Source code for google.cloud.datastore.connection

# Copyright 2014 Google Inc.
#
# 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.

"""Connections to Google Cloud Datastore API servers."""

import os

from google.rpc import status_pb2

from google.cloud._helpers import make_insecure_stub
from google.cloud._helpers import make_secure_stub
from google.cloud import connection as connection_module
from google.cloud.environment_vars import DISABLE_GRPC
from google.cloud.environment_vars import GCD_HOST
from google.cloud.exceptions import BadRequest
from google.cloud.exceptions import Conflict
from google.cloud.exceptions import GrpcRendezvous
from google.cloud.exceptions import make_exception
from google.cloud.datastore._generated import datastore_pb2 as _datastore_pb2
try:
    from grpc import StatusCode
    from google.cloud.datastore._generated import datastore_grpc_pb2
except ImportError:  # pragma: NO COVER
    _HAVE_GRPC = False
    datastore_grpc_pb2 = None
    StatusCode = None
else:
    _HAVE_GRPC = True


DATASTORE_API_HOST = 'datastore.googleapis.com'
"""Datastore API request host."""

_DISABLE_GRPC = os.getenv(DISABLE_GRPC, False)
_USE_GRPC = _HAVE_GRPC and not _DISABLE_GRPC


class _DatastoreAPIOverHttp(object):
    """Helper mapping datastore API methods.

    Makes requests to send / receive protobuf content over HTTP/1.1.

    Methods make bare API requests without any helpers for constructing
    the requests or parsing the responses.

    :type connection: :class:`google.cloud.datastore.connection.Connection`
    :param connection: A connection object that contains helpful
                       information for making requests.
    """

    def __init__(self, connection):
        self.connection = connection

    def _request(self, project, method, data):
        """Make a request over the Http transport to the Cloud Datastore API.

        :type project: string
        :param project: The project to make the request for.

        :type method: string
        :param method: The API call method name (ie, ``runQuery``,
                       ``lookup``, etc)

        :type data: string
        :param data: The data to send with the API call.
                     Typically this is a serialized Protobuf string.

        :rtype: string
        :returns: The string response content from the API call.
        :raises: :class:`google.cloud.exceptions.GoogleCloudError` if the
                 response code is not 200 OK.
        """
        headers = {
            'Content-Type': 'application/x-protobuf',
            'Content-Length': str(len(data)),
            'User-Agent': self.connection.USER_AGENT,
        }
        headers, content = self.connection.http.request(
            uri=self.connection.build_api_url(project=project, method=method),
            method='POST', headers=headers, body=data)

        status = headers['status']
        if status != '200':
            error_status = status_pb2.Status.FromString(content)
            raise make_exception(headers, error_status.message, use_json=False)

        return content

    def _rpc(self, project, method, request_pb, response_pb_cls):
        """Make a protobuf RPC request.

        :type project: string
        :param project: The project to connect to. This is
                        usually your project name in the cloud console.

        :type method: string
        :param method: The name of the method to invoke.

        :type request_pb: :class:`google.protobuf.message.Message` instance
        :param request_pb: the protobuf instance representing the request.

        :type response_pb_cls: A :class:`google.protobuf.message.Message`
                               subclass.
        :param response_pb_cls: The class used to unmarshall the response
                                protobuf.

        :rtype: :class:`google.protobuf.message.Message`
        :returns: The RPC message parsed from the response.
        """
        response = self._request(project=project, method=method,
                                 data=request_pb.SerializeToString())
        return response_pb_cls.FromString(response)

    def lookup(self, project, request_pb):
        """Perform a ``lookup`` request.

        :type project: string
        :param project: The project to connect to. This is
                        usually your project name in the cloud console.

        :type request_pb: :class:`._generated.datastore_pb2.LookupRequest`
        :param request_pb: The request protobuf object.

        :rtype: :class:`._generated.datastore_pb2.LookupResponse`
        :returns: The returned protobuf response object.
        """
        return self._rpc(project, 'lookup', request_pb,
                         _datastore_pb2.LookupResponse)

    def run_query(self, project, request_pb):
        """Perform a ``runQuery`` request.

        :type project: string
        :param project: The project to connect to. This is
                        usually your project name in the cloud console.

