quay/data/model/repositoryactioncount.py

import logging

from collections import namedtuple
from peewee import IntegrityError

from datetime import date, timedelta, datetime
from data.database import (Repository, LogEntry, LogEntry2, RepositoryActionCount,
                           RepositorySearchScore, db_random_func, fn)

logger = logging.getLogger(__name__)

search_bucket = namedtuple('SearchBucket', ['delta', 'days', 'weight'])

# Defines the various buckets for search scoring. Each bucket is computed using the given time
# delta from today *minus the previous bucket's time period*. Once all the actions over the
# bucket's time period have been collected, they are multiplied by the given modifier. The modifiers
# for this bucket were determined via the integral of (2/((x/183)+1)^2)/183 over the period of days
# in the bucket; this integral over 0..183 has a sum of 1, so we get a good normalize score result.
SEARCH_BUCKETS = [
  search_bucket(timedelta(days=1), 1, 0.010870),
  search_bucket(timedelta(days=7), 6, 0.062815),
  search_bucket(timedelta(days=31), 24, 0.21604),
  search_bucket(timedelta(days=183), 152, 0.71028),
]

def find_uncounted_repository():
  """ Returns a repository that has not yet had an entry added into the RepositoryActionCount
      table for yesterday.
  """
  try:
    # Get a random repository to count.
    today = date.today()
    yesterday = today - timedelta(days=1)
    has_yesterday_actions = (RepositoryActionCount
                             .select(RepositoryActionCount.repository)
                             .where(RepositoryActionCount.date == yesterday))

    to_count = (Repository
                .select()
                .where(~(Repository.id << (has_yesterday_actions)))
                .order_by(db_random_func()).get())
    return to_count
  except Repository.DoesNotExist:
    return None


def count_repository_actions(to_count):
  """ Aggregates repository actions from the LogEntry table for the last day and writes them to
      the RepositoryActionCount table. Return True if the repository was updated and False
      otherwise.
  """
  today = date.today()
  yesterday = today - timedelta(days=1)

  # TODO(LogMigrate): Remove the branch once we're back on LogEntry only.
  def lookup_action_count(model):
    return (model
            .select()
            .where(model.repository == to_count,
                   model.datetime >= yesterday,
                   model.datetime < today)
            .count())

  actions = lookup_action_count(LogEntry) + lookup_action_count(LogEntry2)
  try:
    RepositoryActionCount.create(repository=to_count, date=yesterday, count=actions)
    return True
  except IntegrityError:
    logger.debug('Count already written for repository %s', to_count.id)
    return False


def update_repository_score(repo):
  """ Updates the repository score entry for the given table by retrieving information from
      the RepositoryActionCount table. Note that count_repository_actions for the repo should
      be called first. Returns True if the row was updated and False otherwise.
  """
  today = date.today()

  # Retrieve the counts for each bucket and calculate the final score.
  final_score = 0.0
  last_end_timedelta = timedelta(days=0)

  for bucket in SEARCH_BUCKETS:
    start_date = today - bucket.delta
    end_date = today - last_end_timedelta
    last_end_timedelta = bucket.delta

    query = (RepositoryActionCount
             .select(fn.Sum(RepositoryActionCount.count), fn.Count(RepositoryActionCount.id))
             .where(RepositoryActionCount.date >= start_date,
                    RepositoryActionCount.date < end_date,
                    RepositoryActionCount.repository == repo))

    bucket_tuple = query.tuples()[0]
    logger.debug('Got bucket tuple %s for bucket %s for repository %s', bucket_tuple, bucket,
                 repo.id)

    if bucket_tuple[0] is None:
      continue

    bucket_sum = float(bucket_tuple[0])
    bucket_count = int(bucket_tuple[1])
    if not bucket_count:
      continue

    bucket_score = bucket_sum / (bucket_count * 1.0)
    final_score += bucket_score * bucket.weight

  # Update the existing repo search score row or create a new one.
  normalized_score = int(final_score * 100.0)
  try:
    try:
      search_score_row = RepositorySearchScore.get(repository=repo)
      search_score_row.last_updated = datetime.now()
      search_score_row.score = normalized_score
      search_score_row.save()
      return True
    except RepositorySearchScore.DoesNotExist:
      RepositorySearchScore.create(repository=repo, score=normalized_score, last_updated=today)
      return True
  except IntegrityError:
    logger.debug('RepositorySearchScore row already existed; skipping')
    return False