Mini Shell
"""Redis result store backend."""
import time
from contextlib import contextmanager
from functools import partial
from ssl import CERT_NONE, CERT_OPTIONAL, CERT_REQUIRED
from urllib.parse import unquote
from kombu.utils.functional import retry_over_time
from kombu.utils.objects import cached_property
from kombu.utils.url import _parse_url, maybe_sanitize_url
from celery import states
from celery._state import task_join_will_block
from celery.canvas import maybe_signature
from celery.exceptions import BackendStoreError, ChordError, ImproperlyConfigured
from celery.result import GroupResult, allow_join_result
from celery.utils.functional import _regen, dictfilter
from celery.utils.log import get_logger
from celery.utils.time import humanize_seconds
from .asynchronous import AsyncBackendMixin, BaseResultConsumer
from .base import BaseKeyValueStoreBackend
try:
import redis.connection
from kombu.transport.redis import get_redis_error_classes
except ImportError:
redis = None
get_redis_error_classes = None
try:
import redis.sentinel
except ImportError:
pass
__all__ = ('RedisBackend', 'SentinelBackend')
E_REDIS_MISSING = """
You need to install the redis library in order to use \
the Redis result store backend.
"""
E_REDIS_SENTINEL_MISSING = """
You need to install the redis library with support of \
sentinel in order to use the Redis result store backend.
"""
W_REDIS_SSL_CERT_OPTIONAL = """
Setting ssl_cert_reqs=CERT_OPTIONAL when connecting to redis means that \
celery might not validate the identity of the redis broker when connecting. \
This leaves you vulnerable to man in the middle attacks.
"""
W_REDIS_SSL_CERT_NONE = """
Setting ssl_cert_reqs=CERT_NONE when connecting to redis means that celery \
will not validate the identity of the redis broker when connecting. This \
leaves you vulnerable to man in the middle attacks.
"""
E_REDIS_SSL_PARAMS_AND_SCHEME_MISMATCH = """
SSL connection parameters have been provided but the specified URL scheme \
is redis://. A Redis SSL connection URL should use the scheme rediss://.
"""
E_REDIS_SSL_CERT_REQS_MISSING_INVALID = """
A rediss:// URL must have parameter ssl_cert_reqs and this must be set to \
CERT_REQUIRED, CERT_OPTIONAL, or CERT_NONE
"""
E_LOST = 'Connection to Redis lost: Retry (%s/%s) %s.'
E_RETRY_LIMIT_EXCEEDED = """
Retry limit exceeded while trying to reconnect to the Celery redis result \
store backend. The Celery application must be restarted.
"""
logger = get_logger(__name__)
class ResultConsumer(BaseResultConsumer):
_pubsub = None
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self._get_key_for_task = self.backend.get_key_for_task
self._decode_result = self.backend.decode_result
self._ensure = self.backend.ensure
self._connection_errors = self.backend.connection_errors
self.subscribed_to = set()
def on_after_fork(self):
try:
self.backend.client.connection_pool.reset()
if self._pubsub is not None:
self._pubsub.close()
except KeyError as e:
logger.warning(str(e))
super().on_after_fork()
def _reconnect_pubsub(self):
self._pubsub = None
self.backend.client.connection_pool.reset()
# task state might have changed when the connection was down so we
# retrieve meta for all subscribed tasks before going into pubsub mode
if self.subscribed_to:
metas = self.backend.client.mget(self.subscribed_to)
metas = [meta for meta in metas if meta]
for meta in metas:
self.on_state_change(self._decode_result(meta), None)
self._pubsub = self.backend.client.pubsub(
ignore_subscribe_messages=True,
)
# subscribed_to maybe empty after on_state_change
if self.subscribed_to:
self._pubsub.subscribe(*self.subscribed_to)
else:
self._pubsub.connection = self._pubsub.connection_pool.get_connection(
'pubsub', self._pubsub.shard_hint
)
