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quay/data/model/image.py
2019-11-12 11:09:47 -05:00

516 lines
19 KiB
Python

import logging
import hashlib
import json
from collections import defaultdict
from datetime import datetime
import dateutil.parser
from peewee import JOIN, IntegrityError, fn
from data.model import (DataModelException, db_transaction, _basequery, storage,
InvalidImageException)
from data.database import (Image, Repository, ImageStoragePlacement, Namespace, ImageStorage,
ImageStorageLocation, RepositoryPermission, DerivedStorageForImage,
ImageStorageTransformation, User)
from util.canonicaljson import canonicalize
logger = logging.getLogger(__name__)
def _namespace_id_for_username(username):
try:
return User.get(username=username).id
except User.DoesNotExist:
return None
def get_image_with_storage(docker_image_id, storage_uuid):
""" Returns the image with the given docker image ID and storage uuid or None if none.
"""
try:
return (Image
.select(Image, ImageStorage)
.join(ImageStorage)
.where(Image.docker_image_id == docker_image_id,
ImageStorage.uuid == storage_uuid)
.get())
except Image.DoesNotExist:
return None
def get_parent_images(namespace_name, repository_name, image_obj):
""" Returns a list of parent Image objects starting with the most recent parent
and ending with the base layer. The images in this query will include the storage.
"""
parents = image_obj.ancestors
# Ancestors are in the format /<root>/<intermediate>/.../<parent>/, with each path section
# containing the database Id of the image row.
parent_db_ids = parents.strip('/').split('/')
if parent_db_ids == ['']:
return []
def filter_to_parents(query):
return query.where(Image.id << parent_db_ids)
parents = _get_repository_images_and_storages(namespace_name, repository_name,
filter_to_parents)
id_to_image = {unicode(image.id): image for image in parents}
try:
return [id_to_image[parent_id] for parent_id in reversed(parent_db_ids)]
except KeyError as ke:
logger.exception('Could not find an expected parent image for image %s', image_obj.id)
raise DataModelException('Unknown parent image')
def get_placements_for_images(images):
""" Returns the placements for the given images, as a map from image storage ID to placements. """
if not images:
return {}
query = (ImageStoragePlacement
.select(ImageStoragePlacement, ImageStorageLocation, ImageStorage)
.join(ImageStorageLocation)
.switch(ImageStoragePlacement)
.join(ImageStorage)
.where(ImageStorage.id << [image.storage_id for image in images]))
placement_map = defaultdict(list)
for placement in query:
placement_map[placement.storage.id].append(placement)
return dict(placement_map)
def get_image_and_placements(namespace_name, repo_name, docker_image_id):
""" Returns the repo image (with a storage object) and storage placements for the image
or (None, None) if non found.
"""
repo_image = get_repo_image_and_storage(namespace_name, repo_name, docker_image_id)
if repo_image is None:
return (None, None)
query = (ImageStoragePlacement
.select(ImageStoragePlacement, ImageStorageLocation)
.join(ImageStorageLocation)
.switch(ImageStoragePlacement)
.join(ImageStorage)
.where(ImageStorage.id == repo_image.storage_id))
return repo_image, list(query)
def get_repo_image(namespace_name, repository_name, docker_image_id):
""" Returns the repository image with the given Docker image ID or None if none.
Does not include the storage object.
"""
def limit_to_image_id(query):
return query.where(Image.docker_image_id == docker_image_id).limit(1)
query = _get_repository_images(namespace_name, repository_name, limit_to_image_id)
try:
return query.get()
except Image.DoesNotExist:
return None
def get_repo_image_and_storage(namespace_name, repository_name, docker_image_id):
""" Returns the repository image with the given Docker image ID or None if none.
Includes the storage object.
"""
def limit_to_image_id(query):
return query.where(Image.docker_image_id == docker_image_id)
images = _get_repository_images_and_storages(namespace_name, repository_name, limit_to_image_id)
if not images:
return None
return images[0]
def get_image_by_id(namespace_name, repository_name, docker_image_id):
""" Returns the repository image with the given Docker image ID or raises if not found.
Includes the storage object.
