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@@ -545,6 +545,6 @@ The metrics-related fields are:
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  \*\* Using GPT-4 tokenizer via ticktoken.
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  ### Repositories data
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- The compressed repositories provided in section [repo](https://huggingface.co/datasets/JetBrains-Research/lca-bug-localization/tree/main/repos) separately from data point to provide access to the various stages of repository, saving its initial structure, as well as to reuse one's content for different data point connected to the same repository.
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  To extract the required information from repositories, each zip file should be unarchived. Afterwords, we recommend to use [GitPython](https://github.com/gitpython-developers/GitPython) or [PyDriller](https://github.com/ishepard/pydriller) python library to navigate thought repository history and extract one's content on required commit or calculate diff.
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  Most of the required utility methods are provided in our repository in [`git_utils.py`](https://github.com/JetBrains-Research/lca-baselines/blob/main/bug_localization/src/utils/git_utils.py), so you may reuse them to access required repository data.
 
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  \*\* Using GPT-4 tokenizer via ticktoken.
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  ### Repositories data
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+ The compressed repositories provided in section [repos](https://huggingface.co/datasets/JetBrains-Research/lca-bug-localization/tree/main/repos) separately from data point to provide access to the various stages of repository, saving its initial structure, as well as to reuse one's content for different data point connected to the same repository.
549
  To extract the required information from repositories, each zip file should be unarchived. Afterwords, we recommend to use [GitPython](https://github.com/gitpython-developers/GitPython) or [PyDriller](https://github.com/ishepard/pydriller) python library to navigate thought repository history and extract one's content on required commit or calculate diff.
550
  Most of the required utility methods are provided in our repository in [`git_utils.py`](https://github.com/JetBrains-Research/lca-baselines/blob/main/bug_localization/src/utils/git_utils.py), so you may reuse them to access required repository data.