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don't import numpy in pickleutil until it is used...
don't import numpy in pickleutil until it is used can affect startup time, memory usage, etc. as seen in #4199

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github_stats.py
194 lines | 6.8 KiB | text/x-python | PythonLexer
#!/usr/bin/env python
"""Simple tools to query github.com and gather stats about issues.
"""
#-----------------------------------------------------------------------------
# Imports
#-----------------------------------------------------------------------------
from __future__ import print_function
import json
import re
import sys
from datetime import datetime, timedelta
from subprocess import check_output
from gh_api import get_paged_request, make_auth_header, get_pull_request, is_pull_request
#-----------------------------------------------------------------------------
# Globals
#-----------------------------------------------------------------------------
ISO8601 = "%Y-%m-%dT%H:%M:%SZ"
PER_PAGE = 100
#-----------------------------------------------------------------------------
# Functions
#-----------------------------------------------------------------------------
def get_issues(project="ipython/ipython", state="closed", pulls=False):
"""Get a list of the issues from the Github API."""
which = 'pulls' if pulls else 'issues'
url = "https://api.github.com/repos/%s/%s?state=%s&per_page=%i" % (project, which, state, PER_PAGE)
return get_paged_request(url, headers=make_auth_header())
def round_hour(dt):
return dt.replace(minute=0,second=0,microsecond=0)
def _parse_datetime(s):
"""Parse dates in the format returned by the Github API."""
if s:
return datetime.strptime(s, ISO8601)
else:
return datetime.fromtimestamp(0)
def issues2dict(issues):
"""Convert a list of issues to a dict, keyed by issue number."""
idict = {}
for i in issues:
idict[i['number']] = i
return idict
def split_pulls(all_issues, project="ipython/ipython"):
"""split a list of closed issues into non-PR Issues and Pull Requests"""
pulls = []
issues = []
for i in all_issues:
if is_pull_request(i):
pull = get_pull_request(project, i['number'], auth=True)
pulls.append(pull)
else:
issues.append(i)
return issues, pulls
def issues_closed_since(period=timedelta(days=365), project="ipython/ipython", pulls=False):
"""Get all issues closed since a particular point in time. period
can either be a datetime object, or a timedelta object. In the
latter case, it is used as a time before the present.
"""
which = 'pulls' if pulls else 'issues'
if isinstance(period, timedelta):
since = round_hour(datetime.utcnow() - period)
else:
since = period
url = "https://api.github.com/repos/%s/%s?state=closed&sort=updated&since=%s&per_page=%i" % (project, which, since.strftime(ISO8601), PER_PAGE)
allclosed = get_paged_request(url, headers=make_auth_header())
filtered = [ i for i in allclosed if _parse_datetime(i['closed_at']) > since ]
if pulls:
filtered = [ i for i in filtered if _parse_datetime(i['merged_at']) > since ]
# filter out PRs not against master (backports)
filtered = [ i for i in filtered if i['base']['ref'] == 'master' ]
else:
filtered = [ i for i in filtered if not is_pull_request(i) ]
return filtered
def sorted_by_field(issues, field='closed_at', reverse=False):
"""Return a list of issues sorted by closing date date."""
return sorted(issues, key = lambda i:i[field], reverse=reverse)
def report(issues, show_urls=False):
"""Summary report about a list of issues, printing number and title.
"""
# titles may have unicode in them, so we must encode everything below
if show_urls:
for i in issues:
role = 'ghpull' if 'merged_at' in i else 'ghissue'
print('* :%s:`%d`: %s' % (role, i['number'],
i['title'].encode('utf-8')))
else:
for i in issues:
print('* %d: %s' % (i['number'], i['title'].encode('utf-8')))
#-----------------------------------------------------------------------------
# Main script
#-----------------------------------------------------------------------------
if __name__ == "__main__":
# deal with unicode
import codecs
sys.stdout = codecs.getwriter('utf8')(sys.stdout)
# Whether to add reST urls for all issues in printout.
show_urls = True
# By default, search one month back
tag = None
if len(sys.argv) > 1:
try:
days = int(sys.argv[1])
except:
tag = sys.argv[1]
else:
tag = check_output(['git', 'describe', '--abbrev=0']).strip()
if tag:
cmd = ['git', 'log', '-1', '--format=%ai', tag]
tagday, tz = check_output(cmd).strip().rsplit(' ', 1)
since = datetime.strptime(tagday, "%Y-%m-%d %H:%M:%S")
h = int(tz[1:3])
m = int(tz[3:])
td = timedelta(hours=h, minutes=m)
if tz[0] == '-':
since += td
else:
since -= td
else:
since = datetime.utcnow() - timedelta(days=days)
since = round_hour(since)
print("fetching GitHub stats since %s (tag: %s)" % (since, tag), file=sys.stderr)
# turn off to play interactively without redownloading, use %run -i
if 1:
issues = issues_closed_since(since, pulls=False)
pulls = issues_closed_since(since, pulls=True)
# For regular reports, it's nice to show them in reverse chronological order
issues = sorted_by_field(issues, reverse=True)
pulls = sorted_by_field(pulls, reverse=True)
n_issues, n_pulls = map(len, (issues, pulls))
n_total = n_issues + n_pulls
# Print summary report we can directly include into release notes.
print()
since_day = since.strftime("%Y/%m/%d")
today = datetime.today().strftime("%Y/%m/%d")
print("GitHub stats for %s - %s (tag: %s)" % (since_day, today, tag))
print()
print("These lists are automatically generated, and may be incomplete or contain duplicates.")
print()
if tag:
# print git info, in addition to GitHub info:
since_tag = tag+'..'
cmd = ['git', 'log', '--oneline', since_tag]
ncommits = len(check_output(cmd).splitlines())
author_cmd = ['git', 'log', '--use-mailmap', "--format=* %aN", since_tag]
all_authors = check_output(author_cmd).decode('utf-8', 'replace').splitlines()
unique_authors = sorted(set(all_authors), key=lambda s: s.lower())
print("The following %i authors contributed %i commits." % (len(unique_authors), ncommits))
print()
print('\n'.join(unique_authors))
print()
print()
print("We closed a total of %d issues, %d pull requests and %d regular issues;\n"
"this is the full list (generated with the script \n"
":file:`tools/github_stats.py`):" % (n_total, n_pulls, n_issues))
print()
print('Pull Requests (%d):\n' % n_pulls)
report(pulls, show_urls)
print()
print('Issues (%d):\n' % n_issues)
report(issues, show_urls)