utils/Reviewing/find_interesting

reference, declaration → definition
definition → references, declarations, derived classes, virtual overrides
reference to multiple definitions → definitions
unreferenced

#!/usr/bin/env python

from __future__ import print_function

import argparse
import email.mime.multipart
import email.mime.text
import logging
import os.path
import pickle
import re
import smtplib
import subprocess
import sys
from datetime import datetime, timedelta
from phabricator import Phabricator

# Setting up a virtualenv to run this script can be done by running the
# following commands:
# $ virtualenv venv
# $ . ./venv/bin/activate
# $ pip install Phabricator

GIT_REPO_METADATA = (("llvm", "https://llvm.org/git/llvm.git"), )

# The below PhabXXX classes represent objects as modelled by Phabricator.
# The classes can be serialized to disk, to try and make sure that we don't
# needlessly have to re-fetch lots of data from Phabricator, as that would
# make this script unusably slow.


class PhabObject:
    OBJECT_KIND = None

    def __init__(self, id):
        self.id = id


class PhabObjectCache:
    def __init__(self, PhabObjectClass):
        self.PhabObjectClass = PhabObjectClass
        self.most_recent_info = None
        self.oldest_info = None
        self.id2PhabObjects = {}

    def get_name(self):
        return self.PhabObjectClass.OBJECT_KIND + "sCache"

    def get(self, id):
        if id not in self.id2PhabObjects:
            self.id2PhabObjects[id] = self.PhabObjectClass(id)
        return self.id2PhabObjects[id]

    def get_ids_in_cache(self):
        return list(self.id2PhabObjects.keys())

    def get_objects(self):
        return list(self.id2PhabObjects.values())

    DEFAULT_DIRECTORY = "PhabObjectCache"

    def _get_pickle_name(self, directory):
        file_name = "Phab" + self.PhabObjectClass.OBJECT_KIND + "s.pickle"
        return os.path.join(directory, file_name)

    def populate_cache_from_disk(self, directory=DEFAULT_DIRECTORY):
        """
        FIXME: consider if serializing to JSON would bring interoperability
        advantages over serializing to pickle.
        """
        try:
            f = open(self._get_pickle_name(directory), "rb")
        except IOError as err:
            print("Could not find cache. Error message: {0}. Continuing..."
                  .format(err))
        else:
            with f:
                try:
                    d = pickle.load(f)
                    self.__dict__.update(d)
                except EOFError as err:
                    print("Cache seems to be corrupt. " +
                          "Not using cache. Error message: {0}".format(err))

    def write_cache_to_disk(self, directory=DEFAULT_DIRECTORY):
        if not os.path.exists(directory):
            os.makedirs(directory)
        with open(self._get_pickle_name(directory), "wb") as f:
            pickle.dump(self.__dict__, f)
        print("wrote cache to disk, most_recent_info= {0}".format(
            datetime.fromtimestamp(self.most_recent_info)
            if self.most_recent_info is not None else None))


class PhabReview(PhabObject):
    OBJECT_KIND = "Review"

    def __init__(self, id):
        PhabObject.__init__(self, id)

    def update(self, title, dateCreated, dateModified, author):
        self.title = title
        self.dateCreated = dateCreated
        self.dateModified = dateModified
        self.author = author

    def setPhabDiffs(self, phabDiffs):
        self.phabDiffs = phabDiffs


class PhabUser(PhabObject):
    OBJECT_KIND = "User"

    def __init__(self, id):
        PhabObject.__init__(self, id)

    def update(self, phid, realName):
        self.phid = phid
        self.realName = realName


class PhabHunk:
    def __init__(self, rest_api_hunk):
        self.oldOffset = int(rest_api_hunk["oldOffset"])
        self.oldLength = int(rest_api_hunk["oldLength"])
        # self.actual_lines_changed_offset will contain the offsets of the
        # lines that were changed in this hunk.
        self.actual_lines_changed_offset = []
        offset = self.oldOffset
        inHunk = False
        hunkStart = -1
        contextLines = 3
        for line in rest_api_hunk["corpus"].split("\n"):
            if line.startswith("+"):
                # line is a new line that got introduced in this patch.
                # Do not record it as a changed line.
                if inHunk is False:
                    inHunk = True
                    hunkStart = max(self.oldOffset, offset - contextLines)
                continue
            if line.startswith("-"):
                # line was changed or removed from the older version of the
                # code. Record it as a changed line.
                if inHunk is False:
                    inHunk = True
                    hunkStart = max(self.oldOffset, offset - contextLines)
                offset += 1
                continue
            # line is a context line.
            if inHunk is True:
                inHunk = False
                hunkEnd = offset + contextLines
                self.actual_lines_changed_offset.append((hunkStart, hunkEnd))
            offset += 1
        if inHunk is True:
            hunkEnd = offset + contextLines
            self.actual_lines_changed_offset.append((hunkStart, hunkEnd))

