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client.py
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client.py
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# Copyright 2019, Google LLC All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from __future__ import absolute_import
import os
import pkg_resources
import grpc
from google.api_core import grpc_helpers
from google.auth.credentials import AnonymousCredentials
from google.oauth2 import service_account
from google.cloud.pubsub_v1 import _gapic
from google.cloud.pubsub_v1 import types
from google.cloud.pubsub_v1.subscriber import futures
from google.cloud.pubsub_v1.subscriber._protocol import streaming_pull_manager
from google.pubsub_v1.services.subscriber import client as subscriber_client
from google.pubsub_v1.services.subscriber.transports import (
grpc as subscriber_grpc_transport,
)
__version__ = pkg_resources.get_distribution("google-cloud-pubsub").version
_BLACKLISTED_METHODS = (
"publish",
"from_service_account_file",
"from_service_account_json",
)
@_gapic.add_methods(subscriber_client.SubscriberClient, blacklist=_BLACKLISTED_METHODS)
class Client(object):
"""A subscriber client for Google Cloud Pub/Sub.
This creates an object that is capable of subscribing to messages.
Generally, you can instantiate this client with no arguments, and you
get sensible defaults.
Args:
kwargs (dict): Any additional arguments provided are sent as keyword
keyword arguments to the underlying
:class:`~google.cloud.pubsub_v1.gapic.subscriber_client.SubscriberClient`.
Generally you should not need to set additional keyword
arguments. Optionally, regional endpoints can be set via
``client_options`` that takes a single key-value pair that
defines the endpoint.
Example:
.. code-block:: python
from google.cloud import pubsub_v1
subscriber_client = pubsub_v1.SubscriberClient(
# Optional
client_options = {
"api_endpoint": REGIONAL_ENDPOINT
}
)
"""
def __init__(self, **kwargs):
# Sanity check: Is our goal to use the emulator?
# If so, create a grpc insecure channel with the emulator host
# as the target.
if os.environ.get("PUBSUB_EMULATOR_HOST"):
kwargs["channel"] = grpc.insecure_channel(
target=os.environ.get("PUBSUB_EMULATOR_HOST")
)
kwargs["credentials"] = AnonymousCredentials()
# The GAPIC client has mTLS logic to determine the api endpoint and the
# ssl credentials to use. Here we create a GAPIC client to help compute the
# api endpoint and ssl credentials. The api endpoint will be used to set
# `self._target`, and ssl credentials will be passed to
# `grpc_helpers.create_channel` to establish a mTLS channel (if ssl
# credentials is not None).
client_options = kwargs.get("client_options", None)
credentials = kwargs.get("credentials", None)
client_for_mtls_info = subscriber_client.SubscriberClient(
credentials=credentials, client_options=client_options
)
self._target = client_for_mtls_info._transport._host
# Use a custom channel.
# We need this in order to set appropriate default message size and
# keepalive options.
if "transport" not in kwargs:
channel = kwargs.pop("channel", None)
if channel is None:
channel = grpc_helpers.create_channel(
credentials=kwargs.pop("credentials", None),
target=self.target,
ssl_credentials=client_for_mtls_info._transport._ssl_channel_credentials,
scopes=subscriber_client.SubscriberClient._DEFAULT_SCOPES,
options={
"grpc.max_send_message_length": -1,
"grpc.max_receive_message_length": -1,
"grpc.keepalive_time_ms": 30000,
}.items(),
)
# cannot pass both 'channel' and 'credentials'
kwargs.pop("credentials", None)
transport = subscriber_grpc_transport.SubscriberGrpcTransport(
channel=channel
)
kwargs["transport"] = transport
# Add the metrics headers, and instantiate the underlying GAPIC
# client.
self._api = subscriber_client.SubscriberClient(**kwargs)
@classmethod
def from_service_account_file(cls, filename, **kwargs):
"""Creates an instance of this client using the provided credentials
file.
Args:
filename (str): The path to the service account private key json
file.
kwargs: Additional arguments to pass to the constructor.
