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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928
|
# coding: utf-8
#-------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
#--------------------------------------------------------------------------
import time
import unittest
import uuid
from azure.mgmt.datalake.analytics import account, job, catalog
import azure.mgmt.datalake.store
from devtools_testutils import AzureMgmtTestCase, ResourceGroupPreparer
# 'East US 2' is the ADL production region for now
_REGION = 'East US 2'
# this is used explicitly for ADLA job id replacement in recordings.
ADLA_JOB_ID = "00000000-0000-0000-0000-000000000000"
class MgmtDataLakeAnalyticsTest(AzureMgmtTestCase):
def setUp(self):
super(MgmtDataLakeAnalyticsTest, self).setUp()
self.adls_account_client = self.create_mgmt_client(
azure.mgmt.datalake.store.DataLakeStoreAccountManagementClient
)
self.adla_account_client = self.create_mgmt_client(
azure.mgmt.datalake.analytics.account.DataLakeAnalyticsAccountManagementClient
)
# use create_basic_client for job and catalog because they don't take a subscriptionId as a parameter.
self.adla_job_client = self.create_basic_client(
azure.mgmt.datalake.analytics.job.DataLakeAnalyticsJobManagementClient,
adla_job_dns_suffix = 'azuredatalakeanalytics.net'
)
self.adla_catalog_client = self.create_basic_client(
azure.mgmt.datalake.analytics.catalog.DataLakeAnalyticsCatalogManagementClient,
adla_catalog_dns_suffix = 'azuredatalakeanalytics.net'
)
# define all names
self.adls_account_name = self.get_resource_name('pyarmadls2')
self.job_account_name = self.get_resource_name('pyarmadla2')
self.pipeline_name = self.get_resource_name('pipeline')
self.recurrence_name = self.get_resource_name('recurrence')
self.pipeline_uri = 'https://{}.contoso.com/myJob'.format(self.get_resource_name('pipelineuri'))
# construct the catalog script
self.db_name = self.get_resource_name('adladb')
self.table_name = self.get_resource_name('adlatable')
self.tvf_name = self.get_resource_name('adlatvf')
self.proc_name = self.get_resource_name('adlaproc')
self.view_name = self.get_resource_name('adlaview')
self.secret_pwd = self.get_resource_name('adlapwd')
self.credential_name = self.get_resource_name('adlacredential')
self.credential_id = self.get_resource_name('adlacredid')
self.schema_name = 'dbo'
self.catalog_script = """DROP DATABASE IF EXISTS {0}; CREATE DATABASE {0};
CREATE TABLE {0}.dbo.{1}
(
//Define schema of table
UserId int,
Start DateTime,
Region string,
Query string,
Duration int,
Urls string,
ClickedUrls string,
INDEX idx1
CLUSTERED (Region ASC)
PARTITIONED BY (UserId) HASH (Region)
);
ALTER TABLE {0}.dbo.{1} ADD IF NOT EXISTS PARTITION (1);
INSERT INTO {0}.dbo.{1}
(UserId, Start, Region, Query, Duration, Urls, ClickedUrls)
ON INTEGRITY VIOLATION MOVE TO PARTITION (1)
VALUES
(1, new DateTime(2018, 04, 25), "US", @"fake query", 34, "http://url1.fake.com", "http://clickedUrl1.fake.com"),
(1, new DateTime(2018, 04, 26), "EN", @"fake query", 23, "http://url2.fake.com", "http://clickedUrl2.fake.com");
DROP FUNCTION IF EXISTS {0}.dbo.{2};
CREATE FUNCTION {0}.dbo.{2}()
RETURNS @result TABLE
(
s_date DateTime,
s_time string,
s_sitename string,
cs_method string,
cs_uristem string,
cs_uriquery string,
s_port int,
cs_username string,
c_ip string,
cs_useragent string,
cs_cookie string,
cs_referer string,
cs_host string,
sc_status int,
sc_substatus int,
sc_win32status int,
sc_bytes int,
cs_bytes int,
s_timetaken int
)
AS
BEGIN
@result = EXTRACT
s_date DateTime,
s_time string,
s_sitename string,
cs_method string,
cs_uristem string,
cs_uriquery string,
s_port int,
cs_username string,
c_ip string,
cs_useragent string,
cs_cookie string,
cs_referer string,
cs_host string,
sc_status int,
sc_substatus int,
sc_win32status int,
sc_bytes int,
cs_bytes int,
s_timetaken int
FROM @"/Samples/Data/WebLog.log"
USING Extractors.Text(delimiter:' ');
RETURN;
END;
CREATE VIEW {0}.dbo.{3}
AS
SELECT * FROM
(
VALUES(1,2),(2,4)
)
AS
T(a, b);
CREATE PROCEDURE {0}.dbo.{4}()
AS BEGIN
CREATE VIEW {0}.dbo.{3}
AS
SELECT * FROM
(
VALUES(1,2),(2,4)
)
AS
T(a, b);
END;""".format(self.db_name, self.table_name, self.tvf_name, self.view_name, self.proc_name) # nosec
# define all the job IDs to be used during execution
if self.is_playback():