        # The above algorithm could result in adjacent or overlapping ranges
        # being recorded into self.actual_lines_changed_offset.
        # Merge the adjacent and overlapping ranges in there:
        t = []
        lastRange = None
        for start, end in self.actual_lines_changed_offset + \
                [(sys.maxsize, sys.maxsize)]:
            if lastRange is None:
                lastRange = (start, end)
            else:
                if lastRange[1] >= start:
                    lastRange = (lastRange[0], end)
                else:
                    t.append(lastRange)
                    lastRange = (start, end)
        self.actual_lines_changed_offset = t


class PhabChange:
    def __init__(self, rest_api_change):
        self.oldPath = rest_api_change["oldPath"]
        self.hunks = [PhabHunk(h) for h in rest_api_change["hunks"]]


class PhabDiff(PhabObject):
    OBJECT_KIND = "Diff"

    def __init__(self, id):
        PhabObject.__init__(self, id)

    def update(self, rest_api_results):
        self.revisionID = rest_api_results["revisionID"]
        self.dateModified = int(rest_api_results["dateModified"])
        self.dateCreated = int(rest_api_results["dateCreated"])
        self.changes = [PhabChange(c) for c in rest_api_results["changes"]]


class ReviewsCache(PhabObjectCache):
    def __init__(self):
        PhabObjectCache.__init__(self, PhabReview)


class UsersCache(PhabObjectCache):
    def __init__(self):
        PhabObjectCache.__init__(self, PhabUser)


reviews_cache = ReviewsCache()
users_cache = UsersCache()


def init_phab_connection():
    phab = Phabricator()
    phab.update_interfaces()
    return phab


def update_cached_info(phab, cache, phab_query, order, record_results,
                       max_nr_entries_per_fetch, max_nr_days_to_cache):
    q = phab
    LIMIT = max_nr_entries_per_fetch
    for query_step in phab_query:
        q = getattr(q, query_step)
    results = q(order=order, limit=LIMIT)
    most_recent_info, oldest_info = record_results(cache, results, phab)
    oldest_info_to_fetch = datetime.fromtimestamp(most_recent_info) - \
        timedelta(days=max_nr_days_to_cache)
    most_recent_info_overall = most_recent_info
    cache.write_cache_to_disk()
    after = results["cursor"]["after"]
    print("after: {0!r}".format(after))
    print("most_recent_info: {0}".format(
        datetime.fromtimestamp(most_recent_info)))
    while (after is not None
           and datetime.fromtimestamp(oldest_info) > oldest_info_to_fetch):
        need_more_older_data = \
            (cache.oldest_info is None or
             datetime.fromtimestamp(cache.oldest_info) > oldest_info_to_fetch)
        print(("need_more_older_data={0} cache.oldest_info={1} " +
               "oldest_info_to_fetch={2}").format(
                   need_more_older_data,
                   datetime.fromtimestamp(cache.oldest_info)
                   if cache.oldest_info is not None else None,
                   oldest_info_to_fetch))
        need_more_newer_data = \
            (cache.most_recent_info is None or
             cache.most_recent_info < most_recent_info)
        print(("need_more_newer_data={0} cache.most_recent_info={1} " +
               "most_recent_info={2}")
              .format(need_more_newer_data, cache.most_recent_info,
                      most_recent_info))
        if not need_more_older_data and not need_more_newer_data:
            break
        results = q(order=order, after=after, limit=LIMIT)
        most_recent_info, oldest_info = record_results(cache, results, phab)
        after = results["cursor"]["after"]
        print("after: {0!r}".format(after))
        print("most_recent_info: {0}".format(
            datetime.fromtimestamp(most_recent_info)))
        cache.write_cache_to_disk()
    cache.most_recent_info = most_recent_info_overall
    if after is None:
        # We did fetch all records. Mark the cache to contain all info since
        # the start of time.
        oldest_info = 0
    cache.oldest_info = oldest_info
    cache.write_cache_to_disk()


