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gailin-p/jl-data

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ght-pipeline

Collection of utilities for analyzing large code repositories.

This is work in progress and is not really user friendly - notably arguments are usually hardcoded. See respective main functions for details.

Build instructions

The project uses cmake, so when you clone it, you can do something like this:

mkdir build
cd build
cmake ..
make

You can now run the respective tools, i.e.:

./cleaner
./downloader

Cleaner

Takes the projects.csv from GHTorrent and selects only projects that are specified by given language, are not reported as deleted and are not forks. The output of cleaner is a list of git urls for projects to be downloaded.

TODO for the download, we might want forks - they may still contain new interesting content.

Downloader

Downloader takes the input list of projects produced by cleaner and downloads the projects one by one. For each project, searches for all files in all branches and all revisions which conform to a given white- and black- lists.

Downloader Output

Args are hardcoded, see downloader/downloader.cpp for more details. Note there is 10k project limit and 8 threads running in parallel now.

In the projects folder, for each project creates files.csv which contains all versions of all files it has found. Each file version has its name, branch, commit, date and content index. The branches.csv contains for each branch the downloader has observed the revision at which it was checked and list of present files (ids to the files.csv table).

In the stats folder, in projects.csv information about each project is stored. The contents.csv file contains mapping from file contents hash to its id. The runs.csv file contains information about downloader runs in the current output directory.

This is in preparation for the incremental runs.

File Hierarchy

To avoid large numbers of files or directories in the same directory which might slow down the system, the settings.h file defines max number of files per directory. When this number is exceeded, a subdirectory is created. Function to convert id to path is provided for convenience.

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Julia projects pulled from github to perform analysis

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