self.cancel_id = ADLA_JOB_ID
self.run_id = ADLA_JOB_ID
self.catalog_id = ADLA_JOB_ID
self.cred_create_id = ADLA_JOB_ID
self.cred_drop_id = ADLA_JOB_ID
self.pipeline_id = ADLA_JOB_ID
self.recurrence_id = ADLA_JOB_ID
self.run_id_2 = ADLA_JOB_ID
self.run_id_3 = ADLA_JOB_ID
self.principal_id = ADLA_JOB_ID
else:
self.cancel_id = str(uuid.uuid1())
self.run_id = str(uuid.uuid1())
self.catalog_id = str(uuid.uuid1())
self.cred_create_id = str(uuid.uuid1())
self.cred_drop_id = str(uuid.uuid1())
self.pipeline_id = str(uuid.uuid1())
self.recurrence_id = str(uuid.uuid1())
self.run_id_2 = str(uuid.uuid1())
self.run_id_3 = str(uuid.uuid1())
self.principal_id = str(uuid.uuid1())
real_to_fake_dict = {
self.cancel_id: ADLA_JOB_ID,
self.run_id: ADLA_JOB_ID,
self.catalog_id: ADLA_JOB_ID,
self.cred_create_id: ADLA_JOB_ID,
self.cred_drop_id: ADLA_JOB_ID,
self.pipeline_id: ADLA_JOB_ID,
self.recurrence_id: ADLA_JOB_ID,
self.run_id_2: ADLA_JOB_ID,
self.run_id_3: ADLA_JOB_ID,
self.principal_id: ADLA_JOB_ID
}
for key in real_to_fake_dict:
self.scrubber.register_name_pair(key, real_to_fake_dict[key])
def run_prereqs(self, resource_group, location, create_job_acct = False, create_catalog = False):
# construct ADLS account for use with the ADLA tests.
params_create = azure.mgmt.datalake.store.models.CreateDataLakeStoreAccountParameters(
location = location
)
adls_account = self.adls_account_client.accounts.begin_create(
resource_group.name,
self.adls_account_name,
params_create,
).result()
# validation of the create
self.assertEqual(adls_account.name, self.adls_account_name)
# construct an ADLA account for use with catalog and job tests
if create_job_acct:
params_create = azure.mgmt.datalake.analytics.account.models.CreateDataLakeAnalyticsAccountParameters(
location = location,
default_data_lake_store_account = self.adls_account_name,
data_lake_store_accounts = [
azure.mgmt.datalake.analytics.account.models.AddDataLakeStoreWithAccountParameters(
name = self.adls_account_name
)
]
)
adla_account = self.adla_account_client.accounts.create(
resource_group.name,
self.job_account_name,
params_create,
).result()
# full validation of the create
self.assertEqual(adla_account.name, self.job_account_name)
# wait five minutes for the account to be fully provisioned with a queue.
if self.is_live:
time.sleep(300)
if create_catalog:
self.run_job_to_completion(self.job_account_name, self.catalog_id, self.catalog_script)
def run_job_to_completion(self, adla_account_name, job_id, script_to_run, job_params=None):
if not job_params:
job_params = azure.mgmt.datalake.analytics.job.models.CreateJobParameters(
name = self.get_resource_name('testjob'),
type = azure.mgmt.datalake.analytics.job.models.JobType.usql,
degree_of_parallelism = 2,
properties = azure.mgmt.datalake.analytics.job.models.CreateUSqlJobProperties(
script = script_to_run,
)
)
create_response = self.adla_job_client.job.create(
adla_account_name,
job_id,
job_params
)
self.assertIsNotNone(create_response)
max_wait_in_seconds = 180
cur_wait_in_seconds = 0
adla_job = self.adla_job_client.job.get(
adla_account_name,
job_id
)
self.assertIsNotNone(adla_job)
while adla_job.state != azure.mgmt.datalake.analytics.job.models.JobState.ended and cur_wait_in_seconds < max_wait_in_seconds:
if self.is_live:
time.sleep(5)
cur_wait_in_seconds += 5
adla_job = self.adla_job_client.job.get(
adla_account_name,
job_id
)
self.assertIsNotNone(adla_job)
self.assertTrue(cur_wait_in_seconds <= max_wait_in_seconds)
self.assertTrue(adla_job.state == azure.mgmt.datalake.analytics.job.models.JobState.ended and adla_job.result == azure.mgmt.datalake.analytics.job.models.JobResult.succeeded,
'Job: {0} did not return success. Current job state: {1}. Actual result: {2}. Error (if any): {3}'.format(
adla_job.job_id,
adla_job.state,
adla_job.result,
adla_job.error_message
))
@ResourceGroupPreparer(location=_REGION)
def test_adla_jobs(self, resource_group, location):
self.run_prereqs(resource_group, location, create_job_acct= True, create_catalog = False)
# define some static GUIDs
job_to_submit = azure.mgmt.datalake.analytics.job.models.CreateJobParameters(
name = 'azure python sdk job test',
degree_of_parallelism = 2,
type = azure.mgmt.datalake.analytics.job.models.JobType.usql,
properties = azure.mgmt.datalake.analytics.job.models.CreateUSqlJobProperties(
