google/api_core/grpc_helpers.py

# Copyright 2017 Google LLC
#
# 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.

"""Helpers for :mod:`grpc`."""

import collections
import functools

import grpc
import pkg_resources

from google.api_core import exceptions
import google.auth
import google.auth.credentials
import google.auth.transport.grpc
import google.auth.transport.requests

try:
    import grpc_gcp

    HAS_GRPC_GCP = True
except ImportError:
    HAS_GRPC_GCP = False

try:
    # google.auth.__version__ was added in 1.26.0
    _GOOGLE_AUTH_VERSION = google.auth.__version__
except AttributeError:
    try:  # try pkg_resources if it is available
        _GOOGLE_AUTH_VERSION = pkg_resources.get_distribution("google-auth").version
    except pkg_resources.DistributionNotFound:  # pragma: NO COVER
        _GOOGLE_AUTH_VERSION = None

# The list of gRPC Callable interfaces that return iterators.
_STREAM_WRAP_CLASSES = (grpc.UnaryStreamMultiCallable, grpc.StreamStreamMultiCallable)


def _patch_callable_name(callable_):
    """Fix-up gRPC callable attributes.

    gRPC callable lack the ``__name__`` attribute which causes
    :func:`functools.wraps` to error. This adds the attribute if needed.
    """
    if not hasattr(callable_, "__name__"):
        callable_.__name__ = callable_.__class__.__name__


def _wrap_unary_errors(callable_):
    """Map errors for Unary-Unary and Stream-Unary gRPC callables."""
    _patch_callable_name(callable_)

    @functools.wraps(callable_)
    def error_remapped_callable(*args, **kwargs):
        try:
            return callable_(*args, **kwargs)
        except grpc.RpcError as exc:
            raise exceptions.from_grpc_error(exc) from exc

    return error_remapped_callable


class _StreamingResponseIterator(grpc.Call):
    def __init__(self, wrapped, prefetch_first_result=True):
        self._wrapped = wrapped

        # This iterator is used in a retry context, and returned outside after init.
        # gRPC will not throw an exception until the stream is consumed, so we need
        # to retrieve the first result, in order to fail, in order to trigger a retry.
        try:
            if prefetch_first_result:
                self._stored_first_result = next(self._wrapped)
        except TypeError:
            # It is possible the wrapped method isn't an iterable (a grpc.Call
            # for instance). If this happens don't store the first result.
            pass
        except StopIteration:
            # ignore stop iteration at this time. This should be handled outside of retry.
            pass

    def __iter__(self):
        """This iterator is also an iterable that returns itself."""
        return self

    def __next__(self):
        """Get the next response from the stream.

        Returns:
            protobuf.Message: A single response from the stream.
        """
        try:
            if hasattr(self, "_stored_first_result"):
                result = self._stored_first_result
                del self._stored_first_result
                return result
            return next(self._wrapped)
        except grpc.RpcError as exc:
            # If the stream has already returned data, we cannot recover here.
            raise exceptions.from_grpc_error(exc) from exc

    # grpc.Call & grpc.RpcContext interface

    def add_callback(self, callback):
        return self._wrapped.add_callback(callback)

    def cancel(self):
        return self._wrapped.cancel()

    def code(self):
        return self._wrapped.code()

    def details(self):
        return self._wrapped.details()

    def initial_metadata(self):
        return self._wrapped.initial_metadata()

    def is_active(self):
        return self._wrapped.is_active()

    def time_remaining(self):
        return self._wrapped.time_remaining()

    def trailing_metadata(self):
        return self._wrapped.trailing_metadata()


def _wrap_stream_errors(callable_):
    """Wrap errors for Unary-Stream and Stream-Stream gRPC callables.

    The callables that return iterators require a bit more logic to re-map
    errors when iterating. This wraps both the initial invocation and the
    iterator of the return value to re-map errors.
    """
    _patch_callable_name(callable_)

    @functools.wraps(callable_)
    def error_remapped_callable(*args, **kwargs):
        try:
            result = callable_(*args, **kwargs)
            # Auto-fetching the first result causes PubSub client's streaming pull
            # to hang when re-opening the stream, thus we need examine the hacky
            # hidden flag to see if pre-fetching is disabled.
            # https://github.com/googleapis/python-pubsub/issues/93#issuecomment-630762257
            prefetch_first = getattr(callable_, "_prefetch_first_result_", True)
            return _StreamingResponseIterator(
                result, prefetch_first_result=prefetch_first
            )
        except grpc.RpcError as exc:
            raise exceptions.from_grpc_error(exc) from exc

    return error_remapped_callable


def wrap_errors(callable_):
    """Wrap a gRPC callable and map :class:`grpc.RpcErrors` to friendly error
    classes.

    Errors raised by the gRPC callable are mapped to the appropriate
    :class:`google.api_core.exceptions.GoogleAPICallError` subclasses.
    The original `grpc.RpcError` (which is usually also a `grpc.Call`) is
    available from the ``response`` property on the mapped exception. This
    is useful for extracting metadata from the original error.

    Args:
        callable_ (Callable): A gRPC callable.