        :type request_pb: :class:`._generated.datastore_pb2.RunQueryRequest`
        :param request_pb: The request protobuf object.

        :rtype: :class:`._generated.datastore_pb2.RunQueryResponse`
        :returns: The returned protobuf response object.
        """
        return self._rpc(project, 'runQuery', request_pb,
                         _datastore_pb2.RunQueryResponse)

    def begin_transaction(self, project, request_pb):
        """Perform a ``beginTransaction`` request.

        :type project: string
        :param project: The project to connect to. This is
                        usually your project name in the cloud console.

        :type request_pb:
            :class:`._generated.datastore_pb2.BeginTransactionRequest`
        :param request_pb: The request protobuf object.

        :rtype: :class:`._generated.datastore_pb2.BeginTransactionResponse`
        :returns: The returned protobuf response object.
        """
        return self._rpc(project, 'beginTransaction', request_pb,
                         _datastore_pb2.BeginTransactionResponse)

    def commit(self, project, request_pb):
        """Perform a ``commit`` request.

        :type project: string
        :param project: The project to connect to. This is
                        usually your project name in the cloud console.

        :type request_pb: :class:`._generated.datastore_pb2.CommitRequest`
        :param request_pb: The request protobuf object.

        :rtype: :class:`._generated.datastore_pb2.CommitResponse`
        :returns: The returned protobuf response object.
        """
        return self._rpc(project, 'commit', request_pb,
                         _datastore_pb2.CommitResponse)

    def rollback(self, project, request_pb):
        """Perform a ``rollback`` request.

        :type project: string
        :param project: The project to connect to. This is
                        usually your project name in the cloud console.

        :type request_pb: :class:`._generated.datastore_pb2.RollbackRequest`
        :param request_pb: The request protobuf object.

        :rtype: :class:`._generated.datastore_pb2.RollbackResponse`
        :returns: The returned protobuf response object.
        """
        return self._rpc(project, 'rollback', request_pb,
                         _datastore_pb2.RollbackResponse)

    def allocate_ids(self, project, request_pb):
        """Perform an ``allocateIds`` request.

        :type project: string
        :param project: The project to connect to. This is
                        usually your project name in the cloud console.

        :type request_pb: :class:`._generated.datastore_pb2.AllocateIdsRequest`
        :param request_pb: The request protobuf object.

        :rtype: :class:`._generated.datastore_pb2.AllocateIdsResponse`
        :returns: The returned protobuf response object.
        """
        return self._rpc(project, 'allocateIds', request_pb,
                         _datastore_pb2.AllocateIdsResponse)


class _DatastoreAPIOverGRPC(object):
    """Helper mapping datastore API methods.

    Makes requests to send / receive protobuf content over gRPC.

    Methods make bare API requests without any helpers for constructing
    the requests or parsing the responses.

    :type connection: :class:`google.cloud.datastore.connection.Connection`
    :param connection: A connection object that contains helpful
                       information for making requests.

    :type secure: bool
    :param secure: Flag indicating if a secure stub connection is needed.
    """

    def __init__(self, connection, secure):
        if secure:
            self._stub = make_secure_stub(connection.credentials,
                                          connection.USER_AGENT,
                                          datastore_grpc_pb2.DatastoreStub,
                                          connection.host)
        else:
            self._stub = make_insecure_stub(datastore_grpc_pb2.DatastoreStub,
                                            connection.host)

    def lookup(self, project, request_pb):
        """Perform a ``lookup`` request.

        :type project: string
        :param project: The project to connect to. This is
                        usually your project name in the cloud console.

        :type request_pb: :class:`._generated.datastore_pb2.LookupRequest`
        :param request_pb: The request protobuf object.

        :rtype: :class:`._generated.datastore_pb2.LookupResponse`
        :returns: The returned protobuf response object.
        """
        request_pb.project_id = project
        return self._stub.Lookup(request_pb)

    def run_query(self, project, request_pb):
        """Perform a ``runQuery`` request.

        :type project: string
        :param project: The project to connect to. This is
                        usually your project name in the cloud console.

        :type request_pb: :class:`._generated.datastore_pb2.RunQueryRequest`
        :param request_pb: The request protobuf object.

