COmmit CLUstering and REpository MIning for Git
Project description
CoCluReMiG - COmmit CLUstering and REpository MIning for Git
A simple to use library for mining git repositories.
Usage
Commit graph
import cocluremig.utils.gitutils as gitutils
#get git repository (saved by default to tempdir)
repo = gitutils.get_repo("https://github.com/mmonschau/cocluremig")
#get commit_graph
(edges, commits) = gitutils.get_edge_list(repo)
Pre-Defined Commit Metric
import cocluremig.utils.gitutils as gitutils
import cocluremig.analyzer.commit.analyzers as c_analyzers
repo = gitutils.get_repo("https://github.com/mmonschau/cocluremig")
file_type_analyzer = c_analyzers.get_file_number_per_extension_analyzer(repo)
for c in c_analyzers.get_all_commits(repo):
c_analyzers.get_basic_commit_data(c)
# sha, date_committed, date_authored, signed, author_name, author_mail, committer_name, committer_mail
file_type_analyzer.apply_metric(c)
# {'py':26,'md':1,'toml':1,'cfg':1}
Own Commit Metric
import cocluremig.utils.gitutils as gitutils
import cocluremig.analyzer.commit
import cocluremig.analyzer.commit.analyzers
import cocluremig.analyzer.commit.base_analyzer
import cocluremig.analyzer.commit.blob_inspectors
repo = gitutils.get_repo("https://github.com/mmonschau/cocluremig")
def get_tokens(blob):
text = cocluremig.analyzer.commit.blob_inspectors.get_text_representation(blob)
# import git ...
tokens = set(text.split())
return tokens
analyzer = cocluremig.analyzer.base_analyzer.RepoFileMetricAnalyzer(repo,get_tokens,lambda x,y : x.union(y), set() )
for c in cocluremig.analyzer.get_all_commits(repo):
analyzer.apply_metric(c)
# {if, is, for, in, ...}
Other exmaples
see samples-folder
LICENSE
GPLv3+
I decided to use GPL because it is really annoying for reproduction if researchers just publish some random pseudocode in a paper. This enforces further development on this library to be public.
Project details
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