Dataset creation for backout commits #4159
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suhaibmujahid
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suhaibmujahid
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Thank you, @benjaminmah! Please see my comments. Also, please fix the linting errors (you may want to consider installing pre-commit1).
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scripts/backout_data_collection.py
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| def main(): | ||
| download_databases() | ||
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| commit_dict, bug_to_commit_dict, bug_dict = preprocess_commits_and_bugs() |
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We may want to consider the space complexity when iterating over the whole dataset.
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Removed unused keys when constructing the dictionaries and implemented a cache to use generated dictionaries from previous instances of running the code via saving them as JSON files. Let me know if this needs additional changes/fixes!
…gzilla.get_bugs`, removed a few tqdm lines
… found, and number of commits with multiple non backed out commits following it
… out commits is <= 2
…he dataset, separated by filename and split into `added_lines` and `removed_line`.
…he fix commit to extract the exact fix.
…t 2 years. Added batch file writing to reduce memory load.
…iff from fix commit
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Example diffs extracted: |
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Script to generate dataset of bug-inducing commits, backout commits, and the subsequent fix commit.
Intended to include:
pushdate,desc).