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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      int() argument must be a string, a bytes-like object or a real number, not 'NoneType'
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1531, in _prepare_split_single
                  for key, record 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/webdataset/webdataset.py", line 127, in _generate_examples
                  for example_idx, example in enumerate(self._get_pipeline_from_tar(tar_path, tar_iterator)):
                                              ~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 32, in _get_pipeline_from_tar
                  for filename, f in tar_iterator:
                                     ^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/track.py", line 49, in __iter__
                  for x in self.generator(*self.args):
                           ~~~~~~~~~~~~~~^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 1405, in _iter_from_urlpath
                  with xopen(urlpath, "rb", download_config=download_config, block_size=0) as f:
                       ~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 982, in xopen
                  file_obj = fs.open(paths[0], mode)
                File "<string>", line 3, in open
                File "/usr/local/lib/python3.14/unittest/mock.py", line 1176, in __call__
                  return self._mock_call(*args, **kwargs)
                         ~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/unittest/mock.py", line 1180, in _mock_call
                  return self._execute_mock_call(*args, **kwargs)
                         ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/unittest/mock.py", line 1247, in _execute_mock_call
                  result = effect(*args, **kwargs)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 786, in wrapped
                  tracker.files[urlpath] = {"read": 0, "size": int(f.size)}
                                                               ~~~^^^^^^^^
              TypeError: int() argument must be a string, a bytes-like object or a real number, not 'NoneType'
              
              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 1393, 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 1571, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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pkl
unknown
__key__
string
__url__
string
[ 128, 4, 149, 9, 8, 0, 0, 0, 0, 0, 0, 125, 148, 40, 140, 6, 102, 114, 97, 109, 101, 115, 148, 125, 148, 40, 140, 12, 97, 110, 99, 104, 111, 114, 95, 116, 111, 114, 115, 111, 148, 40, 140, 22, 110, 117, 109, 112, 121, 46...
par_test3/agent_d1/415c745ce5134ce98e99046583055952/ckpt/init
hf://datasets/AuroraRyan2/Pxform-benchmark-data@51d79d186a2acbba17f8a2f5293cfbda876d7e50/chains/par_test3_agent_d1.tar
"gASVCwEAAAAAAAB9lCiMBnBpZWNlc5R9lCiMDGFuY2hvcl90b3Jzb5SMDHRyaW1lc2guYmFzZZSMB1RyaW1lc2iUk5QpgZR9lCi(...TRUNCATED)
par_test3/agent_d1/415c745ce5134ce98e99046583055952/ckpt/turn01
"hf://datasets/AuroraRyan2/Pxform-benchmark-data@51d79d186a2acbba17f8a2f5293cfbda876d7e50/chains/par(...TRUNCATED)
"gASVCwEAAAAAAAB9lCiMBnBpZWNlc5R9lCiMDGFuY2hvcl90b3Jzb5SMDHRyaW1lc2guYmFzZZSMB1RyaW1lc2iUk5QpgZR9lCi(...TRUNCATED)
par_test3/agent_d1/415c745ce5134ce98e99046583055952/ckpt/turn02
"hf://datasets/AuroraRyan2/Pxform-benchmark-data@51d79d186a2acbba17f8a2f5293cfbda876d7e50/chains/par(...TRUNCATED)
"gASVCwEAAAAAAAB9lCiMBnBpZWNlc5R9lCiMDGFuY2hvcl90b3Jzb5SMDHRyaW1lc2guYmFzZZSMB1RyaW1lc2iUk5QpgZR9lCi(...TRUNCATED)
par_test3/agent_d1/415c745ce5134ce98e99046583055952/ckpt/turn03
"hf://datasets/AuroraRyan2/Pxform-benchmark-data@51d79d186a2acbba17f8a2f5293cfbda876d7e50/chains/par(...TRUNCATED)
"gASVCwEAAAAAAAB9lCiMBnBpZWNlc5R9lCiMDGFuY2hvcl90b3Jzb5SMDHRyaW1lc2guYmFzZZSMB1RyaW1lc2iUk5QpgZR9lCi(...TRUNCATED)
par_test3/agent_d1/415c745ce5134ce98e99046583055952/ckpt/turn04
"hf://datasets/AuroraRyan2/Pxform-benchmark-data@51d79d186a2acbba17f8a2f5293cfbda876d7e50/chains/par(...TRUNCATED)
"gASVCwEAAAAAAAB9lCiMBnBpZWNlc5R9lCiMDGFuY2hvcl90b3Jzb5SMDHRyaW1lc2guYmFzZZSMB1RyaW1lc2iUk5QpgZR9lCi(...TRUNCATED)
par_test3/agent_d1/415c745ce5134ce98e99046583055952/ckpt/turn05
"hf://datasets/AuroraRyan2/Pxform-benchmark-data@51d79d186a2acbba17f8a2f5293cfbda876d7e50/chains/par(...TRUNCATED)
"gASVCwEAAAAAAAB9lCiMBnBpZWNlc5R9lCiMDGFuY2hvcl90b3Jzb5SMDHRyaW1lc2guYmFzZZSMB1RyaW1lc2iUk5QpgZR9lCi(...TRUNCATED)
par_test3/agent_d1/415c745ce5134ce98e99046583055952/ckpt/turn06
"hf://datasets/AuroraRyan2/Pxform-benchmark-data@51d79d186a2acbba17f8a2f5293cfbda876d7e50/chains/par(...TRUNCATED)
"gASVCwEAAAAAAAB9lCiMBnBpZWNlc5R9lCiMDGFuY2hvcl90b3Jzb5SMDHRyaW1lc2guYmFzZZSMB1RyaW1lc2iUk5QpgZR9lCi(...TRUNCATED)
par_test3/agent_d1/415c745ce5134ce98e99046583055952/ckpt/turn07
"hf://datasets/AuroraRyan2/Pxform-benchmark-data@51d79d186a2acbba17f8a2f5293cfbda876d7e50/chains/par(...TRUNCATED)
"gASVCwEAAAAAAAB9lCiMBnBpZWNlc5R9lCiMDGFuY2hvcl90b3Jzb5SMDHRyaW1lc2guYmFzZZSMB1RyaW1lc2iUk5QpgZR9lCi(...TRUNCATED)
par_test3/agent_d1/415c745ce5134ce98e99046583055952/ckpt/turn08
"hf://datasets/AuroraRyan2/Pxform-benchmark-data@51d79d186a2acbba17f8a2f5293cfbda876d7e50/chains/par(...TRUNCATED)
"gASVCwEAAAAAAAB9lCiMBnBpZWNlc5R9lCiMDGFuY2hvcl90b3Jzb5SMDHRyaW1lc2guYmFzZZSMB1RyaW1lc2iUk5QpgZR9lCi(...TRUNCATED)
par_test3/agent_d1/415c745ce5134ce98e99046583055952/ckpt/turn09
"hf://datasets/AuroraRyan2/Pxform-benchmark-data@51d79d186a2acbba17f8a2f5293cfbda876d7e50/chains/par(...TRUNCATED)
End of preview.

