-
Notifications
You must be signed in to change notification settings - Fork 1.5k
/
connection.py
427 lines (324 loc) · 16.6 KB
/
connection.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
# Copyright 2014 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.
"""Connections to gcloud datastore API servers."""
import os
from gcloud import connection
from gcloud.environment_vars import GCD_HOST
from gcloud.exceptions import make_exception
from gcloud.datastore import _datastore_v1_pb2 as datastore_pb
SCOPE = ('https://www.googleapis.com/auth/datastore',
'https://www.googleapis.com/auth/userinfo.email')
"""The scopes required for authenticating as a Cloud Datastore consumer."""
class Connection(connection.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 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.
:type api_base_url: string
:param api_base_url: The base of the API call URL. Defaults to the value
from :mod:`gcloud.connection`.
"""
API_VERSION = 'v1beta2'
"""The version of the API, used in building the API call's URL."""
API_URL_TEMPLATE = ('{api_base}/datastore/{api_version}'
'/datasets/{dataset_id}/{method}')
"""A template for the URL of a particular API call."""
def __init__(self, credentials=None, http=None, api_base_url=None):
credentials = self._create_scoped_credentials(credentials, SCOPE)
super(Connection, self).__init__(credentials=credentials, http=http)
if api_base_url is None:
api_base_url = os.getenv(GCD_HOST,
connection.API_BASE_URL)
self.api_base_url = api_base_url
def _request(self, dataset_id, method, data):
"""Make a request over the Http transport to the Cloud Datastore API.
:type dataset_id: string
:param dataset_id: The ID of the dataset of which to make the request.
: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:`gcloud.exceptions.GCloudError` if the response
code is not 200 OK.
"""
headers = {
'Content-Type': 'application/x-protobuf',
'Content-Length': str(len(data)),
'User-Agent': self.USER_AGENT,
}
headers, content = self.http.request(
uri=self.build_api_url(dataset_id=dataset_id, method=method),
method='POST', headers=headers, body=data)
status = headers['status']
if status != '200':
raise make_exception(headers, content, use_json=False)
return content
def _rpc(self, dataset_id, method, request_pb, response_pb_cls):
"""Make a protobuf RPC request.
:type dataset_id: string
:param dataset_id: The ID of the dataset 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.
"""
response = self._request(dataset_id=dataset_id, method=method,
data=request_pb.SerializeToString())
return response_pb_cls.FromString(response)
def build_api_url(self, dataset_id, 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 dataset_id: string
:param dataset_id: The ID of the dataset to connect to. This is
usually your project name in the cloud console.
:type method: string
:param method: The API method to call (ie, 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.
"""
return self.API_URL_TEMPLATE.format(
api_base=(base_url or self.api_base_url),
api_version=(api_version or self.API_VERSION),
dataset_id=dataset_id, method=method)
def lookup(self, dataset_id, key_pbs,
eventual=False, transaction_id=None):
"""Lookup keys from a dataset in the Cloud Datastore.
Maps the ``DatastoreService.Lookup`` protobuf RPC.
This method deals only with protobufs
(:class:`gcloud.datastore._datastore_v1_pb2.Key` and
:class:`gcloud.datastore._datastore_v1_pb2.Entity`) and is used
under the hood in :func:`gcloud.datastore.get`:
>>> from gcloud import datastore
>>> key = datastore.Key('MyKind', 1234, dataset_id='dataset-id')
>>> datastore.get(key)
[<Entity object>]
Using the ``connection`` class directly:
>>> connection.lookup('dataset-id', [key.to_protobuf()])
[<Entity protobuf>]
:type dataset_id: string
:param dataset_id: The ID of the dataset to look up the keys.
:type key_pbs: list of :class:`gcloud.datastore._datastore_v1_pb2.Key`
:param key_pbs: The keys to retrieve from the datastore.
:type eventual: boolean
: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:`gcloud.datastore._datastore_v1_pb2.Entity` and
``deferred`` is a list of
:class:`gcloud.datastore._datastore_v1_pb2.Key`.
"""
lookup_request = datastore_pb.LookupRequest()
_set_read_options(lookup_request, eventual, transaction_id)
_add_keys_to_request(lookup_request.key, key_pbs)
lookup_response = self._rpc(dataset_id, 'lookup', lookup_request,
datastore_pb.LookupResponse)
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)
def run_query(self, dataset_id, 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:`gcloud.datastore.query.Query.fetch` method.
Under the hood, the :class:`gcloud.datastore.query.Query` class
uses this method to fetch data:
>>> from gcloud import datastore
>>> query = datastore.Query(kind='MyKind')
>>> query.add_filter('property', '=', 'val')
Using the query's ``fetch_page`` method...
>>> entities, cursor, more_results = query.fetch_page()
>>> entities
[<list of Entity unmarshalled from protobuf>]
>>> cursor
<string containing cursor where fetch stopped>
>>> more_results
<boolean of more results>
Under the hood this is doing...
>>> connection.run_query('dataset-id', query.to_protobuf())
[<list of Entity Protobufs>], cursor, more_results, skipped_results
:type dataset_id: string
:param dataset_id: The ID of the dataset over which to run the query.
:type query_pb: :class:`gcloud.datastore._datastore_v1_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: boolean
: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``.