"""
image = get_repo_image_and_storage(namespace_name, repository_name, docker_image_id)
if not image:
raise InvalidImageException('Unable to find image \'%s\' for repo \'%s/%s\'' %
(docker_image_id, namespace_name, repository_name))
return image
def _get_repository_images_and_storages(namespace_name, repository_name, query_modifier):
query = (Image
.select(Image, ImageStorage)
.join(ImageStorage)
.switch(Image)
.join(Repository)
.join(Namespace, on=(Repository.namespace_user == Namespace.id))
.where(Repository.name == repository_name, Namespace.username == namespace_name))
query = query_modifier(query)
return query
def _get_repository_images(namespace_name, repository_name, query_modifier):
query = (Image
.select()
.join(Repository)
.join(Namespace, on=(Repository.namespace_user == Namespace.id))
.where(Repository.name == repository_name, Namespace.username == namespace_name))
query = query_modifier(query)
return query
def lookup_repository_images(repo, docker_image_ids):
return (Image
.select(Image, ImageStorage)
.join(ImageStorage)
.where(Image.repository == repo, Image.docker_image_id << docker_image_ids))
def get_repository_images_without_placements(repo_obj, with_ancestor=None):
query = (Image
.select(Image, ImageStorage)
.join(ImageStorage)
.where(Image.repository == repo_obj))
if with_ancestor:
ancestors_string = '%s%s/' % (with_ancestor.ancestors, with_ancestor.id)
query = query.where((Image.ancestors ** (ancestors_string + '%')) |
(Image.id == with_ancestor.id))
return query
def get_repository_images(namespace_name, repository_name):
""" Returns all the repository images in the repository. Does not include storage objects. """
return _get_repository_images(namespace_name, repository_name, lambda q: q)
def __translate_ancestry(old_ancestry, translations, repo_obj, username, preferred_location):
if old_ancestry == '/':
return '/'
def translate_id(old_id, docker_image_id):
logger.debug('Translating id: %s', old_id)
if old_id not in translations:
image_in_repo = find_create_or_link_image(docker_image_id, repo_obj, username, translations,
preferred_location)
translations[old_id] = image_in_repo.id
return translations[old_id]
# Select all the ancestor Docker IDs in a single query.
old_ids = [int(id_str) for id_str in old_ancestry.split('/')[1:-1]]
query = Image.select(Image.id, Image.docker_image_id).where(Image.id << old_ids)
old_images = {i.id: i.docker_image_id for i in query}
# Translate the old images into new ones.
new_ids = [str(translate_id(old_id, old_images[old_id])) for old_id in old_ids]
return '/%s/' % '/'.join(new_ids)
def _find_or_link_image(existing_image, repo_obj, username, translations, preferred_location):
with db_transaction():
# Check for an existing image, under the transaction, to make sure it doesn't already exist.
repo_image = get_repo_image(repo_obj.namespace_user.username, repo_obj.name,
existing_image.docker_image_id)
if repo_image:
return repo_image
# Make sure the existing base image still exists.
try:
to_copy = Image.select().join(ImageStorage).where(Image.id == existing_image.id).get()
msg = 'Linking image to existing storage with docker id: %s and uuid: %s'
logger.debug(msg, existing_image.docker_image_id, to_copy.storage.uuid)
new_image_ancestry = __translate_ancestry(to_copy.ancestors, translations, repo_obj,
username, preferred_location)
copied_storage = to_copy.storage
translated_parent_id = None
if new_image_ancestry != '/':
translated_parent_id = int(new_image_ancestry.split('/')[-2])
new_image = Image.create(docker_image_id=existing_image.docker_image_id,
repository=repo_obj,
storage=copied_storage,
ancestors=new_image_ancestry,
command=existing_image.command,
created=existing_image.created,
comment=existing_image.comment,
v1_json_metadata=existing_image.v1_json_metadata,
aggregate_size=existing_image.aggregate_size,
parent=translated_parent_id,
v1_checksum=existing_image.v1_checksum)
logger.debug('Storing translation %s -> %s', existing_image.id, new_image.id)
translations[existing_image.id] = new_image.id
return new_image
except Image.DoesNotExist:
return None
def find_create_or_link_image(docker_image_id, repo_obj, username, translations,
preferred_location):