Pxform benchmark — self-produced data

Companion data for the private repo AuroraRyan0301/Pxform_test (3D long-chain editing benchmark). This repo carries ONLY what we produced ourselves — nothing here is downloadable upstream. Raw assets are NOT included: get PartVerse-XL from dscdyc/partversexl (82 files; extract textured_part_glbs + normalized_glbs into pv_textured/, anno_infos.tar.gz into partverse_anno/).

Layout

path size what
qwen3/captions_qwen3.json 269M Full Qwen3-VL-32B re-annotation, raw per-object merge (37,348 objects)
qwen3/text_captions_qwen3.json 244M Part captions in PartVerse text_captions.json format — the file captions_path() resolves to
qwen3/objects_qwen3.json 26M Object-level captions (new in Qwen3 pass; Qwen2.5 had none)
embed_db/lib_vecs.npy + lib_meta.json 566M MiniLM-L6-v2 retrieval library over 291,813 Qwen3 part captions. Regenerable from captions, but bit-exact chain reproduction needs THIS copy
embed_db/lib_*_qwen25.* 100M Qwen2.5-era library (for the embedding-vs-pool comparison)
embed_db/obj_vecs.npy + obj_meta.json 53M Object-level vectors
embed_db/query_vecs.npz 0.6M Cached slot-query vectors
registry/registry_misc.tar ~5M slot_registry.json (human-verified slot groupings — NOT regenerable), pools' group jsons, chain configs, par_test3 STATUS reports
annot_full_light/annot_light_p{0..3}.tar ~3G Per-object select.json (visibility gate input for auto_slots), captions.json, face_ids.npy — extract into annot_full/
chains/par_test3_agent_d{1..5}.tar 30G Batch-2 replacement chains: per-turn glb + 4-view renders + closeups + checkpoints + place reports. This IS the benchmark ground truth so far
annot_full_renders/annot_renders_p{0..f}.tar ~88G OPTIONAL. Multi-view renders used for VLM annotation (obj/ + p*/ per object). Only needed to re-annotate or audit; regenerating costs ~103 GPU-hours

Extract all tars from the dataset root (paths inside are annot_full/..., par_test3/..., etc.). See REPRODUCE.md for the from-zero setup checklist.

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