Vehicle-Anti-Theft-Face-Rec.../venv/Lib/site-packages/gcloud/bigtable/client.py

480 lines
18 KiB
Python

# Copyright 2015 Google Inc. 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.
"""Parent client for calling the Google Cloud Bigtable API.
This is the base from which all interactions with the API occur.
In the hierarchy of API concepts
* a :class:`Client` owns a :class:`.Instance`
* a :class:`.Instance` owns a :class:`Table <gcloud.bigtable.table.Table>`
* a :class:`Table <gcloud.bigtable.table.Table>` owns a
:class:`ColumnFamily <.column_family.ColumnFamily>`
* a :class:`Table <gcloud.bigtable.table.Table>` owns a :class:`Row <.row.Row>`
(and all the cells in the row)
"""
from pkg_resources import get_distribution
from grpc.beta import implementations
from gcloud.bigtable._generated_v2 import (
bigtable_instance_admin_pb2 as instance_admin_v2_pb2)
# V1 table admin service
from gcloud.bigtable._generated_v2 import (
bigtable_table_admin_pb2 as table_admin_v2_pb2)
# V1 data service
from gcloud.bigtable._generated_v2 import (
bigtable_pb2 as data_v2_pb2)
from gcloud.bigtable._generated_v2 import (
operations_grpc_pb2 as operations_grpc_v2_pb2)
from gcloud.bigtable.cluster import DEFAULT_SERVE_NODES
from gcloud.bigtable.instance import Instance
from gcloud.bigtable.instance import _EXISTING_INSTANCE_LOCATION_ID
from gcloud.client import _ClientFactoryMixin
from gcloud.client import _ClientProjectMixin
from gcloud.credentials import get_credentials
TABLE_STUB_FACTORY_V2 = (
table_admin_v2_pb2.beta_create_BigtableTableAdmin_stub)
TABLE_ADMIN_HOST_V2 = 'bigtableadmin.googleapis.com'
"""Table Admin API request host."""
TABLE_ADMIN_PORT_V2 = 443
"""Table Admin API request port."""
INSTANCE_STUB_FACTORY_V2 = (
instance_admin_v2_pb2.beta_create_BigtableInstanceAdmin_stub)
INSTANCE_ADMIN_HOST_V2 = 'bigtableadmin.googleapis.com'
"""Cluster Admin API request host."""
INSTANCE_ADMIN_PORT_V2 = 443
"""Cluster Admin API request port."""
DATA_STUB_FACTORY_V2 = data_v2_pb2.beta_create_Bigtable_stub
DATA_API_HOST_V2 = 'bigtable.googleapis.com'
"""Data API request host."""
DATA_API_PORT_V2 = 443
"""Data API request port."""
OPERATIONS_STUB_FACTORY_V2 = operations_grpc_v2_pb2.beta_create_Operations_stub
OPERATIONS_API_HOST_V2 = INSTANCE_ADMIN_HOST_V2
OPERATIONS_API_PORT_V2 = INSTANCE_ADMIN_PORT_V2
ADMIN_SCOPE = 'https://www.googleapis.com/auth/bigtable.admin'
"""Scope for interacting with the Cluster Admin and Table Admin APIs."""
DATA_SCOPE = 'https://www.googleapis.com/auth/bigtable.data'
"""Scope for reading and writing table data."""
READ_ONLY_SCOPE = 'https://www.googleapis.com/auth/bigtable.data.readonly'
"""Scope for reading table data."""
DEFAULT_TIMEOUT_SECONDS = 10
"""The default timeout to use for API requests."""
DEFAULT_USER_AGENT = 'gcloud-python/{0}'.format(
get_distribution('gcloud').version)
"""The default user agent for API requests."""
class Client(_ClientFactoryMixin, _ClientProjectMixin):
"""Client for interacting with Google Cloud Bigtable API.
