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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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in
unknown
__key__
string
__url__
string
[ 50, 10, 50, 32, 49, 10 ]
abc269_e/cases/001
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
[ 51, 10, 49, 32, 51, 10, 51, 32, 49, 10 ]
abc269_e/cases/002
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/003
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/004
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/005
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/006
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/007
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/008
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/009
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/010
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/011
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/012
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/013
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/014
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/015
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/016
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/017
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/018
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/019
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/020
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/021
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/022
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/023
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/024
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/025
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
[ 56, 53, 56, 10, 50, 51, 56, 32, 54, 49, 49, 10, 53, 51, 54, 32, 52, 52, 56, 10, 55, 55, 53, 32, 55, 51, 57, 10, 55, 57, 57, 32, 52, 48, 53, 10, 53, 56, 57, 32, 54, 55, 53, 10, 53, 50, 50, 32, 49, 56, 54, 10, 52, ...
abc269_e/cases/026
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
[ 54, 55, 49, 10, 49, 50, 55, 32, 53, 54, 54, 10, 53, 49, 56, 32, 53, 53, 10, 50, 57, 55, 32, 50, 53, 53, 10, 52, 51, 57, 32, 52, 53, 56, 10, 49, 52, 56, 32, 50, 52, 49, 10, 51, 53, 52, 32, 49, 50, 56, 10, 53, 52, ...
abc269_e/cases/027
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
[ 53, 54, 51, 10, 51, 50, 56, 32, 52, 49, 52, 10, 53, 49, 51, 32, 55, 55, 10, 50, 51, 54, 32, 51, 55, 55, 10, 53, 32, 57, 52, 10, 52, 48, 54, 32, 51, 56, 10, 49, 54, 54, 32, 52, 57, 52, 10, 52, 48, 53, 32, 51, 52, ...
abc269_e/cases/028
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
[ 49, 57, 10, 49, 51, 32, 49, 57, 10, 49, 48, 32, 51, 10, 57, 32, 52, 10, 49, 50, 32, 49, 10, 54, 32, 49, 54, 10, 55, 32, 49, 49, 10, 49, 49, 32, 57, 10, 49, 32, 49, 51, 10, 49, 53, 32, 49, 55, 10, 56, 32, 49, 56, ...
abc269_e/cases/029
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
[ 56, 48, 48, 10, 49, 50, 55, 32, 53, 50, 57, 10, 55, 55, 48, 32, 54, 52, 54, 10, 54, 32, 53, 54, 48, 10, 51, 55, 53, 32, 50, 52, 53, 10, 50, 53, 49, 32, 49, 49, 53, 10, 55, 54, 52, 32, 52, 51, 54, 10, 49, 55, 32, ...
abc269_e/cases/030
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/031
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/032
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/033
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/034
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/035
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
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abc269_e/cases/036
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
[ 54, 53, 54, 10, 57, 49, 32, 54, 48, 56, 10, 53, 52, 52, 32, 52, 57, 10, 57, 56, 32, 50, 51, 48, 10, 53, 51, 49, 32, 51, 54, 55, 10, 51, 48, 48, 32, 49, 55, 57, 10, 54, 48, 50, 32, 53, 52, 51, 10, 51, 52, 51, 32, ...
abc269_e/cases/037
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
[ 49, 49, 50, 10, 49, 49, 48, 32, 57, 49, 10, 54, 52, 32, 57, 51, 10, 52, 50, 32, 54, 48, 10, 50, 52, 32, 49, 48, 48, 10, 56, 52, 32, 50, 57, 10, 49, 32, 49, 56, 10, 54, 51, 32, 54, 51, 10, 49, 48, 53, 32, 52, 56, ...
abc269_e/cases/038
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
[ 53, 10, 51, 32, 49, 10, 53, 32, 51, 10, 50, 32, 50, 10, 52, 32, 52, 10 ]
abc269_e/cases/039
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
[ 55, 48, 54, 10, 50, 50, 48, 32, 49, 54, 52, 10, 53, 50, 54, 32, 49, 54, 53, 10, 57, 32, 50, 50, 52, 10, 51, 50, 49, 32, 52, 56, 53, 10, 53, 57, 49, 32, 53, 54, 48, 10, 50, 52, 51, 32, 53, 57, 52, 10, 53, 50, 32, ...
abc269_e/cases/040
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
[ 49, 54, 50, 10, 52, 48, 32, 49, 51, 55, 10, 57, 53, 32, 53, 55, 10, 49, 49, 55, 32, 49, 52, 48, 10, 52, 55, 32, 51, 50, 10, 49, 53, 53, 32, 49, 53, 49, 10, 55, 56, 32, 49, 49, 49, 10, 49, 51, 48, 32, 51, 54, 10, ...
abc269_e/cases/041
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
[ 53, 52, 10, 50, 51, 32, 49, 51, 10, 49, 53, 32, 49, 10, 49, 48, 32, 53, 48, 10, 52, 57, 32, 52, 49, 10, 52, 56, 32, 57, 10, 50, 57, 32, 53, 52, 10, 52, 32, 52, 10, 52, 50, 32, 49, 53, 10, 51, 56, 32, 50, 49, 10, ...
abc269_e/cases/042
hf://datasets/kmsgk/InteractBench@01f58767ed6b6aca92c98c9199af568324ba67a7/test_cases/interactbench-test-cases-0000.tar.zst
End of preview.

InteractBench Dataset

Dataset artifacts for InteractBench: Benchmarking LLMs on Competitive Programming under Unrevealed Information (ICML 2026).

Project page | Paper (OpenReview) | Code

InteractBench is a benchmark of 322 interactive competitive-programming problems curated from Codeforces, AtCoder, IOI, and ICPC. Each problem ships with an executable local interactor, so evaluation runs fully offline without external judge submission.

Files:

  • problems.jsonl: 298 standard interactive problems.
  • ioi.jsonl: 24 IOI-style problems.
  • test_cases/*.tar.zst: materialized problem test cases split into shards.
  • checksums.sha256: SHA-256 checksums for released files.

Use:

sha256sum -c checksums.sha256
mkdir -p data/problems
for f in test_cases/*.tar.zst; do
  tar --use-compress-program=unzstd -xf "$f" -C data/problems
done
python scripts/import_from_jsonl.py --type standard --input problems.jsonl --output-dir data/problems
python scripts/import_from_jsonl.py --type ioi --input ioi.jsonl --output-dir data/problems

License: MIT.

Citation

@inproceedings{li2026interactbench,
  title     = {InteractBench: Benchmarking {LLM}s on Competitive Programming under Unrevealed Information},
  author    = {Jiaze Li and Aocheng Shen and Bing Liu and Boyu Zhang and Xiaoxuan Fan and Qiankun Zhang and Xianjun Deng},
  booktitle = {Forty-third International Conference on Machine Learning},
  year      = {2026},
  url       = {https://openreview.net/forum?id=Y4T4w0Tj0l}
}
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