File size: 18,387 Bytes
065fee7 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 |
# Copyright 2021 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
# https://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.
from unittest import mock
from google.cloud.bigquery.dataset import Dataset, DatasetReference
from .helpers import make_connection, dataset_polymorphic, make_client
import google.cloud.bigquery.dataset
from google.cloud.bigquery.retry import DEFAULT_TIMEOUT
import pytest
@dataset_polymorphic
def test_create_dataset_minimal(make_dataset, get_reference, client, PROJECT, DS_ID):
PATH = "projects/%s/datasets" % PROJECT
RESOURCE = {
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"etag": "etag",
"id": "%s:%s" % (PROJECT, DS_ID),
}
conn = client._connection = make_connection(RESOURCE)
dataset = make_dataset(PROJECT, DS_ID)
after = client.create_dataset(dataset, timeout=7.5)
assert after.dataset_id == DS_ID
assert after.project == PROJECT
assert after.etag == RESOURCE["etag"]
assert after.full_dataset_id == RESOURCE["id"]
conn.api_request.assert_called_once_with(
method="POST",
path="/%s" % PATH,
data={
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"labels": {},
},
timeout=7.5,
)
def test_create_dataset_w_attrs(client, PROJECT, DS_ID):
from google.cloud.bigquery.dataset import AccessEntry
PATH = "projects/%s/datasets" % PROJECT
DESCRIPTION = "DESC"
FRIENDLY_NAME = "FN"
LOCATION = "US"
USER_EMAIL = "phred@example.com"
LABELS = {"color": "red"}
VIEW = {
"projectId": "my-proj",
"datasetId": "starry-skies",
"tableId": "northern-hemisphere",
}
DEFAULT_ROUNDING_MODE = "ROUND_HALF_EVEN"
RESOURCE = {
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"etag": "etag",
"id": "%s:%s" % (PROJECT, DS_ID),
"description": DESCRIPTION,
"friendlyName": FRIENDLY_NAME,
"location": LOCATION,
"defaultTableExpirationMs": "3600",
"labels": LABELS,
"access": [{"role": "OWNER", "userByEmail": USER_EMAIL}, {"view": VIEW}],
"defaultRoundingMode": DEFAULT_ROUNDING_MODE,
}
conn = client._connection = make_connection(RESOURCE)
entries = [
AccessEntry("OWNER", "userByEmail", USER_EMAIL),
AccessEntry(None, "view", VIEW),
]
ds_ref = DatasetReference(PROJECT, DS_ID)
before = Dataset(ds_ref)
before.access_entries = entries
before.description = DESCRIPTION
before.friendly_name = FRIENDLY_NAME
before.default_table_expiration_ms = 3600
before.location = LOCATION
before.labels = LABELS
before.default_rounding_mode = DEFAULT_ROUNDING_MODE
after = client.create_dataset(before)
assert after.dataset_id == DS_ID
assert after.project == PROJECT
assert after.etag == RESOURCE["etag"]
assert after.full_dataset_id == RESOURCE["id"]
assert after.description == DESCRIPTION
assert after.friendly_name == FRIENDLY_NAME
assert after.location == LOCATION
assert after.default_table_expiration_ms == 3600
assert after.labels == LABELS
assert after.default_rounding_mode == DEFAULT_ROUNDING_MODE
conn.api_request.assert_called_once_with(
method="POST",
path="/%s" % PATH,
data={
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"description": DESCRIPTION,
"friendlyName": FRIENDLY_NAME,
"location": LOCATION,
"defaultTableExpirationMs": "3600",
"defaultRoundingMode": DEFAULT_ROUNDING_MODE,
"access": [
{"role": "OWNER", "userByEmail": USER_EMAIL},
{"view": VIEW, "role": None},
],
"labels": LABELS,
},
timeout=DEFAULT_TIMEOUT,
)
def test_create_dataset_w_custom_property(client, PROJECT, DS_ID):
# The library should handle sending properties to the API that are not
# yet part of the library
path = "/projects/%s/datasets" % PROJECT
resource = {
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"newAlphaProperty": "unreleased property",
}
conn = client._connection = make_connection(resource)
ds_ref = DatasetReference(PROJECT, DS_ID)