.. note::
Since the Cloud Bigtable API requires the gRPC transport, no
``http`` argument is accepted by this class.
:type project: :class:`str` or :func:`unicode <unicode>`
:param project: (Optional) The ID of the project which owns the
instances, tables and data. If not provided, will
attempt to determine from the environment.
:type credentials:
:class:`OAuth2Credentials <oauth2client.client.OAuth2Credentials>` or
:data:`NoneType <types.NoneType>`
:param credentials: (Optional) The OAuth2 Credentials to use for this
client. If not provided, defaults to the Google
Application Default Credentials.
:type read_only: bool
:param read_only: (Optional) Boolean indicating if the data scope should be
for reading only (or for writing as well). Defaults to
:data:`False`.
:type admin: bool
:param admin: (Optional) Boolean indicating if the client will be used to
interact with the Instance Admin or Table Admin APIs. This
requires the :const:`ADMIN_SCOPE`. Defaults to :data:`False`.
:type user_agent: str
:param user_agent: (Optional) The user agent to be used with API request.
Defaults to :const:`DEFAULT_USER_AGENT`.
:type timeout_seconds: int
:param timeout_seconds: Number of seconds for request time-out. If not
passed, defaults to
:const:`DEFAULT_TIMEOUT_SECONDS`.
:raises: :class:`ValueError <exceptions.ValueError>` if both ``read_only``
and ``admin`` are :data:`True`
"""
def __init__(self, project=None, credentials=None,
read_only=False, admin=False, user_agent=DEFAULT_USER_AGENT,
timeout_seconds=DEFAULT_TIMEOUT_SECONDS):
_ClientProjectMixin.__init__(self, project=project)
if credentials is None:
credentials = get_credentials()
if read_only and admin:
raise ValueError('A read-only client cannot also perform'
'administrative actions.')
scopes = []
if read_only:
scopes.append(READ_ONLY_SCOPE)
else:
scopes.append(DATA_SCOPE)
if admin:
scopes.append(ADMIN_SCOPE)
self._admin = bool(admin)
try:
credentials = credentials.create_scoped(scopes)
except AttributeError:
pass
self._credentials = credentials
self.user_agent = user_agent
self.timeout_seconds = timeout_seconds
# These will be set in start().
self._data_stub_internal = None
self._instance_stub_internal = None
self._operations_stub_internal = None
self._table_stub_internal = None
def copy(self):
"""Make a copy of this client.
Copies the local data stored as simple types but does not copy the
current state of any open connections with the Cloud Bigtable API.
:rtype: :class:`.Client`
:returns: A copy of the current client.
"""
credentials = self._credentials
copied_creds = credentials.create_scoped(credentials.scopes)
return self.__class__(
self.project,
copied_creds,
READ_ONLY_SCOPE in copied_creds.scopes,
self._admin,
self.user_agent,
self.timeout_seconds,
)
@property
def credentials(self):
"""Getter for client's credentials.
:rtype:
:class:`OAuth2Credentials <oauth2client.client.OAuth2Credentials>`
:returns: The credentials stored on the client.
"""
return self._credentials
@property
def project_name(self):
"""Project name to be used with Instance Admin API.
.. note::
This property will not change if ``project`` does not, but the
return value is not cached.
The project name is of the form
``"projects/{project}"``
:rtype: str
:returns: The project name to be used with the Cloud Bigtable Admin
API RPC service.
"""
return 'projects/' + self.project
@property
def _data_stub(self):
"""Getter for the gRPC stub used for the Data API.
:rtype: :class:`grpc.beta._stub._AutoIntermediary`
:returns: A gRPC stub object.
:raises: :class:`ValueError <exceptions.ValueError>` if the current
client has not been :meth:`start`-ed.
"""
if self._data_stub_internal is None:
raise ValueError('Client has not been started.')
return self._data_stub_internal
@property
def _instance_stub(self):
"""Getter for the gRPC stub used for the Instance Admin API.
