quay/data/model/tag.py

import logging

from calendar import timegm
from uuid import uuid4

from peewee import IntegrityError, JOIN, fn
from data.model import (image, storage, db_transaction, DataModelException, _basequery,
                        InvalidManifestException, TagAlreadyCreatedException, StaleTagException,
                        config)
from data.database import (RepositoryTag, Repository, Image, ImageStorage, Namespace, TagManifest,
                           RepositoryNotification, Label, TagManifestLabel, get_epoch_timestamp,
                           db_for_update, Manifest, ManifestLabel, ManifestBlob,
                           ManifestLegacyImage, TagManifestToManifest,
                           TagManifestLabelMap)
from util.timedeltastring import convert_to_timedelta


logger = logging.getLogger(__name__)


def get_max_id_for_sec_scan():
  """ Gets the maximum id for security scanning """
  return RepositoryTag.select(fn.Max(RepositoryTag.id)).scalar()


def get_min_id_for_sec_scan(version):
  """ Gets the minimum id for a security scanning """
  return _tag_alive(RepositoryTag
                    .select(fn.Min(RepositoryTag.id))
                    .join(Image)
                    .where(Image.security_indexed_engine < version)).scalar()


def get_tag_pk_field():
  """ Returns the primary key for Image DB model """
  return RepositoryTag.id


def get_tags_images_eligible_for_scan(clair_version):
  Parent = Image.alias()
  ParentImageStorage = ImageStorage.alias()

  return _tag_alive(RepositoryTag
                    .select(Image, ImageStorage, Parent, ParentImageStorage, RepositoryTag)
                    .join(Image, on=(RepositoryTag.image == Image.id))
                    .join(ImageStorage, on=(Image.storage == ImageStorage.id))
                    .switch(Image)
                    .join(Parent, JOIN.LEFT_OUTER, on=(Image.parent == Parent.id))
                    .join(ParentImageStorage, JOIN.LEFT_OUTER, on=(ParentImageStorage.id == Parent.storage))
                    .where(RepositoryTag.hidden == False)
                    .where(Image.security_indexed_engine < clair_version))


def _tag_alive(query, now_ts=None):
  if now_ts is None:
    now_ts = get_epoch_timestamp()
  return query.where((RepositoryTag.lifetime_end_ts >> None) |
                     (RepositoryTag.lifetime_end_ts > now_ts))


def filter_has_repository_event(query, event):
  """ Filters the query by ensuring the repositories returned have the given event. """
  return (query
          .join(Repository)
          .join(RepositoryNotification)
          .where(RepositoryNotification.event == event))


def filter_tags_have_repository_event(query, event):
  """ Filters the query by ensuring the repository tags live in a repository that has the given
      event. Also returns the image storage for the tag's image and orders the results by
      lifetime_start_ts.
  """
  query = filter_has_repository_event(query, event)
  query = query.switch(RepositoryTag).join(Image).join(ImageStorage)
  query = query.switch(RepositoryTag).order_by(RepositoryTag.lifetime_start_ts.desc())
  return query


_MAX_SUB_QUERIES = 100
_MAX_IMAGE_LOOKUP_COUNT = 500

def get_matching_tags_for_images(image_pairs, filter_images=None, filter_tags=None,
                                 selections=None):
  """ Returns all tags that contain the images with the given docker_image_id and storage_uuid,
      as specified as an iterable of pairs. """
  if not image_pairs:
    return []

  image_pairs_set = set(image_pairs)

  # Find all possible matching image+storages.
  images = []

  while image_pairs:
    image_pairs_slice = image_pairs[:_MAX_IMAGE_LOOKUP_COUNT]

    ids = [pair[0] for pair in image_pairs_slice]
    uuids = [pair[1] for pair in image_pairs_slice]

    images_query = (Image
                    .select(Image.id, Image.docker_image_id, Image.ancestors, ImageStorage.uuid)
                    .join(ImageStorage)
                    .where(Image.docker_image_id << ids, ImageStorage.uuid << uuids)
                    .switch(Image))

    if filter_images is not None:
      images_query = filter_images(images_query)

    images.extend(list(images_query))
    image_pairs = image_pairs[_MAX_IMAGE_LOOKUP_COUNT:]