# First check for the image existing in the repository. If found, we simply return it.
repo_image = get_repo_image(repo_obj.namespace_user.username, repo_obj.name,
docker_image_id)
if repo_image:
return repo_image
# We next check to see if there is an existing storage the new image can link to.
existing_image_query = (Image
.select(Image, ImageStorage)
.distinct()
.join(ImageStorage)
.switch(Image)
.join(Repository)
.join(RepositoryPermission, JOIN.LEFT_OUTER)
.switch(Repository)
.join(Namespace, on=(Repository.namespace_user == Namespace.id))
.where(ImageStorage.uploading == False,
Image.docker_image_id == docker_image_id))
existing_image_query = _basequery.filter_to_repos_for_user(existing_image_query,
_namespace_id_for_username(username))
# If there is an existing image, we try to translate its ancestry and copy its storage.
new_image = None
try:
logger.debug('Looking up existing image for ID: %s', docker_image_id)
existing_image = existing_image_query.get()
logger.debug('Existing image %s found for ID: %s', existing_image.id, docker_image_id)
new_image = _find_or_link_image(existing_image, repo_obj, username, translations,
preferred_location)
if new_image:
return new_image
except Image.DoesNotExist:
logger.debug('No existing image found for ID: %s', docker_image_id)
# Otherwise, create a new storage directly.
with db_transaction():
# Final check for an existing image, under the transaction.
repo_image = get_repo_image(repo_obj.namespace_user.username, repo_obj.name,
docker_image_id)
if repo_image:
return repo_image
logger.debug('Creating new storage for docker id: %s', docker_image_id)
new_storage = storage.create_v1_storage(preferred_location)
return Image.create(docker_image_id=docker_image_id,
repository=repo_obj, storage=new_storage,
ancestors='/')
def set_image_metadata(docker_image_id, namespace_name, repository_name, created_date_str, comment,
command, v1_json_metadata, parent=None):
""" Sets metadata that is specific to how a binary piece of storage fits into the layer tree.
"""
with db_transaction():
try:
fetched = (Image
.select(Image, ImageStorage)
.join(Repository)
.join(Namespace, on=(Repository.namespace_user == Namespace.id))
.switch(Image)
.join(ImageStorage)
.where(Repository.name == repository_name, Namespace.username == namespace_name,
Image.docker_image_id == docker_image_id)
.get())
except Image.DoesNotExist:
raise DataModelException('No image with specified id and repository')
fetched.created = datetime.now()
if created_date_str is not None:
try:
fetched.created = dateutil.parser.parse(created_date_str).replace(tzinfo=None)
except:
# parse raises different exceptions, so we cannot use a specific kind of handler here.
pass
# We cleanup any old checksum in case it's a retry after a fail
fetched.v1_checksum = None
fetched.comment = comment
fetched.command = command
fetched.v1_json_metadata = v1_json_metadata
if parent:
fetched.ancestors = '%s%s/' % (parent.ancestors, parent.id)
fetched.parent = parent
fetched.save()
return fetched
def get_image(repo, docker_image_id):
try:
return (Image
.select(Image, ImageStorage)
.join(ImageStorage)
.where(Image.docker_image_id == docker_image_id, Image.repository == repo)
.get())
except Image.DoesNotExist:
return None
def get_image_by_db_id(id):
try:
return Image.get(id=id)
except Image.DoesNotExist:
return None
def synthesize_v1_image(repo, image_storage_id, storage_image_size, docker_image_id,
created_date_str, comment, command, v1_json_metadata, parent_image=None):
""" Find an existing image with this docker image id, and if none exists, write one with the
specified metadata.