# even if there is nothing to subscribe, we should not lose the callback after connecting.
# The on_connect callback will re-subscribe to any channels we previously subscribed to.
self._pubsub.connection.register_connect_callback(self._pubsub.on_connect)
@contextmanager
def reconnect_on_error(self):
try:
yield
except self._connection_errors:
try:
self._ensure(self._reconnect_pubsub, ())
except self._connection_errors:
logger.critical(E_RETRY_LIMIT_EXCEEDED)
raise
def _maybe_cancel_ready_task(self, meta):
if meta['status'] in states.READY_STATES:
self.cancel_for(meta['task_id'])
def on_state_change(self, meta, message):
super().on_state_change(meta, message)
self._maybe_cancel_ready_task(meta)
def start(self, initial_task_id, **kwargs):
self._pubsub = self.backend.client.pubsub(
ignore_subscribe_messages=True,
)
self._consume_from(initial_task_id)
def on_wait_for_pending(self, result, **kwargs):
for meta in result._iter_meta(**kwargs):
if meta is not None:
self.on_state_change(meta, None)
def stop(self):
if self._pubsub is not None:
self._pubsub.close()
def drain_events(self, timeout=None):
if self._pubsub:
with self.reconnect_on_error():
message = self._pubsub.get_message(timeout=timeout)
if message and message['type'] == 'message':
self.on_state_change(self._decode_result(message['data']), message)
elif timeout:
time.sleep(timeout)
def consume_from(self, task_id):
if self._pubsub is None:
return self.start(task_id)
self._consume_from(task_id)
def _consume_from(self, task_id):
key = self._get_key_for_task(task_id)
if key not in self.subscribed_to:
self.subscribed_to.add(key)
with self.reconnect_on_error():
self._pubsub.subscribe(key)
def cancel_for(self, task_id):
key = self._get_key_for_task(task_id)
self.subscribed_to.discard(key)
if self._pubsub:
with self.reconnect_on_error():
self._pubsub.unsubscribe(key)
class RedisBackend(BaseKeyValueStoreBackend, AsyncBackendMixin):
"""Redis task result store.
It makes use of the following commands:
GET, MGET, DEL, INCRBY, EXPIRE, SET, SETEX
"""
ResultConsumer = ResultConsumer
#: :pypi:`redis` client module.
redis = redis
connection_class_ssl = redis.SSLConnection if redis else None
#: Maximum number of connections in the pool.
max_connections = None
supports_autoexpire = True
supports_native_join = True
#: Maximal length of string value in Redis.
#: 512 MB - https://redis.io/topics/data-types
_MAX_STR_VALUE_SIZE = 536870912
def __init__(self, host=None, port=None, db=None, password=None,
max_connections=None, url=None,
connection_pool=None, **kwargs):
super().__init__(expires_type=int, **kwargs)
_get = self.app.conf.get
if self.redis is None:
raise ImproperlyConfigured(E_REDIS_MISSING.strip())
if host and '://' in host:
url, host = host, None
self.max_connections = (
max_connections or
_get('redis_max_connections') or
self.max_connections)
self._ConnectionPool = connection_pool
socket_timeout = _get('redis_socket_timeout')
socket_connect_timeout = _get('redis_socket_connect_timeout')
retry_on_timeout = _get('redis_retry_on_timeout')
socket_keepalive = _get('redis_socket_keepalive')
health_check_interval = _get('redis_backend_health_check_interval')
self.connparams = {
'host': _get('redis_host') or 'localhost',
'port': _get('redis_port') or 6379,
'db': _get('redis_db') or 0,
'password': _get('redis_password'),
'max_connections': self.max_connections,
'socket_timeout': socket_timeout and float(socket_timeout),
'retry_on_timeout': retry_on_timeout or False,
'socket_connect_timeout':
socket_connect_timeout and float(socket_connect_timeout),
}
username = _get('redis_username')
if username:
# We're extra careful to avoid including this configuration value
# if it wasn't specified since older versions of py-redis
# don't support specifying a username.
# Only Redis>6.0 supports username/password authentication.
# TODO: Include this in connparams' definition once we drop
# support for py-redis<3.4.0.
self.connparams['username'] = username
if health_check_interval:
self.connparams["health_check_interval"] = health_check_interval
# absent in redis.connection.UnixDomainSocketConnection
if socket_keepalive:
self.connparams['socket_keepalive'] = socket_keepalive
# "redis_backend_use_ssl" must be a dict with the keys:
# 'ssl_cert_reqs', 'ssl_ca_certs', 'ssl_certfile', 'ssl_keyfile'
# (the same as "broker_use_ssl")
ssl = _get('redis_backend_use_ssl')
if ssl:
self.connparams.update(ssl)
self.connparams['connection_class'] = self.connection_class_ssl
if url:
self.connparams = self._params_from_url(url, self.connparams)
# If we've received SSL parameters via query string or the
# redis_backend_use_ssl dict, check ssl_cert_reqs is valid. If set
# via query string ssl_cert_reqs will be a string so convert it here
if ('connection_class' in self.connparams and
issubclass(self.connparams['connection_class'], redis.SSLConnection)):
ssl_cert_reqs_missing = 'MISSING'
ssl_string_to_constant = {'CERT_REQUIRED': CERT_REQUIRED,
'CERT_OPTIONAL': CERT_OPTIONAL,
'CERT_NONE': CERT_NONE,
'required': CERT_REQUIRED,
'optional': CERT_OPTIONAL,
'none': CERT_NONE}
ssl_cert_reqs = self.connparams.get('ssl_cert_reqs', ssl_cert_reqs_missing)
ssl_cert_reqs = ssl_string_to_constant.get(ssl_cert_reqs, ssl_cert_reqs)
if ssl_cert_reqs not in ssl_string_to_constant.values():
raise ValueError(E_REDIS_SSL_CERT_REQS_MISSING_INVALID)
if ssl_cert_reqs == CERT_OPTIONAL:
logger.warning(W_REDIS_SSL_CERT_OPTIONAL)
elif ssl_cert_reqs == CERT_NONE:
logger.warning(W_REDIS_SSL_CERT_NONE)
self.connparams['ssl_cert_reqs'] = ssl_cert_reqs
self.url = url
self.connection_errors, self.channel_errors = (
get_redis_error_classes() if get_redis_error_classes
else ((), ()))
self.result_consumer = self.ResultConsumer(
self, self.app, self.accept,
self._pending_results, self._pending_messages,
)
def _params_from_url(self, url, defaults):
scheme, host, port, username, password, path, query = _parse_url(url)
connparams = dict(
defaults, **dictfilter({
'host': host, 'port': port, 'username': username,
'password': password, 'db': query.pop('virtual_host', None)})
)
if scheme == 'socket':
# use 'path' as path to the socket… in this case
# the database number should be given in 'query'
connparams.update({
'connection_class': self.redis.UnixDomainSocketConnection,
'path': '/' + path,
})
# host+port are invalid options when using this connection type.
connparams.pop('host', None)
connparams.pop('port', None)
connparams.pop('socket_connect_timeout')
else:
connparams['db'] = path
ssl_param_keys = ['ssl_ca_certs', 'ssl_certfile', 'ssl_keyfile',
'ssl_cert_reqs']
if scheme == 'redis':
# If connparams or query string contain ssl params, raise error
if (any(key in connparams for key in ssl_param_keys) or
any(key in query for key in ssl_param_keys)):
raise ValueError(E_REDIS_SSL_PARAMS_AND_SCHEME_MISMATCH)
if scheme == 'rediss':
connparams['connection_class'] = redis.SSLConnection
# The following parameters, if present in the URL, are encoded. We
# must add the decoded values to connparams.
for ssl_setting in ssl_param_keys:
ssl_val = query.pop(ssl_setting, None)
if ssl_val:
connparams[ssl_setting] = unquote(ssl_val)
# db may be string and start with / like in kombu.
db = connparams.get('db') or 0
db = db.strip('/') if isinstance(db, str) else db
connparams['db'] = int(db)
for key, value in query.items():
if key in redis.connection.URL_QUERY_ARGUMENT_PARSERS:
query[key] = redis.connection.URL_QUERY_ARGUMENT_PARSERS[key](
value
)
# Query parameters override other parameters
connparams.update(query)
return connparams
@cached_property
def retry_policy(self):
retry_policy = super().retry_policy
if "retry_policy" in self._transport_options:
retry_policy = retry_policy.copy()
retry_policy.update(self._transport_options['retry_policy'])
return retry_policy
def on_task_call(self, producer, task_id):
if not task_join_will_block():
self.result_consumer.consume_from(task_id)
def get(self, key):
return self.client.get(key)
def mget(self, keys):
