docker-tidy/dockertidy/docker_gc.py

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#!/usr/bin/env python3
"""Remove unused docker containers and images."""
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import argparse
import fnmatch
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import logging
import sys
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from collections import namedtuple
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import dateutil.parser
import docker
import docker.errors
import requests.exceptions
from docker.utils import kwargs_from_env
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from docker_custodian.args import timedelta_type
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log = logging.getLogger(__name__)
# This seems to be something docker uses for a null/zero date
YEAR_ZERO = "0001-01-01T00:00:00Z"
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ExcludeLabel = namedtuple("ExcludeLabel", ["key", "value"])
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def cleanup_containers(
client,
max_container_age,
dry_run,
exclude_container_labels,
):
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all_containers = get_all_containers(client)
filtered_containers = filter_excluded_containers(
all_containers,
exclude_container_labels,
)
for container_summary in reversed(list(filtered_containers)):
container = api_call(
client.inspect_container,
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container=container_summary["Id"],
)
if not container or not should_remove_container(
container,
max_container_age,
):
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continue
log.info("Removing container %s %s %s" % (
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container["Id"][:16],
container.get("Name", "").lstrip("/"),
container["State"]["FinishedAt"]))
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if not dry_run:
api_call(
client.remove_container,
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container=container["Id"],
v=True,
)
def filter_excluded_containers(containers, exclude_container_labels):
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if not exclude_container_labels:
return containers
def include_container(container):
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if should_exclude_container_with_labels(
container,
exclude_container_labels,
):
return False
return True
return filter(include_container, containers)
def should_exclude_container_with_labels(container, exclude_container_labels):
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if container["Labels"]:
for exclude_label in exclude_container_labels:
if exclude_label.value:
matching_keys = fnmatch.filter(
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container["Labels"].keys(),
exclude_label.key,
)
label_values_to_check = [
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container["Labels"][matching_key]
for matching_key in matching_keys
]
if fnmatch.filter(label_values_to_check, exclude_label.value):
return True
else:
if fnmatch.filter(
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container["Labels"].keys(),
exclude_label.key
):
return True
return False
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def should_remove_container(container, min_date):
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state = container.get("State", {})
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if state.get("Running"):
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return False
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if state.get("Ghost"):
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return True
# Container was created, but never started
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if state.get("FinishedAt") == YEAR_ZERO:
created_date = dateutil.parser.parse(container["Created"])
return created_date < min_date
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finished_date = dateutil.parser.parse(state["FinishedAt"])
return finished_date < min_date
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def get_all_containers(client):
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log.info("Getting all containers")
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containers = client.containers(all=True)
log.info("Found %s containers", len(containers))
return containers
def get_all_images(client):
log.info("Getting all images")
images = client.images()
log.info("Found %s images", len(images))
return images
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def get_dangling_volumes(client):
log.info("Getting dangling volumes")
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volumes = client.volumes({"dangling": True})["Volumes"] or []
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log.info("Found %s dangling volumes", len(volumes))
return volumes
def cleanup_images(client, max_image_age, dry_run, exclude_set):
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# re-fetch container list so that we don't include removed containers
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containers = get_all_containers(client)
images = get_all_images(client)
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if docker.utils.compare_version("1.21", client._version) < 0:
image_tags_in_use = {container["Image"] for container in containers}
images = filter_images_in_use(images, image_tags_in_use)
else:
# ImageID field was added in 1.21
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image_ids_in_use = {container["ImageID"] for container in containers}
images = filter_images_in_use_by_id(images, image_ids_in_use)
images = filter_excluded_images(images, exclude_set)
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for image_summary in reversed(list(images)):
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remove_image(client, image_summary, max_image_age, dry_run)
def filter_excluded_images(images, exclude_set):
def include_image(image_summary):
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image_tags = image_summary.get("RepoTags")
if no_image_tags(image_tags):
return True
for exclude_pattern in exclude_set:
if fnmatch.filter(image_tags, exclude_pattern):
return False
return True
return filter(include_image, images)
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def filter_images_in_use(images, image_tags_in_use):
def get_tag_set(image_summary):
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image_tags = image_summary.get("RepoTags")
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if no_image_tags(image_tags):
# The repr of the image Id used by client.containers()
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return set(["%s:latest" % image_summary["Id"][:12]])
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return set(image_tags)
def image_not_in_use(image_summary):
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return not get_tag_set(image_summary) & image_tags_in_use
return filter(image_not_in_use, images)
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def filter_images_in_use_by_id(images, image_ids_in_use):
def image_not_in_use(image_summary):
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return image_summary["Id"] not in image_ids_in_use
return filter(image_not_in_use, images)
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def is_image_old(image, min_date):
