,
"blur": {
"angle_rad": null,
"boundary": "reflect",
"kernel_sha256": null,
"kind": null,
"length_px_at_512": null,
"length_px_native": null,
"radius_px_at_512": null,
"radius_px_native": null,
"sigma_major... | {
"path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_small__001.png",
"sha256": null
} | {
"clip_fraction_before_encoding": null,
"gradient_energy_ratio": null,
"psnr_srgb": null,
"ssim_srgb": null,
"technical_valid": null
} | mvtec_ad::bottle/test/broken_small/001 | arad_compact_v1 | {
"benchmark_split": "development",
"category": "bottle",
"compat_id": "bottle/test/broken_small/001",
"dataset": "mvtec_ad",
"dataset_version": "2019",
"defect_subtype": "broken_small",
"exact_duplicate_ids": [],
"height": 900,
"identity_group": "bc60260af053f2f84f71550dda6f2d88c9c8e427109a56249f0dc6... |
{
"active_effects": [
"overexposure",
"anisotropic_gaussian",
"jpeg"
],
"assignment_seed": 1729,
"blur": {
"angle_rad": 2.5312737226,
"aniso_ratio": 2.0560160426,
"boundary": "reflect",
"kernel_sha256": null,
"kind": "anisotropic_gaussian",
"length_px_at_512": null,
"leng... | {
"path": "mvtec_ad/bottle/mvtec_ad__bottle__test__broken_small__014.png",
"sha256": null
} | {
"clip_fraction_before_encoding": null,
"gradient_energy_ratio": null,
"psnr_srgb": null,
"ssim_srgb": null,
"technical_valid": null
} | mvtec_ad::bottle/test/broken_small/014 | arad_compact_v1 | {
"benchmark_split": "development",
"category": "bottle",
"compat_id": "bottle/test/broken_small/014",
"dataset": "mvtec_ad",
"dataset_version": "2019",
"defect_subtype": "broken_small",
"exact_duplicate_ids": [],
"height": 900,
"identity_group": "c74fb6a0cfc32692175c6f97f337fa49a0146a2ccb66ffa308e90b... |
{
"active_effects": [
"jpeg"
],
"assignment_seed": 1729,
"blur": {
"angle_rad": null,
"boundary": "reflect",
"kernel_sha256": null,
"kind": null,
"length_px_at_512": null,
"length_px_native": null,
"radius_px_at_512": null,
"radius_px_native": null,
"sigma_major_px_native... | {
"path": "mvtec_ad/bottle/mvtec_ad__bottle__test__contamination__003.png",
"sha256": null
} | {
"clip_fraction_before_encoding": null,
"gradient_energy_ratio": null,
"psnr_srgb": null,
"ssim_srgb": null,
"technical_valid": null
} | mvtec_ad::bottle/test/contamination/003 | arad_compact_v1 | {
"benchmark_split": "development",
"category": "bottle",
"compat_id": "bottle/test/contamination/003",
"dataset": "mvtec_ad",
"dataset_version": "2019",
"defect_subtype": "contamination",
"exact_duplicate_ids": [],
"height": 900,
"identity_group": "023c4e62fbe0b7f408245e85b8fc60259d826dedee67fdc5a416... |
{
"active_effects": [
"linear_motion"
],
"assignment_seed": 1729,
"blur": {
"angle_rad": 1.7523964062,
"boundary": "reflect",
"kernel_sha256": null,
"kind": "linear_motion",
"length_px_at_512": 15.2756496734,
"length_px_native": 26.851727941500002,
"radius_px_at_512": null,
"... | {
"path": "mvtec_ad/bottle/mvtec_ad__bottle__test__contamination__009.png",
"sha256": null
} | {
"clip_fraction_before_encoding": null,
"gradient_energy_ratio": null,
"psnr_srgb": null,
"ssim_srgb": null,
"technical_valid": null
} | mvtec_ad::bottle/test/contamination/009 | arad_compact_v1 | {
"benchmark_split": "development",
"category": "bottle",
"compat_id": "bottle/test/contamination/009",
"dataset": "mvtec_ad",
"dataset_version": "2019",
"defect_subtype": "contamination",
"exact_duplicate_ids": [],
"height": 900,
"identity_group": "ee3e214406dac4a5334c37423f86495f6f4440569a8b9c4b4d77... |
{
"active_effects": [
"isotropic_gaussian",
"downsample_restore",
"jpeg"
],
"assignment_seed": 1729,
"blur": {
"angle_rad": null,
"boundary": "reflect",
"kernel_sha256": null,
"kind": "isotropic_gaussian",
"length_px_at_512": null,
"length_px_native": null,
"radius_px_at_... | {
"path": "mvtec_ad/bottle/mvtec_ad__bottle__test__contamination__015.png",
"sha256": null
} | {
"clip_fraction_before_encoding": null,
"gradient_energy_ratio": null,
"psnr_srgb": null,
"ssim_srgb": null,
"technical_valid": null
} | mvtec_ad::bottle/test/contamination/015 | arad_compact_v1 | {
"benchmark_split": "development",
"category": "bottle",
"compat_id": "bottle/test/contamination/015",
"dataset": "mvtec_ad",
"dataset_version": "2019",
"defect_subtype": "contamination",
"exact_duplicate_ids": [],
"height": 900,
"identity_group": "1e8ba471a607de42e71890f010c0e7a620522f5c55abc8f64d52... |
{
"active_effects": [
"isotropic_gaussian",
"downsample_restore",
"jpeg"
],
"assignment_seed": 1729,
"blur": {
"angle_rad": null,
"boundary": "reflect",
"kernel_sha256": null,
"kind": "isotropic_gaussian",
"length_px_at_512": null,
"length_px_native": null,
"radius_px_at_... | {
"path": "mvtec_ad/bottle/mvtec_ad__bottle__test__contamination__020.png",
"sha256": null
} | {
"clip_fraction_before_encoding": null,
"gradient_energy_ratio": null,
"psnr_srgb": null,
"ssim_srgb": null,
"technical_valid": null
} | mvtec_ad::bottle/test/contamination/020 | arad_compact_v1 | {
"benchmark_split": "development",
"category": "bottle",
"compat_id": "bottle/test/contamination/020",
"dataset": "mvtec_ad",
"dataset_version": "2019",
"defect_subtype": "contamination",
"exact_duplicate_ids": [],
"height": 900,
"identity_group": "19dd90eb49a90512b56e9174da1fdd6e8a2ef40e590bfb8d76b1... |
{
"active_effects": [
"underexposure"
],
"assignment_seed": 1729,
"blur": {
"angle_rad": null,
"boundary": "reflect",
"kernel_sha256": null,
"kind": null,
"length_px_at_512": null,
"length_px_native": null,
"radius_px_at_512": null,
"radius_px_native": null,
"sigma_major_... | {
"path": "mvtec_ad/bottle/mvtec_ad__bottle__test__good__000.png",
"sha256": null
} | {
"clip_fraction_before_encoding": null,
"gradient_energy_ratio": null,
"psnr_srgb": null,
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