    Returns:
        Callable: The wrapped gRPC callable.
    """
    if isinstance(callable_, _STREAM_WRAP_CLASSES):
        return _wrap_stream_errors(callable_)
    else:
        return _wrap_unary_errors(callable_)


def _create_composite_credentials(
    credentials=None,
    credentials_file=None,
    default_scopes=None,
    scopes=None,
    ssl_credentials=None,
    quota_project_id=None,
    default_host=None,
):
    """Create the composite credentials for secure channels.

    Args:
        credentials (google.auth.credentials.Credentials): The credentials. If
            not specified, then this function will attempt to ascertain the
            credentials from the environment using :func:`google.auth.default`.
        credentials_file (str): A file with credentials that can be loaded with
            :func:`google.auth.load_credentials_from_file`. This argument is
            mutually exclusive with credentials.
        default_scopes (Sequence[str]): A optional list of scopes needed for this
            service. These are only used when credentials are not specified and
            are passed to :func:`google.auth.default`.
        scopes (Sequence[str]): A optional list of scopes needed for this
            service. These are only used when credentials are not specified and
            are passed to :func:`google.auth.default`.
        ssl_credentials (grpc.ChannelCredentials): Optional SSL channel
            credentials. This can be used to specify different certificates.
        quota_project_id (str): An optional project to use for billing and quota.
        default_host (str): The default endpoint. e.g., "pubsub.googleapis.com".

    Returns:
        grpc.ChannelCredentials: The composed channel credentials object.

    Raises:
        google.api_core.DuplicateCredentialArgs: If both a credentials object and credentials_file are passed.
    """
    if credentials and credentials_file:
        raise exceptions.DuplicateCredentialArgs(
            "'credentials' and 'credentials_file' are mutually exclusive."
        )

    if credentials_file:
        credentials, _ = google.auth.load_credentials_from_file(
            credentials_file, scopes=scopes, default_scopes=default_scopes
        )
    elif credentials:
        credentials = google.auth.credentials.with_scopes_if_required(
            credentials, scopes=scopes, default_scopes=default_scopes
        )
    else:
        credentials, _ = google.auth.default(
            scopes=scopes, default_scopes=default_scopes
        )

    if quota_project_id and isinstance(
        credentials, google.auth.credentials.CredentialsWithQuotaProject
    ):
        credentials = credentials.with_quota_project(quota_project_id)

    request = google.auth.transport.requests.Request()

    # Create the metadata plugin for inserting the authorization header.
    metadata_plugin = google.auth.transport.grpc.AuthMetadataPlugin(
        credentials, request, default_host=default_host,
    )

    # Create a set of grpc.CallCredentials using the metadata plugin.
    google_auth_credentials = grpc.metadata_call_credentials(metadata_plugin)

    if ssl_credentials is None:
        ssl_credentials = grpc.ssl_channel_credentials()

    # Combine the ssl credentials and the authorization credentials.
    return grpc.composite_channel_credentials(ssl_credentials, google_auth_credentials)


def create_channel(
    target,
    credentials=None,
    scopes=None,
    ssl_credentials=None,
    credentials_file=None,
    quota_project_id=None,
    default_scopes=None,
    default_host=None,
    **kwargs
):
    """Create a secure channel with credentials.

    Args:
        target (str): The target service address in the format 'hostname:port'.
        credentials (google.auth.credentials.Credentials): The credentials. If
            not specified, then this function will attempt to ascertain the
            credentials from the environment using :func:`google.auth.default`.
        scopes (Sequence[str]): A optional list of scopes needed for this
            service. These are only used when credentials are not specified and
            are passed to :func:`google.auth.default`.
        ssl_credentials (grpc.ChannelCredentials): Optional SSL channel
            credentials. This can be used to specify different certificates.
        credentials_file (str): A file with credentials that can be loaded with
            :func:`google.auth.load_credentials_from_file`. This argument is
            mutually exclusive with credentials.
        quota_project_id (str): An optional project to use for billing and quota.
        default_scopes (Sequence[str]): Default scopes passed by a Google client
            library. Use 'scopes' for user-defined scopes.
        default_host (str): The default endpoint. e.g., "pubsub.googleapis.com".
        kwargs: Additional key-word args passed to
            :func:`grpc_gcp.secure_channel` or :func:`grpc.secure_channel`.

    Returns:
        grpc.Channel: The created channel.

    Raises:
        google.api_core.DuplicateCredentialArgs: If both a credentials object and credentials_file are passed.
    """

    composite_credentials = _create_composite_credentials(
        credentials=credentials,
        credentials_file=credentials_file,
        default_scopes=default_scopes,
        scopes=scopes,
        ssl_credentials=ssl_credentials,
        quota_project_id=quota_project_id,
        default_host=default_host,
    )

    if HAS_GRPC_GCP:
        # If grpc_gcp module is available use grpc_gcp.secure_channel,
        # otherwise, use grpc.secure_channel to create grpc channel.
        return grpc_gcp.secure_channel(target, composite_credentials, **kwargs)
    else:
        return grpc.secure_channel(target, composite_credentials, **kwargs)