  # Filter down to those images actually in the pairs set and build the set of queries to run.
  individual_image_queries = []

  for img in images:
    # Make sure the image found is in the set of those requested, and that we haven't already
    # processed it. We need this check because the query above checks for images with matching
    # IDs OR storage UUIDs, rather than the expected ID+UUID pair. We do this for efficiency
    # reasons, and it is highly unlikely we'll find an image with a mismatch, but we need this
    # check to be absolutely sure.
    pair = (img.docker_image_id, img.storage.uuid)
    if pair not in image_pairs_set:
      continue

    # Remove the pair so we don't try it again.
    image_pairs_set.remove(pair)

    ancestors_str = '%s%s/%%' % (img.ancestors, img.id)
    query = (Image
             .select(Image.id)
             .where((Image.id == img.id) | (Image.ancestors ** ancestors_str)))

    individual_image_queries.append(query)

  if not individual_image_queries:
    return []

  # Shard based on the max subquery count. This is used to prevent going over the DB's max query
  # size, as well as to prevent the DB from locking up on a massive query.
  sharded_queries = []
  while individual_image_queries:
    shard = individual_image_queries[:_MAX_SUB_QUERIES]
    sharded_queries.append(_basequery.reduce_as_tree(shard))
    individual_image_queries = individual_image_queries[_MAX_SUB_QUERIES:]

  # Collect IDs of the tags found for each query.
  tags = {}
  for query in sharded_queries:
    ImageAlias = Image.alias()
    tag_query = (_tag_alive(RepositoryTag
                            .select(*(selections or []))
                            .distinct()
                            .join(ImageAlias)
                            .where(RepositoryTag.hidden == False)
                            .where(ImageAlias.id << query)
                            .switch(RepositoryTag)))

    if filter_tags is not None:
      tag_query = filter_tags(tag_query)

    for tag in tag_query:
      tags[tag.id] = tag

  return tags.values()


def get_matching_tags(docker_image_id, storage_uuid, *args):
  """ Returns a query pointing to all tags that contain the image with the
      given docker_image_id and storage_uuid. """
  image_row = image.get_image_with_storage(docker_image_id, storage_uuid)
  if image_row is None:
    return RepositoryTag.select().where(RepositoryTag.id < 0) # Empty query.

  ancestors_str = '%s%s/%%' % (image_row.ancestors, image_row.id)
  return _tag_alive(RepositoryTag
                    .select(*args)
                    .distinct()
                    .join(Image)
                    .join(ImageStorage)
                    .where(RepositoryTag.hidden == False)
                    .where((Image.id == image_row.id) |
                           (Image.ancestors ** ancestors_str)))


def get_tags_for_image(image_id, *args):
  return _tag_alive(RepositoryTag
                    .select(*args)
                    .distinct()
                    .where(RepositoryTag.image == image_id,
                           RepositoryTag.hidden == False))


def get_tag_manifest_digests(tags):
  """ Returns a map from tag ID to its associated manifest digest, if any. """
  if not tags:
    return dict()

  manifests = (TagManifest
               .select(TagManifest.tag, TagManifest.digest)
               .where(TagManifest.tag << [t.id for t in tags]))

  return {manifest.tag_id: manifest.digest for manifest in manifests}


def list_active_repo_tags(repo):
  """ Returns all of the active, non-hidden tags in a repository, joined to they images
      and (if present), their manifest.
  """
  query = _tag_alive(RepositoryTag
                     .select(RepositoryTag, Image, ImageStorage, TagManifest.digest)
                     .join(Image)
                     .join(ImageStorage)
                     .where(RepositoryTag.repository == repo, RepositoryTag.hidden == False)
                     .switch(RepositoryTag)
                     .join(TagManifest, JOIN.LEFT_OUTER))

  return query


def list_repository_tags(namespace_name, repository_name, include_hidden=False,
                         include_storage=False):
  to_select = (RepositoryTag, Image)
  if include_storage:
    to_select = (RepositoryTag, Image, ImageStorage)

  query = _tag_alive(RepositoryTag
                     .select(*to_select)
                     .join(Repository)
                     .join(Namespace, on=(Repository.namespace_user == Namespace.id))
                     .switch(RepositoryTag)
                     .join(Image)
                     .where(Repository.name == repository_name,
                            Namespace.username == namespace_name))

  if not include_hidden:
    query = query.where(RepositoryTag.hidden == False)

  if include_storage:
    query = query.switch(Image).join(ImageStorage)

