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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 1520, 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 130, 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 34, 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 1382, 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 1560, 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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hdf5
unknown
__key__
string
__url__
string
[ 137, 72, 68, 70, 13, 10, 26, 10, 0, 0, 0, 0, 0, 8, 8, 0, 4, 0, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 192, 193, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255,...
dataset_track1/data/fixed_scene_task/episode1
hf://datasets/WorldArena/WorldArena2.0@e94373fe4cc4bf26342e40fef2721b44563103f9/dataset_track1.tar.gz
[ 137, 72, 68, 70, 13, 10, 26, 10, 0, 0, 0, 0, 0, 8, 8, 0, 4, 0, 16, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, 255, 24, 3, 1, 0, 0, 0, 0, 0, 255, 255, 255, 255, 255, 255, 255, ...
dataset_track1/data/fixed_scene_task/episode10
hf://datasets/WorldArena/WorldArena2.0@e94373fe4cc4bf26342e40fef2721b44563103f9/dataset_track1.tar.gz
"iUhERg0KGgoAAAAAAAgIAAQAEAAAAAAAAAAAAAAAAAD//////////8CoAAAAAAAA//////////8AAAAAAAAAAGAAAAAAAAAAAQA(...TRUNCATED)
dataset_track1/data/fixed_scene_task/episode100
"hf://datasets/WorldArena/WorldArena2.0@e94373fe4cc4bf26342e40fef2721b44563103f9/dataset_track1.tar.(...TRUNCATED)
"iUhERg0KGgoAAAAAAAgIAAQAEAAAAAAAAAAAAAAAAAD//////////+DLAQAAAAAA//////////8AAAAAAAAAAGAAAAAAAAAAAQA(...TRUNCATED)
dataset_track1/data/fixed_scene_task/episode1000
"hf://datasets/WorldArena/WorldArena2.0@e94373fe4cc4bf26342e40fef2721b44563103f9/dataset_track1.tar.(...TRUNCATED)
"iUhERg0KGgoAAAAAAAgIAAQAEAAAAAAAAAAAAAAAAAD//////////yDJAQAAAAAA//////////8AAAAAAAAAAGAAAAAAAAAAAQA(...TRUNCATED)
dataset_track1/data/fixed_scene_task/episode101
"hf://datasets/WorldArena/WorldArena2.0@e94373fe4cc4bf26342e40fef2721b44563103f9/dataset_track1.tar.(...TRUNCATED)
"iUhERg0KGgoAAAAAAAgIAAQAEAAAAAAAAAAAAAAAAAD//////////wD3AAAAAAAA//////////8AAAAAAAAAAGAAAAAAAAAAAQA(...TRUNCATED)
dataset_track1/data/fixed_scene_task/episode102
"hf://datasets/WorldArena/WorldArena2.0@e94373fe4cc4bf26342e40fef2721b44563103f9/dataset_track1.tar.(...TRUNCATED)
"iUhERg0KGgoAAAAAAAgIAAQAEAAAAAAAAAAAAAAAAAD//////////8CxAQAAAAAA//////////8AAAAAAAAAAGAAAAAAAAAAAQA(...TRUNCATED)
dataset_track1/data/fixed_scene_task/episode103
"hf://datasets/WorldArena/WorldArena2.0@e94373fe4cc4bf26342e40fef2721b44563103f9/dataset_track1.tar.(...TRUNCATED)
"iUhERg0KGgoAAAAAAAgIAAQAEAAAAAAAAAAAAAAAAAD//////////yDJAQAAAAAA//////////8AAAAAAAAAAGAAAAAAAAAAAQA(...TRUNCATED)
dataset_track1/data/fixed_scene_task/episode104
"hf://datasets/WorldArena/WorldArena2.0@e94373fe4cc4bf26342e40fef2721b44563103f9/dataset_track1.tar.(...TRUNCATED)
"iUhERg0KGgoAAAAAAAgIAAQAEAAAAAAAAAAAAAAAAAD//////////8DHAQAAAAAA//////////8AAAAAAAAAAGAAAAAAAAAAAQA(...TRUNCATED)
dataset_track1/data/fixed_scene_task/episode105
"hf://datasets/WorldArena/WorldArena2.0@e94373fe4cc4bf26342e40fef2721b44563103f9/dataset_track1.tar.(...TRUNCATED)
"iUhERg0KGgoAAAAAAAgIAAQAEAAAAAAAAAAAAAAAAAD//////////8DHAQAAAAAA//////////8AAAAAAAAAAGAAAAAAAAAAAQA(...TRUNCATED)
dataset_track1/data/fixed_scene_task/episode106
"hf://datasets/WorldArena/WorldArena2.0@e94373fe4cc4bf26342e40fef2721b44563103f9/dataset_track1.tar.(...TRUNCATED)
End of preview.

RoboTwin Embodied Video Generation Dataset for WorldArena2.0

This dataset is designed for embodied video generation and evaluation across two main leaderboards and an interactive arena of WorldArena2.0.

0) Dataset Overview

  • Leaderboard (test_dataset): Evaluation set for Leaderboard.Extract the directory from test_dataset.tar.gz

Final evaluation results will be synchronized to Leaderboard and Arena(optional) respectively.


1) Folder Structure & Modalities

For any episode key (for example episodeK), the following four files are one-to-one aligned and must be used together:

  1. data/.../episodeK.hdf5

    • Main action sequence container.
    • Contains joint action, end-effector pose.
  2. instructions/.../episodeK.json

    • Language prompt.
    • Contains one field: instruction.
    • use instruction to generate a video dataset named {model_name}_test from test_dataset.
  3. first_frame/.../episodeK.jpg

    • Initial visual condition frame.
    • Use this as the first frame when doing generation.

2) Quick Start for Inference

To generate a future video for episodeK:

  1. Initial Condition: Use first_frame/.../episodeK.png.
  2. Text-driven: Extract instruction from instructions/.../episodeK.jsonand use these as prompt along with the corresponding first_frame to inference.
  3. Action-driven: Use data/.../episodeK.hdf5 as action/trajectory along with the corresponding first_frame to inference.

Requirement: Models should take the first_frame and instruction/action as input to generate a video set containing 1000(test) videos corresponding to first_frame, contains 1000(test) videos.


3) Technical Specifications

Our data is sampled and processed from the RoboTwin 2.0 dataset. For detailed technical specifications, HDF5 structure, and coordinate systems, please refer to the official documentation: https://robotwin-platform.github.io/


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