Returns:
A Subscriber :class:`~google.cloud.pubsub_v1.subscriber.client.Client`
instance that is the constructed client.
"""
credentials = service_account.Credentials.from_service_account_file(filename)
kwargs["credentials"] = credentials
return cls(**kwargs)
from_service_account_json = from_service_account_file
@property
def target(self):
"""Return the target (where the API is).
Returns:
str: The location of the API.
"""
return self._target
@property
def api(self):
"""The underlying gapic API client."""
return self._api
def subscribe(
self,
subscription,
callback,
flow_control=(),
scheduler=None,
use_legacy_flow_control=False,
):
"""Asynchronously start receiving messages on a given subscription.
This method starts a background thread to begin pulling messages from
a Pub/Sub subscription and scheduling them to be processed using the
provided ``callback``.
The ``callback`` will be called with an individual
:class:`google.cloud.pubsub_v1.subscriber.message.Message`. It is the
responsibility of the callback to either call ``ack()`` or ``nack()``
on the message when it finished processing. If an exception occurs in
the callback during processing, the exception is logged and the message
is ``nack()`` ed.
The ``flow_control`` argument can be used to control the rate of at
which messages are pulled. The settings are relatively conservative by
default to prevent "message hoarding" - a situation where the client
pulls a large number of messages but can not process them fast enough
leading it to "starve" other clients of messages. Increasing these
settings may lead to faster throughput for messages that do not take
a long time to process.
The ``use_legacy_flow_control`` argument disables enforcing flow control
settings at the Cloud PubSub server and uses the less accurate method of
only enforcing flow control at the client side.
This method starts the receiver in the background and returns a
*Future* representing its execution. Waiting on the future (calling
``result()``) will block forever or until a non-recoverable error
is encountered (such as loss of network connectivity). Cancelling the
future will signal the process to shutdown gracefully and exit.
.. note:: This uses Pub/Sub's *streaming pull* feature. This feature
properties that may be surprising. Please take a look at
https://cloud.google.com/pubsub/docs/pull#streamingpull for
more details on how streaming pull behaves compared to the
synchronous pull method.
Example:
.. code-block:: python
from google.cloud import pubsub_v1
subscriber_client = pubsub_v1.SubscriberClient()
# existing subscription
subscription = subscriber_client.subscription_path(
'my-project-id', 'my-subscription')
def callback(message):
print(message)
message.ack()
future = subscriber_client.subscribe(
subscription, callback)
try:
future.result()
except KeyboardInterrupt:
future.cancel()
Args:
subscription (str): The name of the subscription. The
subscription should have already been created (for example,
by using :meth:`create_subscription`).
callback (Callable[~google.cloud.pubsub_v1.subscriber.message.Message]):
The callback function. This function receives the message as
its only argument and will be called from a different thread/
process depending on the scheduling strategy.
flow_control (~google.cloud.pubsub_v1.types.FlowControl): The flow control
settings. Use this to prevent situations where you are
inundated with too many messages at once.
scheduler (~google.cloud.pubsub_v1.subscriber.scheduler.Scheduler): An optional
*scheduler* to use when executing the callback. This controls
how callbacks are executed concurrently. This object must not be shared
across multiple SubscriberClients.
Returns:
A :class:`~google.cloud.pubsub_v1.subscriber.futures.StreamingPullFuture`
instance that can be used to manage the background stream.
"""
flow_control = types.FlowControl(*flow_control)
manager = streaming_pull_manager.StreamingPullManager(
self,
subscription,
flow_control=flow_control,
scheduler=scheduler,
use_legacy_flow_control=use_legacy_flow_control,
)
future = futures.StreamingPullFuture(manager)
manager.open(callback=callback, on_callback_error=future.set_exception)
return future
def close(self):
"""Close the underlying channel to release socket resources.
After a channel has been closed, the client instance cannot be used
anymore.
This method is idempotent.
"""
self.api._transport.grpc_channel.close()
def __enter__(self):
return self
def __exit__(self, exc_type, exc_val, exc_tb):
self.close()