before = Dataset(ds_ref)
before._properties["newAlphaProperty"] = "unreleased property"
after = client.create_dataset(before)
assert after.dataset_id == DS_ID
assert after.project == PROJECT
assert after._properties["newAlphaProperty"] == "unreleased property"
conn.api_request.assert_called_once_with(
method="POST",
path=path,
data={
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"newAlphaProperty": "unreleased property",
"labels": {},
},
timeout=DEFAULT_TIMEOUT,
)
def test_create_dataset_w_client_location_wo_dataset_location(PROJECT, DS_ID, LOCATION):
PATH = "projects/%s/datasets" % PROJECT
RESOURCE = {
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"etag": "etag",
"id": "%s:%s" % (PROJECT, DS_ID),
"location": LOCATION,
}
client = make_client(location=LOCATION)
conn = client._connection = make_connection(RESOURCE)
ds_ref = DatasetReference(PROJECT, DS_ID)
before = Dataset(ds_ref)
after = client.create_dataset(before)
assert after.dataset_id == DS_ID
assert after.project == PROJECT
assert after.etag == RESOURCE["etag"]
assert after.full_dataset_id == RESOURCE["id"]
assert after.location == LOCATION
conn.api_request.assert_called_once_with(
method="POST",
path="/%s" % PATH,
data={
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"labels": {},
"location": LOCATION,
},
timeout=DEFAULT_TIMEOUT,
)
def test_create_dataset_w_client_location_w_dataset_location(PROJECT, DS_ID, LOCATION):
PATH = "projects/%s/datasets" % PROJECT
OTHER_LOCATION = "EU"
RESOURCE = {
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"etag": "etag",
"id": "%s:%s" % (PROJECT, DS_ID),
"location": OTHER_LOCATION,
}
client = make_client(location=LOCATION)
conn = client._connection = make_connection(RESOURCE)
ds_ref = DatasetReference(PROJECT, DS_ID)
before = Dataset(ds_ref)
before.location = OTHER_LOCATION
after = client.create_dataset(before)
assert after.dataset_id == DS_ID
assert after.project == PROJECT
assert after.etag == RESOURCE["etag"]
assert after.full_dataset_id == RESOURCE["id"]
assert after.location == OTHER_LOCATION
conn.api_request.assert_called_once_with(
method="POST",
path="/%s" % PATH,
data={
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"labels": {},
"location": OTHER_LOCATION,
},
timeout=DEFAULT_TIMEOUT,
)
def test_create_dataset_w_reference(PROJECT, DS_ID, LOCATION):
path = "/projects/%s/datasets" % PROJECT
resource = {
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"etag": "etag",
"id": "%s:%s" % (PROJECT, DS_ID),
"location": LOCATION,
}
client = make_client(location=LOCATION)
conn = client._connection = make_connection(resource)
dataset = client.create_dataset(DatasetReference(PROJECT, DS_ID))
assert dataset.dataset_id == DS_ID
assert dataset.project == PROJECT
assert dataset.etag == resource["etag"]
assert dataset.full_dataset_id == resource["id"]
assert dataset.location == LOCATION
conn.api_request.assert_called_once_with(
method="POST",
path=path,
data={
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"labels": {},
"location": LOCATION,
},
timeout=DEFAULT_TIMEOUT,
)
def test_create_dataset_w_fully_qualified_string(PROJECT, DS_ID, LOCATION):
path = "/projects/%s/datasets" % PROJECT
resource = {
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"etag": "etag",
"id": "%s:%s" % (PROJECT, DS_ID),
"location": LOCATION,
}
client = make_client(location=LOCATION)
conn = client._connection = make_connection(resource)
dataset = client.create_dataset("{}.{}".format(PROJECT, DS_ID))
assert dataset.dataset_id == DS_ID
assert dataset.project == PROJECT
assert dataset.etag == resource["etag"]
assert dataset.full_dataset_id == resource["id"]
assert dataset.location == LOCATION
conn.api_request.assert_called_once_with(
method="POST",
path=path,
data={