_MethodCall = collections.namedtuple(
    "_MethodCall", ("request", "timeout", "metadata", "credentials")
)

_ChannelRequest = collections.namedtuple("_ChannelRequest", ("method", "request"))


class _CallableStub(object):
    """Stub for the grpc.*MultiCallable interfaces."""

    def __init__(self, method, channel):
        self._method = method
        self._channel = channel
        self.response = None
        """Union[protobuf.Message, Callable[protobuf.Message], exception]:
        The response to give when invoking this callable. If this is a
        callable, it will be invoked with the request protobuf. If it's an
        exception, the exception will be raised when this is invoked.
        """
        self.responses = None
        """Iterator[
            Union[protobuf.Message, Callable[protobuf.Message], exception]]:
        An iterator of responses. If specified, self.response will be populated
        on each invocation by calling ``next(self.responses)``."""
        self.requests = []
        """List[protobuf.Message]: All requests sent to this callable."""
        self.calls = []
        """List[Tuple]: All invocations of this callable. Each tuple is the
        request, timeout, metadata, and credentials."""

    def __call__(self, request, timeout=None, metadata=None, credentials=None):
        self._channel.requests.append(_ChannelRequest(self._method, request))
        self.calls.append(_MethodCall(request, timeout, metadata, credentials))
        self.requests.append(request)

        response = self.response
        if self.responses is not None:
            if response is None:
                response = next(self.responses)
            else:
                raise ValueError(
                    "{method}.response and {method}.responses are mutually "
                    "exclusive.".format(method=self._method)
                )

        if callable(response):
            return response(request)

        if isinstance(response, Exception):
            raise response

        if response is not None:
            return response

        raise ValueError('Method stub for "{}" has no response.'.format(self._method))


def _simplify_method_name(method):
    """Simplifies a gRPC method name.

    When gRPC invokes the channel to create a callable, it gives a full
    method name like "/google.pubsub.v1.Publisher/CreateTopic". This
    returns just the name of the method, in this case "CreateTopic".

    Args:
        method (str): The name of the method.

    Returns:
        str: The simplified name of the method.
    """
    return method.rsplit("/", 1).pop()


class ChannelStub(grpc.Channel):
    """A testing stub for the grpc.Channel interface.

    This can be used to test any client that eventually uses a gRPC channel
    to communicate. By passing in a channel stub, you can configure which
    responses are returned and track which requests are made.

    For example:

    .. code-block:: python

        channel_stub = grpc_helpers.ChannelStub()
        client = FooClient(channel=channel_stub)

        channel_stub.GetFoo.response = foo_pb2.Foo(name='bar')

        foo = client.get_foo(labels=['baz'])

        assert foo.name == 'bar'
        assert channel_stub.GetFoo.requests[0].labels = ['baz']

    Each method on the stub can be accessed and configured on the channel.
    Here's some examples of various configurations:

    .. code-block:: python

        # Return a basic response:

        channel_stub.GetFoo.response = foo_pb2.Foo(name='bar')
        assert client.get_foo().name == 'bar'

        # Raise an exception:
        channel_stub.GetFoo.response = NotFound('...')

        with pytest.raises(NotFound):
            client.get_foo()

        # Use a sequence of responses:
        channel_stub.GetFoo.responses = iter([
            foo_pb2.Foo(name='bar'),
            foo_pb2.Foo(name='baz'),
        ])

        assert client.get_foo().name == 'bar'
        assert client.get_foo().name == 'baz'

        # Use a callable

        def on_get_foo(request):
            return foo_pb2.Foo(name='bar' + request.id)

        channel_stub.GetFoo.response = on_get_foo

        assert client.get_foo(id='123').name == 'bar123'
    """

    def __init__(self, responses=[]):
        self.requests = []
        """Sequence[Tuple[str, protobuf.Message]]: A list of all requests made
        on this channel in order. The tuple is of method name, request
        message."""
        self._method_stubs = {}

    def _stub_for_method(self, method):
        method = _simplify_method_name(method)
        self._method_stubs[method] = _CallableStub(method, self)
        return self._method_stubs[method]

    def __getattr__(self, key):
        try:
            return self._method_stubs[key]
        except KeyError:
            raise AttributeError

    def unary_unary(self, method, request_serializer=None, response_deserializer=None):
        """grpc.Channel.unary_unary implementation."""
        return self._stub_for_method(method)

    def unary_stream(self, method, request_serializer=None, response_deserializer=None):
        """grpc.Channel.unary_stream implementation."""
        return self._stub_for_method(method)

    def stream_unary(self, method, request_serializer=None, response_deserializer=None):
        """grpc.Channel.stream_unary implementation."""
        return self._stub_for_method(method)

    def stream_stream(
        self, method, request_serializer=None, response_deserializer=None
    ):
        """grpc.Channel.stream_stream implementation."""
        return self._stub_for_method(method)

    def subscribe(self, callback, try_to_connect=False):
        """grpc.Channel.subscribe implementation."""
        pass

    def unsubscribe(self, callback):
        """grpc.Channel.unsubscribe implementation."""
        pass

    def close(self):
        """grpc.Channel.close implementation."""
        pass