  return query


def create_or_update_tag(namespace_name, repository_name, tag_name, tag_docker_image_id,
                         reversion=False):
  try:
    repo = _basequery.get_existing_repository(namespace_name, repository_name)
  except Repository.DoesNotExist:
    raise DataModelException('Invalid repository %s/%s' % (namespace_name, repository_name))

  return create_or_update_tag_for_repo(repo.id, tag_name, tag_docker_image_id, reversion=reversion)

def create_or_update_tag_for_repo(repository_id, tag_name, tag_docker_image_id, reversion=False):
  now_ts = get_epoch_timestamp()

  with db_transaction():
    try:
      tag = db_for_update(_tag_alive(RepositoryTag
                                     .select()
                                     .where(RepositoryTag.repository == repository_id,
                                            RepositoryTag.name == tag_name), now_ts)).get()
      tag.lifetime_end_ts = now_ts
      tag.save()
    except RepositoryTag.DoesNotExist:
      pass
    except IntegrityError:
      msg = 'Tag with name %s was stale when we tried to update it; Please retry the push'
      raise StaleTagException(msg % tag_name)

    try:
      image_obj = Image.get(Image.docker_image_id == tag_docker_image_id,
                            Image.repository == repository_id)
    except Image.DoesNotExist:
      raise DataModelException('Invalid image with id: %s' % tag_docker_image_id)

    try:
      return RepositoryTag.create(repository=repository_id, image=image_obj, name=tag_name,
                                  lifetime_start_ts=now_ts, reversion=reversion)
    except IntegrityError:
      msg = 'Tag with name %s and lifetime start %s already exists'
      raise TagAlreadyCreatedException(msg % (tag_name, now_ts))


def create_temporary_hidden_tag(repo, image_obj, expiration_s):
  """ Create a tag with a defined timeline, that will not appear in the UI or CLI. Returns the name
      of the temporary tag. """
  now_ts = get_epoch_timestamp()
  expire_ts = now_ts + expiration_s
  tag_name = str(uuid4())
  RepositoryTag.create(repository=repo, image=image_obj, name=tag_name, lifetime_start_ts=now_ts,
                       lifetime_end_ts=expire_ts, hidden=True)
  return tag_name


def delete_tag(namespace_name, repository_name, tag_name):
  now_ts = get_epoch_timestamp()
  with db_transaction():
    try:
      query = _tag_alive(RepositoryTag
                         .select(RepositoryTag, Repository)
                         .join(Repository)
                         .join(Namespace, on=(Repository.namespace_user == Namespace.id))
                         .where(Repository.name == repository_name,
                                Namespace.username == namespace_name,
                                RepositoryTag.name == tag_name), now_ts)
      found = db_for_update(query).get()
    except RepositoryTag.DoesNotExist:
      msg = ('Invalid repository tag \'%s\' on repository \'%s/%s\'' %
             (tag_name, namespace_name, repository_name))
      raise DataModelException(msg)

    found.lifetime_end_ts = now_ts
    found.save()
    return found


def garbage_collect_tags(repo):
  """ Remove all of the tags that have gone past their garbage collection
      expiration window, and return a set of image ids which *may* have been
      orphaned.
      """
  def add_expiration_data(base_query):
    expired_clause = get_epoch_timestamp() - Namespace.removed_tag_expiration_s
    return (base_query
            .switch(RepositoryTag)
            .join(Repository)
            .join(Namespace, on=(Repository.namespace_user == Namespace.id))
            .where(~(RepositoryTag.lifetime_end_ts >> None),
                   RepositoryTag.lifetime_end_ts <= expired_clause))
  return _delete_tags(repo, add_expiration_data)

def purge_all_tags(repo):
  """ Remove all tags from the repository, and return a set of all of the images
      ids which are now orphaned.
  """
  return _delete_tags(repo)

def _delete_tags(repo, query_modifier=None):
  """ Garbage collect the tags for a repository and return a set of the image
      ids which may now be orphaned.
  """
  tags_to_delete_q = (RepositoryTag
                      .select(RepositoryTag.id, Image.ancestors, Image.id)
                      .join(Image)
                      .where(RepositoryTag.repository == repo))

  if query_modifier is not None:
    tags_to_delete_q = query_modifier(tags_to_delete_q)

  tags_to_delete = list(tags_to_delete_q)

  if len(tags_to_delete) == 0:
    return set()

  with db_transaction():
    # TODO(jschorr): Update to not use TagManifest once that table has been deprecated.
    tag_manifests_to_delete = list(TagManifest
                                   .select()
                                   .join(RepositoryTag)
                                   .where(RepositoryTag.id << tags_to_delete))
    tag_manifest_ids_to_delete = [tagmanifest.id for tagmanifest in tag_manifests_to_delete]

