-
Notifications
You must be signed in to change notification settings - Fork 1.7k
Expand file tree
/
Copy pathdataset.py
More file actions
355 lines (275 loc) · 11.9 KB
/
dataset.py
File metadata and controls
355 lines (275 loc) · 11.9 KB
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
# 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.
"""Define API Datasets."""
import six
from gcloud.exceptions import NotFound
from gcloud.bigquery._helpers import _datetime_from_prop
class Dataset(object):
"""Datasets are containers for tables.
See:
https://cloud.google.com/bigquery/docs/reference/v2/datasets
:type name: string
:param name: the name of the dataset
:type client: :class:`gcloud.bigquery.client.Client`
:param client: A client which holds credentials and project configuration
for the dataset (which requires a project).
"""
def __init__(self, name, client):
self.name = name
self._client = client
self._properties = {}
@property
def project(self):
"""Project bound to the dataset.
:rtype: string
:returns: the project (derived from the client).
"""
return self._client.project
@property
def path(self):
"""URL path for the dataset's APIs.
:rtype: string
:returns: the path based on project and dataste name.
"""
return '/projects/%s/datasets/%s' % (self.project, self.name)
@property
def created(self):
"""Datetime at which the dataset was created.
:rtype: ``datetime.datetime``, or ``NoneType``
:returns: the creation time (None until set from the server).
"""
return _datetime_from_prop(self._properties.get('creationTime'))
@property
def dataset_id(self):
"""ID for the dataset resource.
:rtype: string, or ``NoneType``
:returns: the ID (None until set from the server).
"""
return self._properties.get('id')
@property
def etag(self):
"""ETag for the dataset resource.
:rtype: string, or ``NoneType``
:returns: the ETag (None until set from the server).
"""
return self._properties.get('etag')
@property
def modified(self):
"""Datetime at which the dataset was last modified.
:rtype: ``datetime.datetime``, or ``NoneType``
:returns: the modification time (None until set from the server).
"""
return _datetime_from_prop(self._properties.get('lastModifiedTime'))
@property
def self_link(self):
"""URL for the dataset resource.
:rtype: string, or ``NoneType``
:returns: the URL (None until set from the server).
"""
return self._properties.get('selfLink')
@property
def default_table_expiration_ms(self):
"""Default expiration time for tables in the dataset.
:rtype: integer, or ``NoneType``
:returns: The time in milliseconds, or None (the default).
"""
return self._properties.get('defaultTableExpirationMs')
@default_table_expiration_ms.setter
def default_table_expiration_ms(self, value):
"""Update default expiration time for tables in the dataset.
:type value: integer, or ``NoneType``
:param value: new default time, in milliseconds
:raises: ValueError for invalid value types.
"""
if not isinstance(value, six.integer_types) and value is not None:
raise ValueError("Pass an integer, or None")
self._properties['defaultTableExpirationMs'] = value
@property
def description(self):
"""Description of the dataset.
:rtype: string, or ``NoneType``
:returns: The description as set by the user, or None (the default).
"""
return self._properties.get('description')
@description.setter
def description(self, value):
"""Update description of the dataset.
:type value: string, or ``NoneType``
:param value: new description
:raises: ValueError for invalid value types.
"""
if not isinstance(value, six.string_types) and value is not None:
raise ValueError("Pass a string, or None")
self._properties['description'] = value
@property
def friendly_name(self):
"""Title of the dataset.
:rtype: string, or ``NoneType``
:returns: The name as set by the user, or None (the default).
"""
return self._properties.get('friendlyName')
@friendly_name.setter
def friendly_name(self, value):
"""Update title of the dataset.
:type value: string, or ``NoneType``
:param value: new title
:raises: ValueError for invalid value types.
"""
if not isinstance(value, six.string_types) and value is not None:
raise ValueError("Pass a string, or None")
self._properties['friendlyName'] = value
@property
def location(self):
"""Location in which the dataset is hosted.
:rtype: string, or ``NoneType``
:returns: The location as set by the user, or None (the default).
"""
return self._properties.get('location')
@location.setter
def location(self, value):
"""Update location in which the dataset is hosted.
:type value: string, or ``NoneType``
:param value: new location
:raises: ValueError for invalid value types.
"""
if not isinstance(value, six.string_types) and value is not None:
raise ValueError("Pass a string, or None")
self._properties['location'] = value
def _require_client(self, client):
"""Check client or verify over-ride.
:type client: :class:`gcloud.bigquery.client.Client` or ``NoneType``
:param client: the client to use. If not passed, falls back to the
``client`` stored on the current dataset.