"""
ancestors = '/'
if parent_image is not None:
ancestors = '{0}{1}/'.format(parent_image.ancestors, parent_image.id)
created = None
if created_date_str is not None:
try:
created = dateutil.parser.parse(created_date_str).replace(tzinfo=None)
except:
# parse raises different exceptions, so we cannot use a specific kind of handler here.
pass
# Get the aggregate size for the image.
aggregate_size = _basequery.calculate_image_aggregate_size(ancestors, storage_image_size,
parent_image)
try:
return Image.create(docker_image_id=docker_image_id, ancestors=ancestors, comment=comment,
command=command, v1_json_metadata=v1_json_metadata, created=created,
storage=image_storage_id, repository=repo, parent=parent_image,
aggregate_size=aggregate_size)
except IntegrityError:
return Image.get(docker_image_id=docker_image_id, repository=repo)
def ensure_image_locations(*names):
with db_transaction():
locations = ImageStorageLocation.select().where(ImageStorageLocation.name << names)
insert_names = list(names)
for location in locations:
insert_names.remove(location.name)
if not insert_names:
return
data = [{'name': name} for name in insert_names]
ImageStorageLocation.insert_many(data).execute()
def get_max_id_for_sec_scan():
""" Gets the maximum id for a clair sec scan """
return Image.select(fn.Max(Image.id)).scalar()
def get_min_id_for_sec_scan(version):
""" Gets the minimum id for a clair sec scan """
return (Image
.select(fn.Min(Image.id))
.where(Image.security_indexed_engine < version)
.scalar())
def total_image_count():
""" Returns the total number of images in DB """
return Image.select().count()
def get_image_pk_field():
""" Returns the primary key for Image DB model """
return Image.id
def get_images_eligible_for_scan(clair_version):
""" Returns a query that gives all images eligible for a clair scan """
return (get_image_with_storage_and_parent_base()
.where(Image.security_indexed_engine < clair_version)
.where(ImageStorage.uploading == False))
def get_image_with_storage_and_parent_base():
Parent = Image.alias()
ParentImageStorage = ImageStorage.alias()
return (Image
.select(Image, ImageStorage, Parent, ParentImageStorage)
.join(ImageStorage)
.switch(Image)
.join(Parent, JOIN.LEFT_OUTER, on=(Image.parent == Parent.id))
.join(ParentImageStorage, JOIN.LEFT_OUTER, on=(ParentImageStorage.id == Parent.storage)))
def set_secscan_status(image, indexed, version):
return (Image
.update(security_indexed=indexed, security_indexed_engine=version)
.where(Image.id == image.id)
.where((Image.security_indexed_engine != version) | (Image.security_indexed != indexed))
.execute()) != 0
def _get_uniqueness_hash(varying_metadata):
if not varying_metadata:
return None
return hashlib.sha256(json.dumps(canonicalize(varying_metadata))).hexdigest()
def find_or_create_derived_storage(source_image, transformation_name, preferred_location,
varying_metadata=None):
existing = find_derived_storage_for_image(source_image, transformation_name, varying_metadata)
if existing is not None:
return existing
uniqueness_hash = _get_uniqueness_hash(varying_metadata)
trans = ImageStorageTransformation.get(name=transformation_name)
new_storage = storage.create_v1_storage(preferred_location)
try:
derived = DerivedStorageForImage.create(source_image=source_image, derivative=new_storage,
transformation=trans, uniqueness_hash=uniqueness_hash)
except IntegrityError:
# Storage was created while this method executed. Just return the existing.
ImageStoragePlacement.delete().where(ImageStoragePlacement.storage == new_storage).execute()
new_storage.delete_instance()
return find_derived_storage_for_image(source_image, transformation_name, varying_metadata)
return derived
def find_derived_storage_for_image(source_image, transformation_name, varying_metadata=None):
uniqueness_hash = _get_uniqueness_hash(varying_metadata)
try:
found = (DerivedStorageForImage
.select(ImageStorage, DerivedStorageForImage)
.join(ImageStorage)
.switch(DerivedStorageForImage)
.join(ImageStorageTransformation)
.where(DerivedStorageForImage.source_image == source_image,
ImageStorageTransformation.name == transformation_name,
DerivedStorageForImage.uniqueness_hash == uniqueness_hash)
.get())
return found
except DerivedStorageForImage.DoesNotExist:
return None
def delete_derived_storage(derived_storage):
derived_storage.derivative.delete_instance(recursive=True)