    # Find all the new-style manifests to delete, if any.
    tmt_query = (TagManifestToManifest
                 .select()
                 .where(TagManifestToManifest.tag_manifest << tag_manifests_to_delete,
                        TagManifestToManifest.broken == False))

    manifest_ids_to_possibly_delete = [tmt.manifest_id for tmt in tmt_query]
    manifest_ids_to_delete = set(manifest_ids_to_possibly_delete)

    # Filter out any manifests referenced by other tag manifests.
    if manifest_ids_to_possibly_delete:
      ref_query = (TagManifestToManifest
                   .select()
                   .where(TagManifestToManifest.manifest << manifest_ids_to_possibly_delete,
                          ~(TagManifestToManifest.tag_manifest << tag_manifest_ids_to_delete)))

      still_referenced_manifests = set([tmt.manifest_id for tmt in ref_query])
      manifest_ids_to_delete = list(manifest_ids_to_delete - still_referenced_manifests)

    num_deleted_manifests = 0
    if len(tag_manifest_ids_to_delete) > 0:
      # Find the set of IDs for all the labels to delete.
      manifest_labels_query = (TagManifestLabel
                               .select()
                               .where(TagManifestLabel.repository == repo,
                                      TagManifestLabel.annotated << tag_manifest_ids_to_delete))
      label_ids = [manifest_label.label_id for manifest_label in manifest_labels_query]

      # Filter out any labels still referenced by manifests.
      if label_ids:
        ref_query = (ManifestLabel
                     .select()
                     .where(ManifestLabel.repository == repo,
                            ManifestLabel.label << label_ids,
                            ~(ManifestLabel.manifest << (manifest_ids_to_delete or [-1]))))
        label_ids = set(label_ids) - set([manifest_label.label_id for manifest_label in ref_query])
        label_ids = list(label_ids)

      # Delete tag manifest -> manifest mapping entries.
      (TagManifestToManifest
       .delete()
       .where(TagManifestToManifest.tag_manifest << tag_manifest_ids_to_delete)
       .execute())

      # Delete all the mapping entries for labels.
      (TagManifestLabelMap
       .delete()
       .where(TagManifestLabelMap.tag_manifest << tag_manifest_ids_to_delete)
       .execute())

      (TagManifestLabel
       .delete()
       .where(TagManifestLabel.repository == repo,
              TagManifestLabel.annotated << tag_manifest_ids_to_delete)
       .execute())

      if manifest_ids_to_delete:
        (ManifestLabel
         .delete()
         .where(ManifestLabel.manifest << manifest_ids_to_delete)
         .execute())

      # Delete the labels themselves.
      if label_ids:
        # Delete all the matching labels.
        Label.delete().where(Label.id << label_ids).execute()

      # Delete the old-style manifests.
      num_deleted_manifests = (TagManifest
                               .delete()
                               .where(TagManifest.id << tag_manifest_ids_to_delete)
                               .execute())

      # Delete the new-style manifests, if any.
      if manifest_ids_to_delete:
        (ManifestLegacyImage
         .delete()
         .where(ManifestLegacyImage.manifest << manifest_ids_to_delete)
         .execute())

        ManifestBlob.delete().where(ManifestBlob.manifest << manifest_ids_to_delete).execute()
        Manifest.delete().where(Manifest.id << manifest_ids_to_delete).execute()

    num_deleted_tags = (RepositoryTag
                        .delete()
                        .where(RepositoryTag.id << tags_to_delete)
                        .execute())

    logger.debug('Removed %s tags with %s manifests', num_deleted_tags, num_deleted_manifests)
    ancestors = reduce(lambda r, l: r | l,
                       (set(tag.image.ancestor_id_list()) for tag in tags_to_delete))
    direct_referenced = {tag.image.id for tag in tags_to_delete}
    return ancestors | direct_referenced