"""
request = datastore_pb.RunQueryRequest()
_set_read_options(request, eventual, transaction_id)
if namespace:
request.partition_id.namespace = namespace
request.query.CopyFrom(query_pb)
response = self._rpc(dataset_id, 'runQuery', request,
datastore_pb.RunQueryResponse)
return (
[e.entity for e in response.batch.entity_result],
response.batch.end_cursor, # Assume response always has cursor.
response.batch.more_results,
response.batch.skipped_results,
)
def begin_transaction(self, dataset_id, serializable=False):
"""Begin a transaction.
Maps the ``DatastoreService.BeginTransaction`` protobuf RPC.
:type dataset_id: string
:param dataset_id: The ID dataset to which the transaction applies.
:type serializable: boolean
:param serializable: Boolean indicating if the isolation level of the
transaction should be SERIALIZABLE (True) or
SNAPSHOT (False).
:rtype: :class:`._datastore_v1_pb2.BeginTransactionResponse`
:returns': the result protobuf for the begin transaction request.
"""
request = datastore_pb.BeginTransactionRequest()
if serializable:
request.isolation_level = (
datastore_pb.BeginTransactionRequest.SERIALIZABLE)
else:
request.isolation_level = (
datastore_pb.BeginTransactionRequest.SNAPSHOT)
response = self._rpc(dataset_id, 'beginTransaction', request,
datastore_pb.BeginTransactionResponse)
return response.transaction
def commit(self, dataset_id, mutation_pb, transaction_id):
"""Commit dataset mutations in context of current transation (if any).
Maps the ``DatastoreService.Commit`` protobuf RPC.
:type dataset_id: string
:param dataset_id: The ID dataset to which the transaction applies.
:type mutation_pb: :class:`datastore_pb.Mutation`.
:param mutation_pb: The protobuf for the mutations being saved.
:type transaction_id: string or None
:param transaction_id: The transaction ID returned from
:meth:`begin_transaction`. Non-transactional
batches must pass ``None``.
:rtype: :class:`gcloud.datastore._datastore_v1_pb2.MutationResult`.
:returns': the result protobuf for the mutation.
"""
request = datastore_pb.CommitRequest()
if transaction_id:
request.mode = datastore_pb.CommitRequest.TRANSACTIONAL
request.transaction = transaction_id
else:
request.mode = datastore_pb.CommitRequest.NON_TRANSACTIONAL
request.mutation.CopyFrom(mutation_pb)
response = self._rpc(dataset_id, 'commit', request,
datastore_pb.CommitResponse)
return response.mutation_result
def rollback(self, dataset_id, transaction_id):
"""Rollback the connection's existing transaction.
Maps the ``DatastoreService.Rollback`` protobuf RPC.
:type dataset_id: string
:param dataset_id: The ID of the dataset to which the transaction
belongs.
:type transaction_id: string
:param transaction_id: The transaction ID returned from
:meth:`begin_transaction`.
"""
request = datastore_pb.RollbackRequest()
request.transaction = transaction_id
# Nothing to do with this response, so just execute the method.
self._rpc(dataset_id, 'rollback', request,
datastore_pb.RollbackResponse)
def allocate_ids(self, dataset_id, key_pbs):
"""Obtain backend-generated IDs for a set of keys.
Maps the ``DatastoreService.AllocateIds`` protobuf RPC.
:type dataset_id: string
:param dataset_id: The ID of the dataset to which the transaction
belongs.
:type key_pbs: list of :class:`gcloud.datastore._datastore_v1_pb2.Key`
:param key_pbs: The keys for which the backend should allocate IDs.
:rtype: list of :class:`gcloud.datastore._datastore_v1_pb2.Key`
:returns: An equal number of keys, with IDs filled in by the backend.
"""
request = datastore_pb.AllocateIdsRequest()
_add_keys_to_request(request.key, key_pbs)
# Nothing to do with this response, so just execute the method.
response = self._rpc(dataset_id, 'allocateIds', request,
datastore_pb.AllocateIdsResponse)
return list(response.key)
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_pb.ReadOptions.EVENTUAL
elif transaction_id:
opts.transaction = transaction_id
def _prepare_key_for_request(key_pb): # pragma: NO COVER copied from helpers
"""Add protobuf keys to a request object.
.. note::
This is copied from `helpers` to avoid a cycle:
_implicit_environ -> connection -> helpers -> key -> _implicit_environ
:type key_pb: :class:`gcloud.datastore._datastore_v1_pb2.Key`
:param key_pb: A key to be added to a request.
:rtype: :class:`gcloud.datastore._datastore_v1_pb2.Key`
:returns: A key which will be added to a request. It will be the
original if nothing needs to be changed.
"""
if key_pb.partition_id.HasField('dataset_id'):
new_key_pb = datastore_pb.Key()
new_key_pb.CopyFrom(key_pb)
new_key_pb.partition_id.ClearField('dataset_id')
key_pb = new_key_pb
return key_pb
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:`gcloud.datastore._datastore_v1_pb2.Key`
:param key_pbs: The keys to add to a request.
"""
for key_pb in key_pbs:
key_pb = _prepare_key_for_request(key_pb)
request_field_pb.add().CopyFrom(key_pb)