        :rtype: :class:`._generated.datastore_pb2.RunQueryResponse`
        :returns: The returned protobuf response object.
        """
        request_pb.project_id = project
        try:
            return self._stub.RunQuery(request_pb)
        except GrpcRendezvous as exc:
            error_code = exc.code()
            if error_code == StatusCode.INVALID_ARGUMENT:
                raise BadRequest(exc.details())
            raise

    def begin_transaction(self, project, request_pb):
        """Perform a ``beginTransaction`` request.

        :type project: string
        :param project: The project to connect to. This is
                        usually your project name in the cloud console.

        :type request_pb:
            :class:`._generated.datastore_pb2.BeginTransactionRequest`
        :param request_pb: The request protobuf object.

        :rtype: :class:`._generated.datastore_pb2.BeginTransactionResponse`
        :returns: The returned protobuf response object.
        """
        request_pb.project_id = project
        return self._stub.BeginTransaction(request_pb)

    def commit(self, project, request_pb):
        """Perform a ``commit`` request.

        :type project: string
        :param project: The project to connect to. This is
                        usually your project name in the cloud console.

        :type request_pb: :class:`._generated.datastore_pb2.CommitRequest`
        :param request_pb: The request protobuf object.

        :rtype: :class:`._generated.datastore_pb2.CommitResponse`
        :returns: The returned protobuf response object.
        """
        request_pb.project_id = project
        try:
            return self._stub.Commit(request_pb)
        except GrpcRendezvous as exc:
            error_code = exc.code()
            if error_code == StatusCode.ABORTED:
                raise Conflict(exc.details())
            if error_code == StatusCode.INVALID_ARGUMENT:
                raise BadRequest(exc.details())
            raise

    def rollback(self, project, request_pb):
        """Perform a ``rollback`` request.

        :type project: string
        :param project: The project to connect to. This is
                        usually your project name in the cloud console.

        :type request_pb: :class:`._generated.datastore_pb2.RollbackRequest`
        :param request_pb: The request protobuf object.

        :rtype: :class:`._generated.datastore_pb2.RollbackResponse`
        :returns: The returned protobuf response object.
        """
        request_pb.project_id = project
        return self._stub.Rollback(request_pb)

    def allocate_ids(self, project, request_pb):
        """Perform an ``allocateIds`` request.

        :type project: string
        :param project: The project to connect to. This is
                        usually your project name in the cloud console.

        :type request_pb: :class:`._generated.datastore_pb2.AllocateIdsRequest`
        :param request_pb: The request protobuf object.

        :rtype: :class:`._generated.datastore_pb2.AllocateIdsResponse`
        :returns: The returned protobuf response object.
        """
        request_pb.project_id = project
        return self._stub.AllocateIds(request_pb)