def _get_repo_tag_image(tag_name, include_storage, modifier):
  query = Image.select().join(RepositoryTag)

  if include_storage:
    query = (Image
             .select(Image, ImageStorage)
             .join(ImageStorage)
             .switch(Image)
             .join(RepositoryTag))

  images = _tag_alive(modifier(query.where(RepositoryTag.name == tag_name)))
  if not images:
    raise DataModelException('Unable to find image for tag.')
  else:
    return images[0]


def get_repo_tag_image(repo, tag_name, include_storage=False):
  def modifier(query):
    return query.where(RepositoryTag.repository == repo)

  return _get_repo_tag_image(tag_name, include_storage, modifier)


def get_tag_image(namespace_name, repository_name, tag_name, include_storage=False):
  def modifier(query):
    return (query
            .switch(RepositoryTag)
            .join(Repository)
            .join(Namespace)
            .where(Namespace.username == namespace_name, Repository.name == repository_name))

  return _get_repo_tag_image(tag_name, include_storage, modifier)


def list_repository_tag_history(repo_obj, page=1, size=100, specific_tag=None, active_tags_only=False):
  query = (RepositoryTag
           .select(RepositoryTag, Image, ImageStorage)
           .join(Image)
           .join(ImageStorage)
           .switch(RepositoryTag)
           .where(RepositoryTag.repository == repo_obj)
           .where(RepositoryTag.hidden == False)
           .order_by(RepositoryTag.lifetime_start_ts.desc(), RepositoryTag.name)
           .limit(size + 1)
           .offset(size * (page - 1)))

  if active_tags_only:
    query = _tag_alive(query)

  if specific_tag:
    query = query.where(RepositoryTag.name == specific_tag)

  tags = list(query)
  if not tags:
    return [], {}, False

  manifest_map = get_tag_manifest_digests(tags)
  return tags[0:size], manifest_map, len(tags) > size


def restore_tag_to_manifest(repo_obj, tag_name, manifest_digest):
  """ Restores a tag to a specific manifest digest. """
  with db_transaction():
    # Verify that the manifest digest already existed under this repository under the
    # tag.
    try:
      tag_manifest = (TagManifest
                      .select(TagManifest, RepositoryTag, Image)
                      .join(RepositoryTag)
                      .join(Image)
                      .where(RepositoryTag.repository == repo_obj)
                      .where(RepositoryTag.name == tag_name)
                      .where(TagManifest.digest == manifest_digest)
                      .get())
    except TagManifest.DoesNotExist:
      raise DataModelException('Cannot restore to unknown or invalid digest')

    # Lookup the existing image, if any.
    try:
      existing_image = get_repo_tag_image(repo_obj, tag_name)
    except DataModelException:
      existing_image = None

    # Change the tag manifest to point to the updated image.
    docker_image_id = tag_manifest.tag.image.docker_image_id
    updated_tag = create_or_update_tag_for_repo(repo_obj, tag_name, docker_image_id,
                                                reversion=True)
    tag_manifest.tag = updated_tag
    tag_manifest.save()
    return existing_image


def restore_tag_to_image(repo_obj, tag_name, docker_image_id):
  """ Restores a tag to a specific image ID. """
  with db_transaction():
    # Verify that the image ID already existed under this repository under the
    # tag.
    try:
      (RepositoryTag
       .select()
       .join(Image)
       .where(RepositoryTag.repository == repo_obj)
       .where(RepositoryTag.name == tag_name)
       .where(Image.docker_image_id == docker_image_id)
       .get())
    except RepositoryTag.DoesNotExist:
      raise DataModelException('Cannot restore to unknown or invalid image')

    # Lookup the existing image, if any.
    try:
      existing_image = get_repo_tag_image(repo_obj, tag_name)
    except DataModelException:
      existing_image = None

    create_or_update_tag_for_repo(repo_obj, tag_name, docker_image_id, reversion=True)
    return existing_image


def store_tag_manifest_for_testing(namespace_name, repository_name, tag_name, manifest,
                                   leaf_layer_id, storage_id_map):
  """ Stores a tag manifest for a specific tag name in the database. Returns the TagManifest
      object, as well as a boolean indicating whether the TagManifest was created.
  """
  try:
    repo = _basequery.get_existing_repository(namespace_name, repository_name)
  except Repository.DoesNotExist:
    raise DataModelException('Invalid repository %s/%s' % (namespace_name, repository_name))

  return store_tag_manifest_for_repo(repo.id, tag_name, manifest, leaf_layer_id, storage_id_map)


def store_tag_manifest_for_repo(repository_id, tag_name, manifest, leaf_layer_id, storage_id_map,
                                reversion=False):
  """ Stores a tag manifest for a specific tag name in the database. Returns the TagManifest
      object, as well as a boolean indicating whether the TagManifest was created.
  """
  # Create the tag for the tag manifest.
  tag = create_or_update_tag_for_repo(repository_id, tag_name, leaf_layer_id,
                                      reversion=reversion)