:rtype: :class:`gcloud.bigquery.client.Client`
:returns: The client passed in or the currently bound client.
"""
if client is None:
client = self._client
return client
def _set_properties(self, api_response):
"""Update properties from resource in body of ``api_response``
:type api_response: httplib2.Response
:param api_response: response returned from an API call
"""
self._properties.clear()
cleaned = api_response.copy()
cleaned['creationTime'] = float(cleaned['creationTime'])
cleaned['lastModifiedTime'] = float(cleaned['lastModifiedTime'])
self._properties.update(cleaned)
def _build_resource(self):
"""Generate a resource for ``create`` or ``update``."""
resource = {
'datasetReference': {
'projectId': self.project, 'datasetId': self.name},
}
if self.default_table_expiration_ms is not None:
value = self.default_table_expiration_ms
resource['defaultTableExpirationMs'] = value
if self.description is not None:
resource['description'] = self.description
if self.friendly_name is not None:
resource['friendlyName'] = self.friendly_name
if self.location is not None:
resource['location'] = self.location
return resource
def create(self, client=None):
"""API call: create the dataset via a PUT request
See:
https://cloud.google.com/bigquery/reference/rest/v2/tables/insert
:type client: :class:`gcloud.bigquery.client.Client` or ``NoneType``
:param client: the client to use. If not passed, falls back to the
``client`` stored on the current dataset.
"""
client = self._require_client(client)
path = '/projects/%s/datasets' % (self.project,)
api_response = client.connection.api_request(
method='POST', path=path, data=self._build_resource())
self._set_properties(api_response)
def exists(self, client=None):
"""API call: test for the existence of the dataset via a GET request
See
https://cloud.google.com/bigquery/docs/reference/v2/datasets/get
:type client: :class:`gcloud.bigquery.client.Client` or ``NoneType``
:param client: the client to use. If not passed, falls back to the
``client`` stored on the current dataset.
"""
client = self._require_client(client)
try:
client.connection.api_request(method='GET', path=self.path,
query_params={'fields': 'id'})
except NotFound:
return False
else:
return True
def reload(self, client=None):
"""API call: refresh dataset properties via a GET request
See
https://cloud.google.com/bigquery/docs/reference/v2/datasets/get
:type client: :class:`gcloud.bigquery.client.Client` or ``NoneType``
:param client: the client to use. If not passed, falls back to the
``client`` stored on the current dataset.
"""
client = self._require_client(client)
api_response = client.connection.api_request(
method='GET', path=self.path)
self._set_properties(api_response)
def patch(self, client=None, **kw):
"""API call: update individual dataset properties via a PATCH request
See
https://cloud.google.com/bigquery/docs/reference/v2/datasets/patch
:type client: :class:`gcloud.bigquery.client.Client` or ``NoneType``
:param client: the client to use. If not passed, falls back to the
``client`` stored on the current dataset.
:type kw: ``dict``
:param kw: properties to be patched.
:raises: ValueError for invalid value types.
"""
client = self._require_client(client)
partial = {}
if 'default_table_expiration_ms' in kw:
value = kw['default_table_expiration_ms']
if not isinstance(value, six.integer_types) and value is not None:
raise ValueError("Pass an integer, or None")
partial['defaultTableExpirationMs'] = value
if 'description' in kw:
partial['description'] = kw['description']
if 'friendly_name' in kw:
partial['friendlyName'] = kw['friendly_name']
if 'location' in kw:
partial['location'] = kw['location']
api_response = client.connection.api_request(
method='PATCH', path=self.path, data=partial)
self._set_properties(api_response)
def update(self, client=None):
"""API call: update dataset properties via a PUT request
See
https://cloud.google.com/bigquery/docs/reference/v2/datasets/update
:type client: :class:`gcloud.bigquery.client.Client` or ``NoneType``
:param client: the client to use. If not passed, falls back to the
``client`` stored on the current dataset.
"""
client = self._require_client(client)
api_response = client.connection.api_request(
method='PUT', path=self.path, data=self._build_resource())
self._set_properties(api_response)
def delete(self, client=None):
"""API call: delete the dataset via a DELETE request
See:
https://cloud.google.com/bigquery/reference/rest/v2/datasets/delete
:type client: :class:`gcloud.bigquery.client.Client` or ``NoneType``
:param client: the client to use. If not passed, falls back to the
``client`` stored on the current dataset.
"""
client = self._require_client(client)
client.connection.api_request(method='DELETE', path=self.path)