def record_reviews(cache, reviews, phab):
    most_recent_info = None
    oldest_info = None
    for reviewInfo in reviews["data"]:
        if reviewInfo["type"] != "DREV":
            continue
        id = reviewInfo["id"]
        # phid = reviewInfo["phid"]
        dateModified = int(reviewInfo["fields"]["dateModified"])
        dateCreated = int(reviewInfo["fields"]["dateCreated"])
        title = reviewInfo["fields"]["title"]
        author = reviewInfo["fields"]["authorPHID"]
        phabReview = cache.get(id)
        if "dateModified" not in phabReview.__dict__ or \
           dateModified > phabReview.dateModified:
            diff_results = phab.differential.querydiffs(revisionIDs=[id])
            diff_ids = sorted(diff_results.keys())
            phabDiffs = []
            for diff_id in diff_ids:
                diffInfo = diff_results[diff_id]
                d = PhabDiff(diff_id)
                d.update(diffInfo)
                phabDiffs.append(d)
            phabReview.update(title, dateCreated, dateModified, author)
            phabReview.setPhabDiffs(phabDiffs)
            print("Updated D{0} modified on {1} ({2} diffs)".format(
                id, datetime.fromtimestamp(dateModified), len(phabDiffs)))

        if most_recent_info is None:
            most_recent_info = dateModified
        elif most_recent_info < dateModified:
            most_recent_info = dateModified

        if oldest_info is None:
            oldest_info = dateModified
        elif oldest_info > dateModified:
            oldest_info = dateModified
    return most_recent_info, oldest_info


def record_users(cache, users, phab):
    most_recent_info = None
    oldest_info = None
    for info in users["data"]:
        if info["type"] != "USER":
            continue
        id = info["id"]
        phid = info["phid"]
        dateModified = int(info["fields"]["dateModified"])
        # dateCreated = int(info["fields"]["dateCreated"])
        realName = info["fields"]["realName"]
        phabUser = cache.get(id)
        phabUser.update(phid, realName)
        if most_recent_info is None:
            most_recent_info = dateModified
        elif most_recent_info < dateModified:
            most_recent_info = dateModified
        if oldest_info is None:
            oldest_info = dateModified
        elif oldest_info > dateModified:
            oldest_info = dateModified
    return most_recent_info, oldest_info


PHABCACHESINFO = ((reviews_cache, ("differential", "revision", "search"),
                   "updated", record_reviews, 5, 7),
                  (users_cache, ("user", "search"), "newest", record_users,
                   100, 1000))


def load_cache():
    for cache, phab_query, order, record_results, _, _ in PHABCACHESINFO:
        cache.populate_cache_from_disk()
        print("Loaded {0} nr entries: {1}".format(
            cache.get_name(), len(cache.get_ids_in_cache())))
        print("Loaded {0} has most recent info: {1}".format(
            cache.get_name(),
            datetime.fromtimestamp(cache.most_recent_info)
            if cache.most_recent_info is not None else None))


def update_cache(phab):
    load_cache()
    for cache, phab_query, order, record_results, max_nr_entries_per_fetch, \
            max_nr_days_to_cache in PHABCACHESINFO:
        update_cached_info(phab, cache, phab_query, order, record_results,
                           max_nr_entries_per_fetch, max_nr_days_to_cache)
        ids_in_cache = cache.get_ids_in_cache()
        print("{0} objects in {1}".format(len(ids_in_cache), cache.get_name()))
        cache.write_cache_to_disk()


def get_most_recent_reviews(days):
    newest_reviews = sorted(
        reviews_cache.get_objects(), key=lambda r: -r.dateModified)
    if len(newest_reviews) == 0:
        return newest_reviews
    most_recent_review_time = \
        datetime.fromtimestamp(newest_reviews[0].dateModified)
    cut_off_date = most_recent_review_time - timedelta(days=days)
    result = []
    for review in newest_reviews:
        if datetime.fromtimestamp(review.dateModified) < cut_off_date:
            return result
        result.append(review)
    return result


# All of the above code is about fetching data from Phabricator and caching it
# on local disk. The below code contains the actual "business logic" for this
# script.

_userphid2realname = None


def get_real_name_from_author(user_phid):
    global _userphid2realname
    if _userphid2realname is None:
        _userphid2realname = {}
        for user in users_cache.get_objects():
            _userphid2realname[user.phid] = user.realName
    return _userphid2realname.get(user_phid, "unknown")


def print_most_recent_reviews(phab, days, filter_reviewers):
    msgs = []

    def add_msg(msg):
        msgs.append(msg)
        print(msg)