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"labels": {},
"location": LOCATION,
},
timeout=DEFAULT_TIMEOUT,
)
def test_create_dataset_w_string(PROJECT, DS_ID, LOCATION):
path = "/projects/%s/datasets" % PROJECT
resource = {
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"etag": "etag",
"id": "%s:%s" % (PROJECT, DS_ID),
"location": LOCATION,
}
client = make_client(location=LOCATION)
conn = client._connection = make_connection(resource)
with mock.patch(
"google.cloud.bigquery.opentelemetry_tracing._get_final_span_attributes"
) as final_attributes:
dataset = client.create_dataset(DS_ID)
final_attributes.assert_called_once_with({"path": path}, client, None)
assert dataset.dataset_id == DS_ID
assert dataset.project == PROJECT
assert dataset.etag == resource["etag"]
assert dataset.full_dataset_id == resource["id"]
assert dataset.location == LOCATION
conn.api_request.assert_called_once_with(
method="POST",
path=path,
data={
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"labels": {},
"location": LOCATION,
},
timeout=DEFAULT_TIMEOUT,
)
def test_create_dataset_alreadyexists_w_exists_ok_false(PROJECT, DS_ID, LOCATION):
client = make_client(location=LOCATION)
client._connection = make_connection(
google.api_core.exceptions.AlreadyExists("dataset already exists")
)
with pytest.raises(google.api_core.exceptions.AlreadyExists):
client.create_dataset(DS_ID)
def test_create_dataset_alreadyexists_w_exists_ok_true(PROJECT, DS_ID, LOCATION):
post_path = "/projects/{}/datasets".format(PROJECT)
get_path = "/projects/{}/datasets/{}".format(PROJECT, DS_ID)
resource = {
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"etag": "etag",
"id": "{}:{}".format(PROJECT, DS_ID),
"location": LOCATION,
}
client = make_client(location=LOCATION)
conn = client._connection = make_connection(
google.api_core.exceptions.AlreadyExists("dataset already exists"), resource
)
with mock.patch(
"google.cloud.bigquery.opentelemetry_tracing._get_final_span_attributes"
) as final_attributes:
dataset = client.create_dataset(DS_ID, exists_ok=True)
final_attributes.assert_called_with({"path": get_path}, client, None)
assert dataset.dataset_id == DS_ID
assert dataset.project == PROJECT
assert dataset.etag == resource["etag"]
assert dataset.full_dataset_id == resource["id"]
assert dataset.location == LOCATION
conn.api_request.assert_has_calls(
[
mock.call(
method="POST",
path=post_path,
data={
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"labels": {},
"location": LOCATION,
},
timeout=DEFAULT_TIMEOUT,
),
mock.call(method="GET", path=get_path, timeout=DEFAULT_TIMEOUT),
]
)
def test_create_dataset_with_default_rounding_mode_if_value_is_none(
PROJECT, DS_ID, LOCATION
):
default_rounding_mode = None
path = "/projects/%s/datasets" % PROJECT
resource = {
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"etag": "etag",
"id": "{}:{}".format(PROJECT, DS_ID),
"location": LOCATION,
}
client = make_client(location=LOCATION)
conn = client._connection = make_connection(resource)
ds_ref = DatasetReference(PROJECT, DS_ID)
before = Dataset(ds_ref)
before.default_rounding_mode = default_rounding_mode
after = client.create_dataset(before)
assert after.dataset_id == DS_ID
assert after.project == PROJECT
assert after.default_rounding_mode is None
conn.api_request.assert_called_once_with(
method="POST",
path=path,
data={
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"labels": {},
"location": LOCATION,
"defaultRoundingMode": "ROUNDING_MODE_UNSPECIFIED",
},
timeout=DEFAULT_TIMEOUT,
)
def test_create_dataset_with_default_rounding_mode_if_value_is_not_string(
PROJECT, DS_ID, LOCATION
):
default_rounding_mode = 10
ds_ref = DatasetReference(PROJECT, DS_ID)
dataset = Dataset(ds_ref)
with pytest.raises(ValueError) as e:
dataset.default_rounding_mode = default_rounding_mode
assert str(e.value) == "Pass a string, or None"
def test_create_dataset_with_default_rounding_mode_if_value_is_not_in_possible_values(
PROJECT, DS_ID
):
default_rounding_mode = "ROUND_HALF_AWAY_FROM_ZEROS"
ds_ref = DatasetReference(PROJECT, DS_ID)
dataset = Dataset(ds_ref)
with pytest.raises(ValueError) as e:
dataset.default_rounding_mode = default_rounding_mode
assert (
str(e.value)
== "rounding mode needs to be one of ROUNDING_MODE_UNSPECIFIED,ROUND_HALF_AWAY_FROM_ZERO,ROUND_HALF_EVEN"
)
def test_create_dataset_with_default_rounding_mode_if_value_is_in_possible_values(
PROJECT, DS_ID, LOCATION
):
default_rounding_mode = "ROUND_HALF_AWAY_FROM_ZERO"
path = "/projects/%s/datasets" % PROJECT
resource = {
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"etag": "etag",
"id": "{}:{}".format(PROJECT, DS_ID),
"location": LOCATION,
}
client = make_client(location=LOCATION)
conn = client._connection = make_connection(resource)
ds_ref = DatasetReference(PROJECT, DS_ID)
before = Dataset(ds_ref)
before.default_rounding_mode = default_rounding_mode
after = client.create_dataset(before)
assert after.dataset_id == DS_ID
assert after.project == PROJECT
assert after.default_rounding_mode is None
conn.api_request.assert_called_once_with(
method="POST",
path=path,
data={
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"labels": {},
"location": LOCATION,
"defaultRoundingMode": default_rounding_mode,
},
timeout=DEFAULT_TIMEOUT,
)
def test_create_dataset_with_max_time_travel_hours(PROJECT, DS_ID, LOCATION):
path = "/projects/%s/datasets" % PROJECT
max_time_travel_hours = 24 * 3
resource = {
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"etag": "etag",
"id": "{}:{}".format(PROJECT, DS_ID),
"location": LOCATION,
"maxTimeTravelHours": max_time_travel_hours,
}
client = make_client(location=LOCATION)
conn = client._connection = make_connection(resource)
ds_ref = DatasetReference(PROJECT, DS_ID)
before = Dataset(ds_ref)
before.max_time_travel_hours = max_time_travel_hours
after = client.create_dataset(before)
assert after.dataset_id == DS_ID
assert after.project == PROJECT
assert after.max_time_travel_hours == max_time_travel_hours
conn.api_request.assert_called_once_with(
method="POST",
path=path,
data={
"datasetReference": {"projectId": PROJECT, "datasetId": DS_ID},
"labels": {},
"location": LOCATION,
"maxTimeTravelHours": max_time_travel_hours,
},
timeout=DEFAULT_TIMEOUT,
)
def test_create_dataset_with_max_time_travel_hours_not_multiple_of_24(
PROJECT, DS_ID, LOCATION
):
ds_ref = DatasetReference(PROJECT, DS_ID)
dataset = Dataset(ds_ref)
with pytest.raises(ValueError) as e:
dataset.max_time_travel_hours = 50
assert str(e.value) == "Time Travel Window should be multiple of 24"
def test_create_dataset_with_max_time_travel_hours_is_less_than_2_days(
PROJECT, DS_ID, LOCATION
):
ds_ref = DatasetReference(PROJECT, DS_ID)
dataset = Dataset(ds_ref)
with pytest.raises(ValueError) as e:
dataset.max_time_travel_hours = 24
assert (
str(e.value)
== "Time Travel Window should be from 48 to 168 hours (2 to 7 days)"
)
def test_create_dataset_with_max_time_travel_hours_is_greater_than_7_days(
PROJECT, DS_ID, LOCATION
):
ds_ref = DatasetReference(PROJECT, DS_ID)
dataset = Dataset(ds_ref)
with pytest.raises(ValueError) as e:
dataset.max_time_travel_hours = 192
assert (
str(e.value)
== "Time Travel Window should be from 48 to 168 hours (2 to 7 days)"
)
def test_create_dataset_with_max_time_travel_hours_is_not_int(PROJECT, DS_ID, LOCATION):
ds_ref = DatasetReference(PROJECT, DS_ID)
dataset = Dataset(ds_ref)
with pytest.raises(ValueError) as e:
dataset.max_time_travel_hours = "50"
assert str(e.value) == "max_time_travel_hours must be an integer. Got 50"
|