return self.client.mget(keys)
def ensure(self, fun, args, **policy):
retry_policy = dict(self.retry_policy, **policy)
max_retries = retry_policy.get('max_retries')
return retry_over_time(
fun, self.connection_errors, args, {},
partial(self.on_connection_error, max_retries),
**retry_policy)
def on_connection_error(self, max_retries, exc, intervals, retries):
tts = next(intervals)
logger.error(
E_LOST.strip(),
retries, max_retries or 'Inf', humanize_seconds(tts, 'in '))
return tts
def set(self, key, value, **retry_policy):
if isinstance(value, str) and len(value) > self._MAX_STR_VALUE_SIZE:
raise BackendStoreError('value too large for Redis backend')
return self.ensure(self._set, (key, value), **retry_policy)
def _set(self, key, value):
with self.client.pipeline() as pipe:
if self.expires:
pipe.setex(key, self.expires, value)
else:
pipe.set(key, value)
pipe.publish(key, value)
pipe.execute()
def forget(self, task_id):
super().forget(task_id)
self.result_consumer.cancel_for(task_id)
def delete(self, key):
self.client.delete(key)
def incr(self, key):
return self.client.incr(key)
def expire(self, key, value):
return self.client.expire(key, value)
def add_to_chord(self, group_id, result):
self.client.incr(self.get_key_for_group(group_id, '.t'), 1)
def _unpack_chord_result(self, tup, decode,
EXCEPTION_STATES=states.EXCEPTION_STATES,
PROPAGATE_STATES=states.PROPAGATE_STATES):
_, tid, state, retval = decode(tup)
if state in EXCEPTION_STATES:
retval = self.exception_to_python(retval)
if state in PROPAGATE_STATES:
raise ChordError(f'Dependency {tid} raised {retval!r}')
return retval
def set_chord_size(self, group_id, chord_size):
self.set(self.get_key_for_group(group_id, '.s'), chord_size)
def apply_chord(self, header_result_args, body, **kwargs):
# If any of the child results of this chord are complex (ie. group
# results themselves), we need to save `header_result` to ensure that
# the expected structure is retained when we finish the chord and pass
# the results onward to the body in `on_chord_part_return()`. We don't
# do this is all cases to retain an optimisation in the common case
# where a chord header is comprised of simple result objects.
if not isinstance(header_result_args[1], _regen):
header_result = self.app.GroupResult(*header_result_args)
if any(isinstance(nr, GroupResult) for nr in header_result.results):
header_result.save(backend=self)
@cached_property
def _chord_zset(self):
return self._transport_options.get('result_chord_ordered', True)
@cached_property
def _transport_options(self):
return self.app.conf.get('result_backend_transport_options', {})
def on_chord_part_return(self, request, state, result,
propagate=None, **kwargs):
app = self.app
tid, gid, group_index = request.id, request.group, request.group_index
if not gid or not tid:
return
if group_index is None:
group_index = '+inf'
client = self.client
jkey = self.get_key_for_group(gid, '.j')
tkey = self.get_key_for_group(gid, '.t')
skey = self.get_key_for_group(gid, '.s')
result = self.encode_result(result, state)
encoded = self.encode([1, tid, state, result])
with client.pipeline() as pipe:
pipeline = (
pipe.zadd(jkey, {encoded: group_index}).zcount(jkey, "-inf", "+inf")
if self._chord_zset
else pipe.rpush(jkey, encoded).llen(jkey)
).get(tkey).get(skey)
if self.expires:
pipeline = pipeline \
.expire(jkey, self.expires) \
.expire(tkey, self.expires) \
.expire(skey, self.expires)
_, readycount, totaldiff, chord_size_bytes = pipeline.execute()[:4]
totaldiff = int(totaldiff or 0)
if chord_size_bytes:
try:
callback = maybe_signature(request.chord, app=app)
total = int(chord_size_bytes) + totaldiff
if readycount == total:
header_result = GroupResult.restore(gid)
if header_result is not None:
# If we manage to restore a `GroupResult`, then it must
# have been complex and saved by `apply_chord()` earlier.
#
# Before we can join the `GroupResult`, it needs to be
# manually marked as ready to avoid blocking
header_result.on_ready()
# We'll `join()` it to get the results and ensure they are
# structured as intended rather than the flattened version
# we'd construct without any other information.
join_func = (
header_result.join_native
if header_result.supports_native_join
else header_result.join
)
with allow_join_result():
resl = join_func(
timeout=app.conf.result_chord_join_timeout,
propagate=True
)
else:
# Otherwise simply extract and decode the results we
# stashed along the way, which should be faster for large
# numbers of simple results in the chord header.
decode, unpack = self.decode, self._unpack_chord_result
with client.pipeline() as pipe:
if self._chord_zset:
pipeline = pipe.zrange(jkey, 0, -1)
else:
pipeline = pipe.lrange(jkey, 0, total)
resl, = pipeline.execute()
resl = [unpack(tup, decode) for tup in resl]
try:
callback.delay(resl)
except Exception as exc: # pylint: disable=broad-except
logger.exception(
'Chord callback for %r raised: %r', request.group, exc)
return self.chord_error_from_stack(
callback,
ChordError(f'Callback error: {exc!r}'),
)
finally:
with client.pipeline() as pipe:
pipe \
.delete(jkey) \
.delete(tkey) \
.delete(skey) \
.execute()
except ChordError as exc:
logger.exception('Chord %r raised: %r', request.group, exc)
return self.chord_error_from_stack(callback, exc)
except Exception as exc: # pylint: disable=broad-except
logger.exception('Chord %r raised: %r', request.group, exc)
return self.chord_error_from_stack(
callback,
ChordError(f'Join error: {exc!r}'),
)
def _create_client(self, **params):
return self._get_client()(
connection_pool=self._get_pool(**params),
)
def _get_client(self):
return self.redis.StrictRedis
def _get_pool(self, **params):
return self.ConnectionPool(**params)
@property
def ConnectionPool(self):
if self._ConnectionPool is None:
self._ConnectionPool = self.redis.ConnectionPool
return self._ConnectionPool
@cached_property
def client(self):
return self._create_client(**self.connparams)
def __reduce__(self, args=(), kwargs=None):
kwargs = {} if not kwargs else kwargs
return super().__reduce__(
args, dict(kwargs, expires=self.expires, url=self.url))
if getattr(redis, "sentinel", None):
class SentinelManagedSSLConnection(
redis.sentinel.SentinelManagedConnection,
redis.SSLConnection):
"""Connect to a Redis server using Sentinel + TLS.
Use Sentinel to identify which Redis server is the current master
to connect to and when connecting to the Master server, use an
SSL Connection.
"""
class SentinelBackend(RedisBackend):
"""Redis sentinel task result store."""
# URL looks like `sentinel://0.0.0.0:26347/3;sentinel://0.0.0.0:26348/3`
_SERVER_URI_SEPARATOR = ";"
sentinel = getattr(redis, "sentinel", None)
connection_class_ssl = SentinelManagedSSLConnection if sentinel else None
def __init__(self, *args, **kwargs):
if self.sentinel is None:
raise ImproperlyConfigured(E_REDIS_SENTINEL_MISSING.strip())
super().__init__(*args, **kwargs)
def as_uri(self, include_password=False):
"""Return the server addresses as URIs, sanitizing the password or not."""
# Allow superclass to do work if we don't need to force sanitization
if include_password:
return super().as_uri(
include_password=include_password,
)
# Otherwise we need to ensure that all components get sanitized rather
# by passing them one by one to the `kombu` helper
uri_chunks = (
maybe_sanitize_url(chunk)
for chunk in (self.url or "").split(self._SERVER_URI_SEPARATOR)
)
# Similar to the superclass, strip the trailing slash from URIs with
# all components empty other than the scheme
return self._SERVER_URI_SEPARATOR.join(
uri[:-1] if uri.endswith(":///") else uri
for uri in uri_chunks
)
def _params_from_url(self, url, defaults):
chunks = url.split(self._SERVER_URI_SEPARATOR)
connparams = dict(defaults, hosts=[])
for chunk in chunks:
data = super()._params_from_url(
url=chunk, defaults=defaults)
connparams['hosts'].append(data)
for param in ("host", "port", "db", "password"):
connparams.pop(param)
# Adding db/password in connparams to connect to the correct instance
for param in ("db", "password"):
if connparams['hosts'] and param in connparams['hosts'][0]:
connparams[param] = connparams['hosts'][0].get(param)
return connparams
def _get_sentinel_instance(self, **params):
connparams = params.copy()
hosts = connparams.pop("hosts")
min_other_sentinels = self._transport_options.get("min_other_sentinels", 0)
sentinel_kwargs = self._transport_options.get("sentinel_kwargs", {})
sentinel_instance = self.sentinel.Sentinel(
[(cp['host'], cp['port']) for cp in hosts],
min_other_sentinels=min_other_sentinels,
sentinel_kwargs=sentinel_kwargs,
**connparams)
return sentinel_instance
def _get_pool(self, **params):
sentinel_instance = self._get_sentinel_instance(**params)
master_name = self._transport_options.get("master_name", None)
return sentinel_instance.master_for(
service_name=master_name,
redis_class=self._get_client(),
).connection_pool
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