    newest_reviews = get_most_recent_reviews(days)
    add_msg(u"These are the reviews that look interesting to be reviewed. " +
            u"The report below has 2 sections. The first " +
            u"section is organized per review; the second section is organized "
            + u"per potential reviewer.\n")
    oldest_review = newest_reviews[-1] if len(newest_reviews) > 0 else None
    oldest_datetime = \
        datetime.fromtimestamp(oldest_review.dateModified) \
        if oldest_review else None
    add_msg((u"The report below is based on analyzing the reviews that got " +
             u"touched in the past {0} days (since {1}). " +
             u"The script found {2} such reviews.\n").format(
                 days, oldest_datetime, len(newest_reviews)))
    reviewer2reviews_and_scores = {}
    for i, review in enumerate(newest_reviews):
        matched_reviewers = find_reviewers_for_review(review)
        matched_reviewers = filter_reviewers(matched_reviewers)
        if len(matched_reviewers) == 0:
            continue
        add_msg((u"{0:>3}. https://reviews.llvm.org/D{1} by {2}\n     {3}\n" +
                 u"     Last updated on {4}").format(
                     i, review.id,
                     get_real_name_from_author(review.author), review.title,
                     datetime.fromtimestamp(review.dateModified)))
        for reviewer, scores in matched_reviewers:
            add_msg(u"    potential reviewer {0}, score {1}".format(
                reviewer,
                "(" + "/".join(["{0:.1f}%".format(s) for s in scores]) + ")"))
            if reviewer not in reviewer2reviews_and_scores:
                reviewer2reviews_and_scores[reviewer] = []
            reviewer2reviews_and_scores[reviewer].append((review, scores))

    # Print out a summary per reviewer.
    for reviewer in sorted(reviewer2reviews_and_scores.keys()):
        reviews_and_scores = reviewer2reviews_and_scores[reviewer]
        reviews_and_scores.sort(key=lambda rs: rs[1], reverse=True)
        add_msg(u"\n\nSUMMARY FOR {0} (found {1} reviews):".format(
            reviewer, len(reviews_and_scores)))
        for review, scores in reviews_and_scores:
            add_msg(u"[{0}] https://reviews.llvm.org/D{1} '{2}' by {3}".format(
                "/".join(["{0:.1f}%".format(s) for s in scores]), review.id,
                review.title, get_real_name_from_author(review.author)))
    return "\n".join(msgs)


def get_git_cmd_output(cmd):
    output = None
    try:
        logging.debug(cmd)
        output = subprocess.check_output(
            cmd, shell=True, stderr=subprocess.STDOUT)
    except subprocess.CalledProcessError as e:
        logging.debug(str(e))
    if output is None:
        return None
    return output.decode("utf-8", errors='ignore')


reAuthorMail = re.compile("^author-mail <([^>]*)>.*$")


def parse_blame_output_line_porcelain(blame_output):
    email2nr_occurences = {}
    if blame_output is None:
        return email2nr_occurences
    for line in blame_output.split('\n'):
        m = reAuthorMail.match(line)
        if m:
            author_email_address = m.group(1)
            if author_email_address not in email2nr_occurences:
                email2nr_occurences[author_email_address] = 1
            else:
                email2nr_occurences[author_email_address] += 1
    return email2nr_occurences


def find_reviewers_for_diff_heuristic(diff):
    # Heuristic 1: assume good reviewers are the ones that touched the same
    # lines before as this patch is touching.
    # Heuristic 2: assume good reviewers are the ones that touched the same
    # files before as this patch is touching.
    reviewers2nr_lines_touched = {}
    reviewers2nr_files_touched = {}
    # Assume last revision before diff was modified is the revision the diff
    # applies to.
    git_repo = "git_repos/llvm"
    cmd = 'git -C {0} rev-list -n 1 --before="{1}" master'.format(
        git_repo,
        datetime.fromtimestamp(
            diff.dateModified).strftime("%Y-%m-%d %H:%M:%s"))
    base_revision = get_git_cmd_output(cmd).strip()
    logging.debug("Base revision={0}".format(base_revision))
    for change in diff.changes:
        path = change.oldPath
        # Compute heuristic 1: look at context of patch lines.
        for hunk in change.hunks:
            for start_line, end_line in hunk.actual_lines_changed_offset:
                # Collect git blame results for authors in those ranges.
                cmd = ("git -C {0} blame --encoding=utf-8 --date iso -f -e " +
                       "-w --line-porcelain -L {1},{2} {3} -- {4}").format(
                           git_repo, start_line, end_line, base_revision, path)
                blame_output = get_git_cmd_output(cmd)
                for reviewer, nr_occurences in \
                        parse_blame_output_line_porcelain(blame_output).items():
                    if reviewer not in reviewers2nr_lines_touched:
                        reviewers2nr_lines_touched[reviewer] = 0
                    reviewers2nr_lines_touched[reviewer] += nr_occurences
        # Compute heuristic 2: don't look at context, just at files touched.
        # Collect git blame results for authors in those ranges.
        cmd = ("git -C {0} blame --encoding=utf-8 --date iso -f -e -w " +
               "--line-porcelain {1} -- {2}").format(git_repo, base_revision,
                                                     path)
        blame_output = get_git_cmd_output(cmd)
        for reviewer, nr_occurences in parse_blame_output_line_porcelain(
                blame_output).items():
            if reviewer not in reviewers2nr_files_touched:
                reviewers2nr_files_touched[reviewer] = 0
            reviewers2nr_files_touched[reviewer] += 1