:rtype: :class:`grpc.beta._stub._AutoIntermediary`
:returns: A gRPC stub object.
:raises: :class:`ValueError <exceptions.ValueError>` if the current
client is not an admin client or if it has not been
:meth:`start`-ed.
"""
if not self._admin:
raise ValueError('Client is not an admin client.')
if self._instance_stub_internal is None:
raise ValueError('Client has not been started.')
return self._instance_stub_internal
@property
def _operations_stub(self):
"""Getter for the gRPC stub used for the Operations API.
:rtype: :class:`grpc.beta._stub._AutoIntermediary`
:returns: A gRPC stub object.
:raises: :class:`ValueError <exceptions.ValueError>` if the current
client is not an admin client or if it has not been
:meth:`start`-ed.
"""
if not self._admin:
raise ValueError('Client is not an admin client.')
if self._operations_stub_internal is None:
raise ValueError('Client has not been started.')
return self._operations_stub_internal
@property
def _table_stub(self):
"""Getter for the gRPC stub used for the Table Admin API.
:rtype: :class:`grpc.beta._stub._AutoIntermediary`
:returns: A gRPC stub object.
:raises: :class:`ValueError <exceptions.ValueError>` if the current
client is not an admin client or if it has not been
:meth:`start`-ed.
"""
if not self._admin:
raise ValueError('Client is not an admin client.')
if self._table_stub_internal is None:
raise ValueError('Client has not been started.')
return self._table_stub_internal
def _make_data_stub(self):
"""Creates gRPC stub to make requests to the Data API.
:rtype: :class:`grpc.beta._stub._AutoIntermediary`
:returns: A gRPC stub object.
"""
return _make_stub(self, DATA_STUB_FACTORY_V2,
DATA_API_HOST_V2, DATA_API_PORT_V2)
def _make_instance_stub(self):
"""Creates gRPC stub to make requests to the Instance Admin API.
:rtype: :class:`grpc.beta._stub._AutoIntermediary`
:returns: A gRPC stub object.
"""
return _make_stub(self, INSTANCE_STUB_FACTORY_V2,
INSTANCE_ADMIN_HOST_V2, INSTANCE_ADMIN_PORT_V2)
def _make_operations_stub(self):
"""Creates gRPC stub to make requests to the Operations API.
These are for long-running operations of the Instance Admin API,
hence the host and port matching.
:rtype: :class:`grpc.beta._stub._AutoIntermediary`
:returns: A gRPC stub object.
"""
return _make_stub(self, OPERATIONS_STUB_FACTORY_V2,
OPERATIONS_API_HOST_V2, OPERATIONS_API_PORT_V2)
def _make_table_stub(self):
"""Creates gRPC stub to make requests to the Table Admin API.
:rtype: :class:`grpc.beta._stub._AutoIntermediary`
:returns: A gRPC stub object.
"""
return _make_stub(self, TABLE_STUB_FACTORY_V2,
TABLE_ADMIN_HOST_V2, TABLE_ADMIN_PORT_V2)
def is_started(self):
"""Check if the client has been started.
:rtype: bool
:returns: Boolean indicating if the client has been started.
"""
return self._data_stub_internal is not None
def start(self):
"""Prepare the client to make requests.
Activates gRPC contexts for making requests to the Bigtable
Service(s).
