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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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jsonl
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__key__
string
__url__
string
[ 123, 34, 101, 118, 101, 110, 116, 34, 58, 32, 34, 109, 111, 100, 101, 108, 34, 44, 32, 34, 115, 116, 101, 112, 34, 58, 32, 49, 44, 32, 34, 112, 114, 111, 116, 111, 99, 111, 108, 34, 58, 32, 34, 100, 97, 116, 97, 109, 105...
dabstep/datamind_7b/controlled_local_a800_dabench_dabstep_v2_seed42/dabench/items/0/trace
hf://datasets/noel7Y/data-agent-benchmarks@fb83e09ee2a30305169225a02660f4b06c7f93bf/baseline_trajectory/dabstep.tar.zst
[ 123, 34, 101, 118, 101, 110, 116, 34, 58, 32, 34, 109, 111, 100, 101, 108, 34, 44, 32, 34, 115, 116, 101, 112, 34, 58, 32, 49, 44, 32, 34, 112, 114, 111, 116, 111, 99, 111, 108, 34, 58, 32, 34, 100, 97, 116, 97, 109, 105...
dabstep/datamind_7b/controlled_local_a800_dabench_dabstep_v2_seed42/dabench/items/10/trace
hf://datasets/noel7Y/data-agent-benchmarks@fb83e09ee2a30305169225a02660f4b06c7f93bf/baseline_trajectory/dabstep.tar.zst
[ 123, 34, 101, 118, 101, 110, 116, 34, 58, 32, 34, 109, 111, 100, 101, 108, 34, 44, 32, 34, 115, 116, 101, 112, 34, 58, 32, 49, 44, 32, 34, 112, 114, 111, 116, 111, 99, 111, 108, 34, 58, 32, 34, 100, 97, 116, 97, 109, 105...
dabstep/datamind_7b/controlled_local_a800_dabench_dabstep_v2_seed42/dabench/items/105/trace
hf://datasets/noel7Y/data-agent-benchmarks@fb83e09ee2a30305169225a02660f4b06c7f93bf/baseline_trajectory/dabstep.tar.zst
[ 123, 34, 101, 118, 101, 110, 116, 34, 58, 32, 34, 109, 111, 100, 101, 108, 34, 44, 32, 34, 115, 116, 101, 112, 34, 58, 32, 49, 44, 32, 34, 112, 114, 111, 116, 111, 99, 111, 108, 34, 58, 32, 34, 100, 97, 116, 97, 109, 105...
dabstep/datamind_7b/controlled_local_a800_dabench_dabstep_v2_seed42/dabench/items/108/trace
hf://datasets/noel7Y/data-agent-benchmarks@fb83e09ee2a30305169225a02660f4b06c7f93bf/baseline_trajectory/dabstep.tar.zst
[ 123, 34, 101, 118, 101, 110, 116, 34, 58, 32, 34, 109, 111, 100, 101, 108, 34, 44, 32, 34, 115, 116, 101, 112, 34, 58, 32, 49, 44, 32, 34, 112, 114, 111, 116, 111, 99, 111, 108, 34, 58, 32, 34, 100, 97, 116, 97, 109, 105...
dabstep/datamind_7b/controlled_local_a800_dabench_dabstep_v2_seed42/dabench/items/109/trace
hf://datasets/noel7Y/data-agent-benchmarks@fb83e09ee2a30305169225a02660f4b06c7f93bf/baseline_trajectory/dabstep.tar.zst
[ 123, 34, 101, 118, 101, 110, 116, 34, 58, 32, 34, 109, 111, 100, 101, 108, 34, 44, 32, 34, 115, 116, 101, 112, 34, 58, 32, 49, 44, 32, 34, 112, 114, 111, 116, 111, 99, 111, 108, 34, 58, 32, 34, 100, 97, 116, 97, 109, 105...
dabstep/datamind_7b/controlled_local_a800_dabench_dabstep_v2_seed42/dabench/items/11/trace
hf://datasets/noel7Y/data-agent-benchmarks@fb83e09ee2a30305169225a02660f4b06c7f93bf/baseline_trajectory/dabstep.tar.zst
[ 123, 34, 101, 118, 101, 110, 116, 34, 58, 32, 34, 109, 111, 100, 101, 108, 34, 44, 32, 34, 115, 116, 101, 112, 34, 58, 32, 49, 44, 32, 34, 112, 114, 111, 116, 111, 99, 111, 108, 34, 58, 32, 34, 100, 97, 116, 97, 109, 105...
dabstep/datamind_7b/controlled_local_a800_dabench_dabstep_v2_seed42/dabench/items/111/trace
hf://datasets/noel7Y/data-agent-benchmarks@fb83e09ee2a30305169225a02660f4b06c7f93bf/baseline_trajectory/dabstep.tar.zst