    # Compute "match scores"
    total_nr_lines = sum(reviewers2nr_lines_touched.values())
    total_nr_files = len(diff.changes)
    reviewers_matchscores = \
        [(reviewer,
          (reviewers2nr_lines_touched.get(reviewer, 0)*100.0/total_nr_lines
           if total_nr_lines != 0 else 0,
           reviewers2nr_files_touched[reviewer]*100.0/total_nr_files
           if total_nr_files != 0 else 0))
         for reviewer, nr_lines
         in reviewers2nr_files_touched.items()]
    reviewers_matchscores.sort(key=lambda i: i[1], reverse=True)
    return reviewers_matchscores


def find_reviewers_for_review(review):
    # Process the newest diff first.
    diffs = sorted(
        review.phabDiffs, key=lambda d: d.dateModified, reverse=True)
    if len(diffs) == 0:
        return
    diff = diffs[0]
    matched_reviewers = find_reviewers_for_diff_heuristic(diff)
    # Show progress, as this is a slow operation:
    sys.stdout.write('.')
    sys.stdout.flush()
    logging.debug(u"matched_reviewers: {0}".format(matched_reviewers))
    return matched_reviewers


def update_git_repos():
    git_repos_directory = "git_repos"
    for name, url in GIT_REPO_METADATA:
        dirname = os.path.join(git_repos_directory, name)
        if not os.path.exists(dirname):
            cmd = "git clone {0} {1}".format(url, dirname)
            output = get_git_cmd_output(cmd)
        cmd = "git -C {0} pull --rebase".format(dirname)
        output = get_git_cmd_output(cmd)


def send_emails(email_addresses, sender, msg):
    s = smtplib.SMTP()
    s.connect()
    for email_address in email_addresses:
        email_msg = email.mime.multipart.MIMEMultipart()
        email_msg['From'] = sender
        email_msg['To'] = email_address
        email_msg['Subject'] = 'LLVM patches you may be able to review.'
        email_msg.attach(email.mime.text.MIMEText(msg.encode('utf-8'), 'plain'))
        # python 3.x: s.send_message(email_msg)
        s.sendmail(email_msg['From'], email_msg['To'], email_msg.as_string())
    s.quit()


def filter_reviewers_to_report_for(people_to_look_for):
    # The below is just an example filter, to only report potential reviews
    # to do for the people that will receive the report email.
    return lambda potential_reviewers: [r for r in potential_reviewers
                                        if r[0] in people_to_look_for]


def main():
    parser = argparse.ArgumentParser(
        description='Match open reviews to potential reviewers.')
    parser.add_argument(
        '--no-update-cache',
        dest='update_cache',
        action='store_false',
        default=True,
        help='Do not update cached Phabricator objects')
    parser.add_argument(
        '--email-report',
        dest='email_report',
        nargs='*',
        default="",
        help="A email addresses to send the report to.")
    parser.add_argument(
        '--sender',
        dest='sender',
        default="",
        help="The email address to use in 'From' on messages emailed out.")
    parser.add_argument(
        '--email-addresses',
        dest='email_addresses',
        nargs='*',
        help="The email addresses (as known by LLVM git) of " +
        "the people to look for reviews for.")
    parser.add_argument('--verbose', '-v', action='count')

    args = parser.parse_args()

    if args.verbose >= 1:
        logging.basicConfig(level=logging.DEBUG)

    people_to_look_for = [e.decode('utf-8') for e in args.email_addresses]
    logging.debug("Will look for reviews that following contributors could " +
                  "review: {}".format(people_to_look_for))
    logging.debug("Will email a report to: {}".format(args.email_report))

    phab = init_phab_connection()

    if args.update_cache:
        update_cache(phab)

    load_cache()
    update_git_repos()
    msg = print_most_recent_reviews(
        phab,
        days=1,
        filter_reviewers=filter_reviewers_to_report_for(people_to_look_for))

    if args.email_report != []:
        send_emails(args.email_report, args.sender, msg)


if __name__ == "__main__":
    main()