"""
if self.is_started():
return
# NOTE: We __enter__ the stubs more-or-less permanently. This is
# because only after entering the context managers is the
# connection created. We don't want to immediately close
# those connections since the client will make many
# requests with it over HTTP/2.
self._data_stub_internal = self._make_data_stub()
self._data_stub_internal.__enter__()
if self._admin:
self._instance_stub_internal = self._make_instance_stub()
self._operations_stub_internal = self._make_operations_stub()
self._table_stub_internal = self._make_table_stub()
self._instance_stub_internal.__enter__()
self._operations_stub_internal.__enter__()
self._table_stub_internal.__enter__()
def __enter__(self):
"""Starts the client as a context manager."""
self.start()
return self
def stop(self):
"""Closes all the open gRPC clients."""
if not self.is_started():
return
# When exit-ing, we pass None as the exception type, value and
# traceback to __exit__.
self._data_stub_internal.__exit__(None, None, None)
if self._admin:
self._instance_stub_internal.__exit__(None, None, None)
self._operations_stub_internal.__exit__(None, None, None)
self._table_stub_internal.__exit__(None, None, None)
self._data_stub_internal = None
self._instance_stub_internal = None
self._operations_stub_internal = None
self._table_stub_internal = None
def __exit__(self, exc_type, exc_val, exc_t):
"""Stops the client as a context manager."""
self.stop()
def instance(self, instance_id, location=_EXISTING_INSTANCE_LOCATION_ID,
display_name=None, serve_nodes=DEFAULT_SERVE_NODES):
"""Factory to create a instance associated with this client.
:type instance_id: str
:param instance_id: The ID of the instance.
:type location: string
:param location: location name, in form
``projects/<project>/locations/<location>``; used to
set up the instance's cluster.
:type display_name: str
:param display_name: (Optional) The display name for the instance in
the Cloud Console UI. (Must be between 4 and 30
characters.) If this value is not set in the
constructor, will fall back to the instance ID.
:type serve_nodes: int
:param serve_nodes: (Optional) The number of nodes in the instance's
cluster; used to set up the instance's cluster.
:rtype: :class:`.Instance`
:returns: an instance owned by this client.
"""
return Instance(instance_id, self, location,
display_name=display_name, serve_nodes=serve_nodes)
def list_instances(self):
"""List instances owned by the project.
:rtype: tuple
:returns: A pair of results, the first is a list of
:class:`.Instance` objects returned and the second is a
list of strings (the failed locations in the request).
"""
request_pb = instance_admin_v2_pb2.ListInstancesRequest(
parent=self.project_name)
response = self._instance_stub.ListInstances(
request_pb, self.timeout_seconds)
instances = [Instance.from_pb(instance_pb, self)
for instance_pb in response.instances]
return instances, response.failed_locations
class _MetadataPlugin(object):
"""Callable class to transform metadata for gRPC requests.
:type client: :class:`.client.Client`
:param client: The client that owns the instance.
Provides authorization and user agent.
"""
def __init__(self, client):
self._credentials = client.credentials
self._user_agent = client.user_agent
def __call__(self, unused_context, callback):
"""Adds authorization header to request metadata."""
access_token = self._credentials.get_access_token().access_token
headers = [
('Authorization', 'Bearer ' + access_token),
('User-agent', self._user_agent),
]
callback(headers, None)
def _make_stub(client, stub_factory, host, port):
"""Makes a stub for an RPC service.
Uses / depends on the beta implementation of gRPC.
:type client: :class:`.client.Client`
:param client: The client that owns the instance.
Provides authorization and user agent.
:type stub_factory: callable
:param stub_factory: A factory which will create a gRPC stub for
a given service.
:type host: str
:param host: The host for the service.
:type port: int
:param port: The port for the service.
:rtype: :class:`grpc.beta._stub._AutoIntermediary`
:returns: The stub object used to make gRPC requests to a given API.
"""
# Leaving the first argument to ssl_channel_credentials() as None
# loads root certificates from `grpc/_adapter/credentials/roots.pem`.
transport_creds = implementations.ssl_channel_credentials(None, None, None)
custom_metadata_plugin = _MetadataPlugin(client)
auth_creds = implementations.metadata_call_credentials(
custom_metadata_plugin, name='google_creds')
channel_creds = implementations.composite_channel_credentials(
transport_creds, auth_creds)
channel = implementations.secure_channel(host, port, channel_creds)
return stub_factory(channel)