[ 123, 34, 101, 118, 101, 110, 116, 34, 58, 32, 34, 109, 111, 100, 101, 108, 34, 44, 32, 34, 115, 116, 101, 112, 34, 58, 32, 49, 44, 32, 34, 112, 114, 111, 116, 111, 99, 111, 108, 34, 58, 32, 34, 100, 97, 116, 97, 109, 105...
dabstep/datamind_7b/controlled_local_a800_dabench_dabstep_v2_seed42/dabench/items/114/trace
hf://datasets/noel7Y/data-agent-benchmarks@fb83e09ee2a30305169225a02660f4b06c7f93bf/baseline_trajectory/dabstep.tar.zst
[ 123, 34, 101, 118, 101, 110, 116, 34, 58, 32, 34, 109, 111, 100, 101, 108, 34, 44, 32, 34, 115, 116, 101, 112, 34, 58, 32, 49, 44, 32, 34, 112, 114, 111, 116, 111, 99, 111, 108, 34, 58, 32, 34, 100, 97, 116, 97, 109, 105...
dabstep/datamind_7b/controlled_local_a800_dabench_dabstep_v2_seed42/dabench/items/116/trace
hf://datasets/noel7Y/data-agent-benchmarks@fb83e09ee2a30305169225a02660f4b06c7f93bf/baseline_trajectory/dabstep.tar.zst
[ 123, 34, 101, 118, 101, 110, 116, 34, 58, 32, 34, 109, 111, 100, 101, 108, 34, 44, 32, 34, 115, 116, 101, 112, 34, 58, 32, 49, 44, 32, 34, 112, 114, 111, 116, 111, 99, 111, 108, 34, 58, 32, 34, 100, 97, 116, 97, 109, 105...
dabstep/datamind_7b/controlled_local_a800_dabench_dabstep_v2_seed42/dabench/items/117/trace
hf://datasets/noel7Y/data-agent-benchmarks@fb83e09ee2a30305169225a02660f4b06c7f93bf/baseline_trajectory/dabstep.tar.zst
[ 123, 34, 101, 118, 101, 110, 116, 34, 58, 32, 34, 109, 111, 100, 101, 108, 34, 44, 32, 34, 115, 116, 101, 112, 34, 58, 32, 49, 44, 32, 34, 112, 114, 111, 116, 111, 99, 111, 108, 34, 58, 32, 34, 100, 97, 116, 97, 109, 105...
dabstep/datamind_7b/controlled_local_a800_dabench_dabstep_v2_seed42/dabench/items/118/trace
hf://datasets/noel7Y/data-agent-benchmarks@fb83e09ee2a30305169225a02660f4b06c7f93bf/baseline_trajectory/dabstep.tar.zst
[ 123, 34, 101, 118, 101, 110, 116, 34, 58, 32, 34, 109, 111, 100, 101, 108, 34, 44, 32, 34, 115, 116, 101, 112, 34, 58, 32, 49, 44, 32, 34, 112, 114, 111, 116, 111, 99, 111, 108, 34, 58, 32, 34, 100, 97, 116, 97, 109, 105...
dabstep/datamind_7b/controlled_local_a800_dabench_dabstep_v2_seed42/dabench/items/123/trace
hf://datasets/noel7Y/data-agent-benchmarks@fb83e09ee2a30305169225a02660f4b06c7f93bf/baseline_trajectory/dabstep.tar.zst
End of preview.

LongHorizon Full Data-Agent Benchmarks

Companion data artifacts for five complete evaluation tracks:

  • DataSciBench full55 / 167 metric entries
  • DABStep full450
  • DABStep-Research full100
  • DSBench Modeling full74
  • LongDS full68 / 2,225 turns

The companion GitHub repository contains processed manifests, evaluation code, historical API ReAct baseline code, download/preparation tools, and the frozen source lock. artifact_manifest.json records every uploaded object's size, SHA-256, installation path, and archive contents.

DataSciBench runtime trees and DSBench extracted directories are intentionally not duplicated here. They are reconstructed from the compact source artifacts. DABStep leaderboard submission history is excluded; all 450 task definitions and all seven context files are included. LongDS is split by dataset family so downloads can resume without a monolithic 19 GB archive.

The DABStep project metric uses six official public-dev references and 444 DataCOPE Genesis proxy references. It is not an official hidden-leaderboard full-test score.

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