  # Add a tag manifest pointing to that tag.
  try:
    manifest = TagManifest.get(digest=manifest.digest)
    manifest.tag = tag
    manifest.save()
    return manifest, False
  except TagManifest.DoesNotExist:
    return _create_manifest(tag, manifest, storage_id_map), True


def get_active_tag(namespace, repo_name, tag_name):
  return _tag_alive(RepositoryTag
                    .select()
                    .join(Repository)
                    .join(Namespace, on=(Repository.namespace_user == Namespace.id))
                    .where(RepositoryTag.name == tag_name, Repository.name == repo_name,
                           Namespace.username == namespace)).get()

def get_active_tag_for_repo(repo, tag_name):
  try:
    return _tag_alive(RepositoryTag
                      .select(RepositoryTag, Image, ImageStorage)
                      .join(Image)
                      .join(ImageStorage)
                      .where(RepositoryTag.name == tag_name,
                             RepositoryTag.repository == repo,
                             RepositoryTag.hidden == False)).get()
  except RepositoryTag.DoesNotExist:
    return None

def get_possibly_expired_tag(namespace, repo_name, tag_name):
  return (RepositoryTag
          .select()
          .join(Repository)
          .join(Namespace, on=(Repository.namespace_user == Namespace.id))
          .where(RepositoryTag.name == tag_name, Repository.name == repo_name,
                 Namespace.username == namespace)).get()


def associate_generated_tag_manifest(namespace, repo_name, tag_name, manifest, storage_id_map):
  tag = get_active_tag(namespace, repo_name, tag_name)
  try:
    manifest = TagManifest.get(digest=manifest.digest)
    manifest.tag = tag
    manifest.save()
    return manifest, False
  except TagManifest.DoesNotExist:
    return _create_manifest(tag, manifest, storage_id_map), True


def _create_manifest(tag, manifest, storage_id_map):
  storage_ids = set()
  for blob_digest in manifest.blob_digests:
    image_storage_id = storage_id_map.get(blob_digest)
    if image_storage_id is None:
      logger.error('Missing blob for manifest `%s` in: %s', blob_digest, storage_id_map)
      raise DataModelException('Missing blob for manifest `%s`' % blob_digest)

    if image_storage_id in storage_ids:
      continue

    storage_ids.add(image_storage_id)

  manifest_row = populate_manifest(tag.repository, manifest, tag.image, storage_ids)

  with db_transaction():
    tag_manifest = TagManifest.create(tag=tag, digest=manifest.digest, json_data=manifest.bytes)
    TagManifestToManifest.create(tag_manifest=tag_manifest, manifest=manifest_row)
    return tag_manifest


def populate_manifest(repository, manifest, legacy_image, storage_ids):
  """ Populates the rows for the manifest, including its blobs and legacy image. """
  media_type = Manifest.media_type.get_id(manifest.media_type)

  # Check for an existing manifest. If present, return it.
  try:
    return Manifest.get(repository=repository, digest=manifest.digest)
  except Manifest.DoesNotExist:
    pass

  with db_transaction():
    try:
      manifest_row = Manifest.create(digest=manifest.digest, repository=repository,
                                     manifest_bytes=manifest.bytes, media_type=media_type)
    except IntegrityError:
      return Manifest.get(repository=repository, digest=manifest.digest)