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return dateutil.parser.parse(image["Created"]) < min_date
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def no_image_tags(image_tags):
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return not image_tags or image_tags == ["<none>:<none>"]
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def remove_image(client, image_summary, min_date, dry_run):
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image = api_call(client.inspect_image, image=image_summary["Id"])
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if not image or not is_image_old(image, min_date):
return
log.info("Removing image %s" % format_image(image, image_summary))
if dry_run:
return
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image_tags = image_summary.get("RepoTags")
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# If there are no tags, remove the id
if no_image_tags(image_tags):
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api_call(client.remove_image, image=image_summary["Id"])
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return
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# Remove any repository tags so we don't hit 409 Conflict
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for image_tag in image_tags:
api_call(client.remove_image, image=image_tag)
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def remove_volume(client, volume, dry_run):
if not volume:
return
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log.info("Removing volume %s" % volume["Name"])
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if dry_run:
return
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api_call(client.remove_volume, name=volume["Name"])
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def cleanup_volumes(client, dry_run):
dangling_volumes = get_dangling_volumes(client)
for volume in reversed(dangling_volumes):
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log.info("Removing dangling volume %s", volume["Name"])
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remove_volume(client, volume, dry_run)
def api_call(func, **kwargs):
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try:
return func(**kwargs)
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except requests.exceptions.Timeout as e:
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params = ",".join("%s=%s" % item for item in kwargs.items())
log.warn("Failed to call %s %s %s" % (func.__name__, params, e))
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except docker.errors.APIError as ae:
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params = ",".join("%s=%s" % item for item in kwargs.items())
log.warn("Error calling %s %s %s" % (func.__name__, params, ae))
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def format_image(image, image_summary):
def get_tags():
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tags = image_summary.get("RepoTags")
if not tags or tags == ["<none>:<none>"]:
return ""
return ", ".join(tags)
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return "%s %s" % (image["Id"][:16], get_tags())
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def build_exclude_set(image_tags, exclude_file):
exclude_set = set(image_tags or [])
def is_image_tag(line):
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return line and not line.startswith("#")
if exclude_file:
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lines = [line.strip() for line in exclude_file.read().split("\n")]
exclude_set.update(filter(is_image_tag, lines))
return exclude_set
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def format_exclude_labels(exclude_label_args):
exclude_labels = []
for exclude_label_arg in exclude_label_args:
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split_exclude_label = exclude_label_arg.split("=", 1)
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exclude_label_key = split_exclude_label[0]
if len(split_exclude_label) == 2:
exclude_label_value = split_exclude_label[1]
else:
exclude_label_value = None
exclude_labels.append(
ExcludeLabel(
key=exclude_label_key,
value=exclude_label_value,
)
)
return exclude_labels
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def main():
logging.basicConfig(
level=logging.INFO,
format="%(message)s",
stream=sys.stdout)
args = get_args()
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client = docker.APIClient(version="auto",
timeout=args.timeout,
**kwargs_from_env())
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exclude_container_labels = format_exclude_labels(
args.exclude_container_label
)
if args.max_container_age:
cleanup_containers(
client,
args.max_container_age,
args.dry_run,
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exclude_container_labels,
)
if args.max_image_age:
exclude_set = build_exclude_set(
args.exclude_image,
args.exclude_image_file)
cleanup_images(client, args.max_image_age, args.dry_run, exclude_set)
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if args.dangling_volumes:
cleanup_volumes(client, args.dry_run)
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def get_args(args=None):
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parser = argparse.ArgumentParser()
parser.add_argument(
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"--max-container-age",
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type=timedelta_type,
help="Maximum age for a container. Containers older than this age "
"will be removed. Age can be specified in any pytimeparse "
"supported format.")
parser.add_argument(
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"--max-image-age",
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type=timedelta_type,
help="Maxium age for an image. Images older than this age will be "
"removed. Age can be specified in any pytimeparse supported "
"format.")
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parser.add_argument(
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"--dangling-volumes",
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action="store_true",
help="Dangling volumes will be removed.")
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parser.add_argument(
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"--dry-run", action="store_true",
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help="Only log actions, don't remove anything.")
parser.add_argument(
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"-t", "--timeout", type=int, default=60,
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help="HTTP timeout in seconds for making docker API calls.")
parser.add_argument(
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"--exclude-image",
action="append",
help="Never remove images with this tag.")
parser.add_argument(
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"--exclude-image-file",
type=argparse.FileType("r"),
help="Path to a file which contains a list of images to exclude, one "
"image tag per line.")
parser.add_argument(
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"--exclude-container-label",
action="append", type=str, default=[],
help="Never remove containers with this label key or label key=value")
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return parser.parse_args(args=args)
if __name__ == "__main__":
main()