Near-Duplicate Code Detector
This cross-platform sample tool detects exact and near duplicates of code maintained by the Deep Program Understanding group in Microsoft Research, Cambridge, UK. It has been created for the purpose of deduplicating code corpora for research purposes.
Requirements: .NET Core 2.1 or higher. For parsing code, an appropriate runtime for each of the languages that needs to be tokenized is also required.
To run the near-duplicate detection run:
$ dotnet run /path/to/DuplicateCodeDetector.csproj [options] --dir=<folder> <output-file-prefix>
This will use all the .gz files in the <folder> and output an <output-file-prefix>.json with the groups of detected duplicates. Invoke --help for more options.
Input Data
The input data should be one or more .jsonl.gz files. These are compressed JSONL files where each line has a single JSON entry of the form
{
"filename": "unique identifier of file, such as a path or a unique id",
"tokens" : ["list", "of", "tokens", "in", "file"]
}
Alternative formats can be accepted by providing the --tokens-field and --id-fields options.
The tokenizers folder in this repository contains tokenizers for
C#,F#, Java, JavaScript and Python. Please, feel free to contribute tokenizers for other languages too.
Contributing
This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.microsoft.com.
When you submit a pull request, a CLA-bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., label, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.
This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact [email protected] with any additional questions or comments.