[docs]class Connection(connection_module.Connection): """A connection to the Google Cloud Datastore via the Protobuf API. This class should understand only the basic types (and protobufs) in method arguments, however it should be capable of returning advanced types. :type credentials: :class:`oauth2client.client.OAuth2Credentials` :param credentials: The OAuth2 Credentials to use for this connection. :type http: :class:`httplib2.Http` or class that defines ``request()``. :param http: An optional HTTP object to make requests. """ API_BASE_URL = 'https://' + DATASTORE_API_HOST """The base of the API call URL.""" API_VERSION = 'v1' """The version of the API, used in building the API call's URL.""" API_URL_TEMPLATE = ('{api_base}/{api_version}/projects' '/{project}:{method}') """A template for the URL of a particular API call.""" SCOPE = ('https://www.googleapis.com/auth/datastore',) """The scopes required for authenticating as a Cloud Datastore consumer.""" def __init__(self, credentials=None, http=None): super(Connection, self).__init__(credentials=credentials, http=http) try: self.host = os.environ[GCD_HOST] self.api_base_url = 'http://' + self.host secure = False except KeyError: self.host = DATASTORE_API_HOST self.api_base_url = self.__class__.API_BASE_URL secure = True if _USE_GRPC: self._datastore_api = _DatastoreAPIOverGRPC(self, secure=secure) else: self._datastore_api = _DatastoreAPIOverHttp(self)
[docs] def build_api_url(self, project, method, base_url=None, api_version=None): """Construct the URL for a particular API call. This method is used internally to come up with the URL to use when making RPCs to the Cloud Datastore API. :type project: string :param project: The project to connect to. This is usually your project name in the cloud console. :type method: string :param method: The API method to call (e.g. 'runQuery', 'lookup'). :type base_url: string :param base_url: The base URL where the API lives. You shouldn't have to provide this. :type api_version: string :param api_version: The version of the API to connect to. You shouldn't have to provide this. :rtype: str :returns: The API URL created. """ return self.API_URL_TEMPLATE.format( api_base=(base_url or self.api_base_url), api_version=(api_version or self.API_VERSION), project=project, method=method)
[docs] def lookup(self, project, key_pbs, eventual=False, transaction_id=None): """Lookup keys from a project in the Cloud Datastore. Maps the ``DatastoreService.Lookup`` protobuf RPC. This uses mostly protobufs (:class:`google.cloud.datastore._generated.entity_pb2.Key` as input and :class:`google.cloud.datastore._generated.entity_pb2.Entity` as output). It is used under the hood in :meth:`Client.get() <.datastore.client.Client.get>`: >>> from google.cloud import datastore >>> client = datastore.Client(project='project') >>> key = client.key('MyKind', 1234) >>> client.get(key) [<Entity object>] Using a :class:`Connection` directly: >>> connection.lookup('project', [key.to_protobuf()]) [<Entity protobuf>] :type project: string :param project: The project to look up the keys in. :type key_pbs: list of :class:`google.cloud.datastore._generated.entity_pb2.Key` :param key_pbs: The keys to retrieve from the datastore. :type eventual: bool :param eventual: If False (the default), request ``STRONG`` read consistency. If True, request ``EVENTUAL`` read consistency. :type transaction_id: string :param transaction_id: If passed, make the request in the scope of the given transaction. Incompatible with ``eventual==True``. :rtype: tuple :returns: A triple of (``results``, ``missing``, ``deferred``) where both ``results`` and ``missing`` are lists of :class:`google.cloud.datastore._generated.entity_pb2.Entity` and ``deferred`` is a list of :class:`google.cloud.datastore._generated.entity_pb2.Key`. """ lookup_request = _datastore_pb2.LookupRequest() _set_read_options(lookup_request, eventual, transaction_id) _add_keys_to_request(lookup_request.keys, key_pbs) lookup_response = self._datastore_api.lookup(project, lookup_request) results = [result.entity for result in lookup_response.found] missing = [result.entity for result in lookup_response.missing] return results, missing, list(lookup_response.deferred)
[docs] def run_query(self, project, query_pb, namespace=None, eventual=False, transaction_id=None): """Run a query on the Cloud Datastore. Maps the ``DatastoreService.RunQuery`` protobuf RPC. Given a Query protobuf, sends a ``runQuery`` request to the Cloud Datastore API and returns a list of entity protobufs matching the query. You typically wouldn't use this method directly, in favor of the :meth:`google.cloud.datastore.query.Query.fetch` method. Under the hood, the :class:`google.cloud.datastore.query.Query` class uses this method to fetch data. :type project: string :param project: The project over which to run the query. :type query_pb: :class:`.datastore._generated.query_pb2.Query` :param query_pb: The Protobuf representing the query to run. :type namespace: string :param namespace: The namespace over which to run the query. :type eventual: bool :param eventual: If False (the default), request ``STRONG`` read consistency. If True, request ``EVENTUAL`` read consistency. :type transaction_id: string :param transaction_id: If passed, make the request in the scope of the given transaction. Incompatible with ``eventual==True``. :rtype: tuple :returns: Four-tuple containing the entities returned, the end cursor of the query, a ``more_results`` enum and a count of the number of skipped results. """ request = _datastore_pb2.RunQueryRequest() _set_read_options(request, eventual, transaction_id) if namespace: request.partition_id.namespace_id = namespace request.query.CopyFrom(query_pb) response = self._datastore_api.run_query(project, request) return ( [e.entity for e in response.batch.entity_results], response.batch.end_cursor, # Assume response always has cursor. response.batch.more_results, response.batch.skipped_results, )
