papers and tools related to coming

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thread to share paper links related to coming features, as well as tools

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FixMiner: Mining Relevant Fix Patterns for Automated Program Repair
http://arxiv.org/pdf/1810.01791

Ammonia: an approach for deriving project-specific bug patterns
http://link.springer.com/10.1007/s10664-020-09807-w

SemCluster - clustering of imperative programming assignments based on quantitative semantic features.
https://www.cs.purdue.edu/homes/roopsha/papers/semcluster_pldi2019.pdf

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Processing Large Datasets of Fined Grained Source Code Changes
https://arxiv.org/abs/1910.08908

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A highly parallel software repository mining framework by @staslev
https://github.com/staslev/CodeDistillery

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a commercial tool called CodeScene: https://empear.com/

[martinezmatias]

RepositoryMiner:
https://github.com/antoineBarbez/RepositoryMiner/

Used in paper: Deep Learning Anti-patterns from Code Metrics History
https://arxiv.org/pdf/1910.07658.pdf

[martinezmatias]

Commit analysis:

Commit guru: analytics and risk prediction of software commits: https://dl.acm.org/citation.cfm?id=2803183

https://github.com/CommitAnalyzingService/CAS_CodeRepoAnalyzer

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Commercial tool to measure and visualize the productivity and efficiency of software development teams based on Git activity:
https://gitential.com/

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An agile tool to analyze Git repositories by @jrfaller
https://github.com/jrfaller/diggit

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@ishepard's Python Framework to analyse Git repositories
https://github.com/ishepard/pydriller

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@UnkL4b's https://github.com/UnkL4b/GitMiner

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GAP: Forecasting Commit Activity in git Projects
https://www.sciencedirect.com/science/article/pii/S0164121220300546?dgcid=rss_sd_all

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Mining Version Control Systems and Issue Trackers with LibVCS4j.
https://ieeexplore.ieee.org/iel7/9040394/9054788/09054841.pdf

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Ultra-Large-Scale Repository Analysis via Graph Compression.
https://ieeexplore.ieee.org/iel7/9040394/9054788/09054827.pdf

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"Accurate and Efficient Refactoring Detection in Commit History" by @tsantalis et al
https://github.com/tsantalis/RefactoringMiner

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Paper: "Using Source Code Density to Improve the Accuracy of Automatic Commit Classification into Maintenance Activities" https://arxiv.org/pdf/2005.13904.pdf

Tool @MrShoenel's https://github.com/MrShoenel/git-density/

• Extracts 38 features "SHA1", "RepoPathOrUrl", "AuthorName", "CommitterName", "AuthorTime", "CommitterTime", "Message", "AuthorEmail", "CommitterEmail", "IsInitialCommit", "IsMergeCommit", "NumberOfParentCommits", "ParentCommitSHA1s", "MinutesSincePreviousCommit", "AuthorNominalLabel", "CommitterNominalLabel", "NumberOfFilesAdded", "NumberOfFilesAddedNet", "NumberOfLinesAddedByAddedFiles", "NumberOfLinesAddedByAddedFilesNet", "NumberOfFilesDeleted", "NumberOfFilesDeletedNet", "NumberOfLinesDeletedByDeletedFiles", "NumberOfLinesDeletedByDeletedFilesNet", "NumberOfFilesModified", "NumberOfFilesModifiedNet", "NumberOfFilesRenamed", "NumberOfFilesRenamedNet", "NumberOfLinesAddedByModifiedFiles", "NumberOfLinesAddedByModifiedFilesNet", "NumberOfLinesDeletedByModifiedFiles", "NumberOfLinesDeletedByModifiedFilesNet", "NumberOfLinesAddedByRenamedFiles", "NumberOfLinesAddedByRenamedFilesNet", "NumberOfLinesDeletedByRenamedFiles", "NumberOfLinesDeletedByRenamedFilesNet", "Density", "AffectedFilesRatioNet"

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https://github.com/devreplay/devreplay-pattern-generator
"Generate Source Code Change Patterns from git/Review History"

See example output in https://github.com/devreplay/devreplay-pattern-generator/tree/master/sample

[martinezmatias]

SmartSHARK:
https://smartshark.github.io/

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Graph Based Mining of Code Change Patterns from Version Control Commits (TSE 2020)
https://ieeexplore.ieee.org/document/9129812

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Querying distilled code changes to extract executable transformations (JSS 2019)
https://link.springer.com/content/pdf/10.1007/s10664-018-9644-3.pdf