    ManifestLegacyImage.create(manifest=manifest_row, repository=repository, image=legacy_image)

    blobs_to_insert = [dict(manifest=manifest_row, repository=repository,
                            blob=storage_id) for storage_id in storage_ids]
    if blobs_to_insert:
      ManifestBlob.insert_many(blobs_to_insert).execute()

    return manifest_row


def get_tag_manifest(tag):
  try:
    return TagManifest.get(tag=tag)
  except TagManifest.DoesNotExist:
    return None


def load_tag_manifest(namespace, repo_name, tag_name):
  try:
    return (_load_repo_manifests(namespace, repo_name)
            .where(RepositoryTag.name == tag_name)
            .get())
  except TagManifest.DoesNotExist:
    msg = 'Manifest not found for tag {0} in repo {1}/{2}'.format(tag_name, namespace, repo_name)
    raise InvalidManifestException(msg)


def delete_manifest_by_digest(namespace, repo_name, digest):
  tag_manifests = list(_load_repo_manifests(namespace, repo_name)
                       .where(TagManifest.digest == digest))

  for tag_manifest in tag_manifests:
    delete_tag(namespace, repo_name, tag_manifest.tag.name)

  return [tag_manifest.tag for tag_manifest in tag_manifests]


def load_manifest_by_digest(namespace, repo_name, digest, allow_dead=False):
  try:
    return (_load_repo_manifests(namespace, repo_name, allow_dead=allow_dead)
            .where(TagManifest.digest == digest)
            .get())
  except TagManifest.DoesNotExist:
    msg = 'Manifest not found with digest {0} in repo {1}/{2}'.format(digest, namespace, repo_name)
    raise InvalidManifestException(msg)


def _load_repo_manifests(namespace, repo_name, allow_dead=False):
  query = (TagManifest
           .select(TagManifest, RepositoryTag)
           .join(RepositoryTag)
           .join(Image)
           .join(Repository)
           .join(Namespace, on=(Namespace.id == Repository.namespace_user))
           .where(Repository.name == repo_name, Namespace.username == namespace))

  if not allow_dead:
    query = _tag_alive(query)

  return query

def change_repository_tag_expiration(namespace_name, repo_name, tag_name, expiration_date):
  """ Changes the expiration of the tag with the given name to the given expiration datetime. If
      the expiration datetime is None, then the tag is marked as not expiring.
  """
  try:
    tag = get_active_tag(namespace_name, repo_name, tag_name)
    return change_tag_expiration(tag, expiration_date)
  except RepositoryTag.DoesNotExist:
    return (None, False)


def change_tag_expiration(tag, expiration_date):
  """ Changes the expiration of the given tag to the given expiration datetime. If
      the expiration datetime is None, then the tag is marked as not expiring.
  """
  end_ts = None
  min_expire_sec = convert_to_timedelta(config.app_config.get('LABELED_EXPIRATION_MINIMUM', '1h'))
  max_expire_sec = convert_to_timedelta(config.app_config.get('LABELED_EXPIRATION_MAXIMUM', '104w'))

  if expiration_date is not None:
    offset = timegm(expiration_date.utctimetuple()) - tag.lifetime_start_ts
    offset = min(max(offset, min_expire_sec.total_seconds()), max_expire_sec.total_seconds())
    end_ts = tag.lifetime_start_ts + offset

  if end_ts == tag.lifetime_end_ts:
    return (None, True)

  # Note: We check not just the ID of the tag but also its lifetime_end_ts, to ensure that it has
  # not changed while we were updatings it expiration.
  result = (RepositoryTag
            .update(lifetime_end_ts=end_ts)
            .where(RepositoryTag.id == tag.id,
                   RepositoryTag.lifetime_end_ts == tag.lifetime_end_ts)
            .execute())

  return (tag.lifetime_end_ts, result > 0)


def find_matching_tag(repo_id, tag_names):
  """ Finds the most recently pushed alive tag in the repository with one of the given names,
      if any.
  """
  try:
    return (_tag_alive(RepositoryTag
                       .select()
                       .where(RepositoryTag.repository == repo_id,
                              RepositoryTag.name << list(tag_names))
                       .order_by(RepositoryTag.lifetime_start_ts.desc()))
            .get())
  except RepositoryTag.DoesNotExist:
    return None


def get_most_recent_tag(repo_id):
  """ Returns the most recently pushed alive tag in the repository, or None if none. """
  try:
    return (_tag_alive(RepositoryTag
                       .select()
                       .where(RepositoryTag.repository == repo_id, RepositoryTag.hidden == False)
                       .order_by(RepositoryTag.lifetime_start_ts.desc()))
            .get())
  except RepositoryTag.DoesNotExist:
    return None