[docs] def begin_transaction(self, project): """Begin a transaction. Maps the ``DatastoreService.BeginTransaction`` protobuf RPC. :type project: string :param project: The project to which the transaction applies. :rtype: bytes :returns: The serialized transaction that was begun. """ request = _datastore_pb2.BeginTransactionRequest() response = self._datastore_api.begin_transaction(project, request) return response.transaction
[docs] def commit(self, project, request, transaction_id): """Commit mutations in context of current transaction (if any). Maps the ``DatastoreService.Commit`` protobuf RPC. :type project: string :param project: The project to which the transaction applies. :type request: :class:`._generated.datastore_pb2.CommitRequest` :param request: The protobuf with the mutations being committed. :type transaction_id: string or None :param transaction_id: The transaction ID returned from :meth:`begin_transaction`. Non-transactional batches must pass ``None``. .. note:: This method will mutate ``request`` before using it. :rtype: tuple :returns: The pair of the number of index updates and a list of :class:`._generated.entity_pb2.Key` for each incomplete key that was completed in the commit. """ if transaction_id: request.mode = _datastore_pb2.CommitRequest.TRANSACTIONAL request.transaction = transaction_id else: request.mode = _datastore_pb2.CommitRequest.NON_TRANSACTIONAL response = self._datastore_api.commit(project, request) return _parse_commit_response(response)
[docs] def rollback(self, project, transaction_id): """Rollback the connection's existing transaction. Maps the ``DatastoreService.Rollback`` protobuf RPC. :type project: string :param project: The project to which the transaction belongs. :type transaction_id: string :param transaction_id: The transaction ID returned from :meth:`begin_transaction`. """ request = _datastore_pb2.RollbackRequest() request.transaction = transaction_id # Nothing to do with this response, so just execute the method. self._datastore_api.rollback(project, request)
[docs] def allocate_ids(self, project, key_pbs): """Obtain backend-generated IDs for a set of keys. Maps the ``DatastoreService.AllocateIds`` protobuf RPC. :type project: string :param project: The project to which the transaction belongs. :type key_pbs: list of :class:`google.cloud.datastore._generated.entity_pb2.Key` :param key_pbs: The keys for which the backend should allocate IDs. :rtype: list of :class:`.datastore._generated.entity_pb2.Key` :returns: An equal number of keys, with IDs filled in by the backend. """ request = _datastore_pb2.AllocateIdsRequest() _add_keys_to_request(request.keys, key_pbs) # Nothing to do with this response, so just execute the method. response = self._datastore_api.allocate_ids(project, request) return list(response.keys)
def _set_read_options(request, eventual, transaction_id): """Validate rules for read options, and assign to the request. Helper method for ``lookup()`` and ``run_query``. :raises: :class:`ValueError` if ``eventual`` is ``True`` and the ``transaction_id`` is not ``None``. """ if eventual and (transaction_id is not None): raise ValueError('eventual must be False when in a transaction') opts = request.read_options if eventual: opts.read_consistency = _datastore_pb2.ReadOptions.EVENTUAL elif transaction_id: opts.transaction = transaction_id def _add_keys_to_request(request_field_pb, key_pbs): """Add protobuf keys to a request object. :type request_field_pb: `RepeatedCompositeFieldContainer` :param request_field_pb: A repeated proto field that contains keys. :type key_pbs: list of :class:`.datastore._generated.entity_pb2.Key` :param key_pbs: The keys to add to a request. """ for key_pb in key_pbs: request_field_pb.add().CopyFrom(key_pb) def _parse_commit_response(commit_response_pb): """Extract response data from a commit response. :type commit_response_pb: :class:`._generated.datastore_pb2.CommitResponse` :param commit_response_pb: The protobuf response from a commit request. :rtype: tuple :returns: The pair of the number of index updates and a list of :class:`._generated.entity_pb2.Key` for each incomplete key that was completed in the commit. """ mut_results = commit_response_pb.mutation_results index_updates = commit_response_pb.index_updates completed_keys = [mut_result.key for mut_result in mut_results if mut_result.HasField('key')] # Message field (Key) return index_updates, completed_keys