def main():
try:
# read configuration
config = ... # type: Configuration
with open("config.yml", "r", encoding="utf-8-sig") as file:
content = file.read()
config = yaml.load(content, Loader=yaml.FullLoader)
# get repository reference
repo = getRepo(config)
# get args
token = sys.argv[1]
# delete existing alias file if present
if os.path.exists(config.aliasPath):
os.remove(config.aliasPath)
# extract aliases
extractAliases(
repo,
config.aliasPath,
config.repositoryShortname,
token,
config.aliasSimilarityMaxDistance,
)
finally:
# close repo to avoid resource leaks
del repo
def main(argv):
try:
# parse args
configFile = ""
pat = ""
try:
opts, args = getopt.getopt(argv, "hc:p:", ["help", "config=", "pat="])
except getopt.GetoptError:
print(
"ERROR: incorrect arguments!\nmain.py -c <config.yml> -p <GitHub PAT>"
)
sys.exit(2)
for opt, arg in opts:
if opt in ("-h", "--help"):
print("main.py -c <config.yml> -p <GitHub PAT>")
sys.exit()
elif opt in ("-c", "--config"):
configFile = arg
elif opt in ("-p", "--pat"):
pat = arg
# validate file
if not os.path.exists(configFile):
sys.exit("ERROR: configuration file not found")
# read configuration
config = ... # type: Configuration
with open(configFile, "r", encoding="utf-8-sig") as file:
content = file.read()
config = yaml.load(content, Loader=yaml.FullLoader)
# get repository reference
repo = getRepo(config)
# delete any existing output files for repo
if os.path.exists(config.analysisOutputPath):
shutil.rmtree(config.analysisOutputPath, False)
os.makedirs(config.analysisOutputPath)
# handle aliases
commits = list(replaceAliases(repo.iter_commits(), config.aliasPath))
# run analysis
tagAnalysis(repo, config.analysisOutputPath)
authorInfoDict = commitAnalysis(commits, config.analysisOutputPath)
centralityAnalysis(repo, commits, config.analysisOutputPath)
issueOrPrDevs = graphqlAnalysis(
pat, config.repositoryShortname, config.analysisOutputPath
)
devAnalysis(authorInfoDict, issueOrPrDevs, config.analysisOutputPath)
# open output directory
explore(config.analysisOutputPath)
finally:
# close repo to avoid resource leaks
if "repo" in locals():
del repo
def main():
try:
# read configuration
config = ... # type: Configuration
with open('config.yml', 'r', encoding='utf-8-sig') as file:
content = file.read()
config = yaml.load(content)
# get repository reference
repo = getRepo(config)
# delete any existing output files
if os.path.exists(config.analysisOutputPath):
shutil.rmtree(config.analysisOutputPath)
os.makedirs(config.analysisOutputPath)
# handle aliases
commits = list(replaceAliases(repo, config.aliasPath))
# run analysis
tagAnalysis(repo, config.analysisOutputPath)
commitAnalysis(commits, config.analysisOutputPath)
centralityAnalysis(repo, commits, config.analysisOutputPath)
finally:
# close repo to avoid resource leaks
del repo
def main():
try:
# parse args
config = parseAliasArgs(sys.argv)
# get repository reference
repo = getRepo(config)
# build path
aliasPath = os.path.join(config.repositoryPath, "aliases.yml")
# delete existing alias file if present
if os.path.exists(aliasPath):
os.remove(aliasPath)
# extract aliases
extractAliases(config, repo, aliasPath)
finally:
# close repo to avoid resource leaks
if "repo" in locals():
del repo
def main(argv):
try:
# validate running in venv
if not hasattr(sys, "prefix"):
raise Exception(
"The tool does not appear to be running in the virtual environment!\nSee README for activation."
)
# validate python version
if sys.version_info.major != 3 or sys.version_info.minor != 8:
raise Exception(
"Expected Python 3.8 as runtime but got {0}.{1}, the tool might not run as expected!\nSee README for stack requirements."
.format(
sys.version_info.major,
sys.version_info.minor,
sys.version_info.micro,
))
# validate installed modules
required = {
"wheel",
"networkx",
"pandas",
"matplotlib",
"gitpython",
"requests",
"pyyaml",
"progress",
"strsimpy",
"python-dateutil",
"sentistrength",
"joblib",
}
installed = {pkg for pkg in pkg_resources.working_set.by_key}
missing = required - installed
if len(missing) > 0:
raise Exception(
"Missing required modules: {0}.\nSee README for tool installation."
.format(missing))
# parse args
config = parseDevNetworkArgs(sys.argv)
# prepare folders
if os.path.exists(config.resultsPath):
remove_tree(config.resultsPath)
os.makedirs(config.metricsPath)
# get repository reference
repo = getRepo(config)
# setup sentiment analysis
senti = sentistrength.PySentiStr()
sentiJarPath = os.path.join(config.sentiStrengthPath,
"SentiStrength.jar").replace("\\", "/")
senti.setSentiStrengthPath(sentiJarPath)
sentiDataPath = os.path.join(config.sentiStrengthPath,
"SentiStrength_Data").replace("\\",
"/") + "/"
senti.setSentiStrengthLanguageFolderPath(sentiDataPath)
# prepare batch delta
delta = relativedelta(months=+config.batchMonths)
# handle aliases
commits = list(replaceAliases(repo.iter_commits(), config))
# run analysis
batchDates, authorInfoDict, daysActive = commitAnalysis(
senti, commits, delta, config)
tagAnalysis(repo, delta, batchDates, daysActive, config)
coreDevs = centrality.centralityAnalysis(commits, delta, batchDates,
config)
releaseAnalysis(commits, config, delta, batchDates)
prParticipantBatches, prCommentBatches = prAnalysis(
config,
senti,
delta,
batchDates,
)
issueParticipantBatches, issueCommentBatches = issueAnalysis(
config,
senti,
delta,
batchDates,
)
politenessAnalysis(config, prCommentBatches, issueCommentBatches)
for batchIdx, batchDate in enumerate(batchDates):
# get combined author lists
combinedAuthorsInBatch = (prParticipantBatches[batchIdx] +
issueParticipantBatches[batchIdx])
# build combined network
centrality.buildGraphQlNetwork(
batchIdx,
combinedAuthorsInBatch,
"issuesAndPRsCentrality",
config,
)
# get combined unique authors for both PRs and issues
uniqueAuthorsInPrBatch = set(
author for pr in prParticipantBatches[batchIdx]
for author in pr)
uniqueAuthorsInIssueBatch = set(
author for pr in issueParticipantBatches[batchIdx]
for author in pr)
uniqueAuthorsInBatch = uniqueAuthorsInPrBatch.union(
uniqueAuthorsInIssueBatch)
# get batch core team
batchCoreDevs = coreDevs[batchIdx]
# run dev analysis
devAnalysis(
authorInfoDict,
batchIdx,
uniqueAuthorsInBatch,
batchCoreDevs,
config,
)
# run smell detection
smellDetection(config, batchIdx)
finally:
# close repo to avoid resource leaks
if "repo" in locals():
del repo