script = 'DROP DATABASE IF EXISTS testdb; CREATE DATABASE testdb;'
),
related = azure.mgmt.datalake.analytics.job.models.JobRelationshipProperties(
pipeline_id = self.pipeline_id,
pipeline_name = self.pipeline_name,
pipeline_uri = self.pipeline_uri,
recurrence_id = self.recurrence_id,
recurrence_name = self.recurrence_name,
run_id = self.run_id_2
)
)
# submit a job
create_response = self.adla_job_client.job.create(
self.job_account_name,
self.cancel_id,
job_to_submit
)
self.assertIsNotNone(create_response)
# cancel it right away
self.adla_job_client.job.cancel(
self.job_account_name,
self.cancel_id
)
# validate that it was cancelled
adla_job = self.adla_job_client.job.get(
self.job_account_name,
self.cancel_id
)
self.assertEqual(azure.mgmt.datalake.analytics.job.models.JobResult.cancelled, adla_job.result)
self.assertIsNotNone(adla_job.error_message)
# resubmit and allow to run to completion -- update the runId beforehand
job_to_submit.related.run_id = self.run_id_3
self.run_job_to_completion(self.job_account_name, self.run_id, job_to_submit.properties.script, job_params=job_to_submit)
# list the jobs that have been submitted
list_of_jobs = self.adla_job_client.job.list(self.job_account_name)
self.assertIsNotNone(list_of_jobs)
list_of_jobs = list(list_of_jobs)
self.assertGreater(len(list_of_jobs), 1)
# get the specific job and validate the job relationship properties
adla_job = self.adla_job_client.job.get(
self.job_account_name,
self.run_id
)
self.assertEqual(self.run_id_3, adla_job.related.run_id)
self.assertEqual(self.recurrence_id, adla_job.related.recurrence_id)
self.assertEqual(self.pipeline_id, adla_job.related.pipeline_id)
self.assertEqual(self.pipeline_name, adla_job.related.pipeline_name)
self.assertEqual(self.recurrence_name, adla_job.related.recurrence_name)
self.assertEqual(self.pipeline_uri, adla_job.related.pipeline_uri)
# validate job relationship APIs
recurrence_get = self.adla_job_client.recurrence.get(self.job_account_name, self.recurrence_id)
self.assertEqual(self.recurrence_id, recurrence_get.recurrence_id)
self.assertEqual(self.recurrence_name, recurrence_get.recurrence_name)
recurrence_list = self.adla_job_client.recurrence.list(self.job_account_name)
self.assertIsNotNone(recurrence_list)
recurrence_list = list(recurrence_list)
self.assertEqual(1, len(recurrence_list))
pipeline_get = self.adla_job_client.pipeline.get(self.job_account_name, self.pipeline_id)
self.assertEqual(self.pipeline_id, pipeline_get.pipeline_id)
self.assertEqual(self.pipeline_name, pipeline_get.pipeline_name)
self.assertEqual(self.pipeline_uri, pipeline_get.pipeline_uri)
self.assertGreater(len(pipeline_get.runs), 1)
pipeline_list = self.adla_job_client.pipeline.list(self.job_account_name)
self.assertIsNotNone(pipeline_list)
pipeline_list = list(pipeline_list)
self.assertEqual(1, len(pipeline_list))
# create a job to build
job_to_build = azure.mgmt.datalake.analytics.job.models.BuildJobParameters(
name = 'azure python sdk job test',
type = azure.mgmt.datalake.analytics.job.models.JobType.usql,
properties = azure.mgmt.datalake.analytics.job.models.CreateUSqlJobProperties(
script = 'DROP DATABASE IF EXISTS testdb; CREATE DATABASE testdb;'
)
)
# compile a job
compile_response = self.adla_job_client.job.build(self.job_account_name, job_to_build)
self.assertIsNotNone(compile_response)
# now compile a broken job and validate diagnostics.
job_to_build.properties.script = 'DROP DATABASE IF EXIST FOO; CREATE DATABASE FOO;'
compile_response = self.adla_job_client.job.build(self.job_account_name, job_to_build)
self.assertIsNotNone(compile_response)
self.assertEqual(1, len(list(compile_response.properties.diagnostics)))
self.assertEqual(azure.mgmt.datalake.analytics.job.models.SeverityTypes.error, list(compile_response.properties.diagnostics)[0].severity)
self.assertEqual(18, list(compile_response.properties.diagnostics)[0].column_number)
self.assertEqual(22, list(compile_response.properties.diagnostics)[0].end)
self.assertEqual(17, list(compile_response.properties.diagnostics)[0].start)
self.assertEqual(1, list(compile_response.properties.diagnostics)[0].line_number)
self.assertIn("E_CSC_USER_SYNTAXERROR", list(compile_response.properties.diagnostics)[0].message)
@ResourceGroupPreparer(location=_REGION)
def test_adla_catalog_items(self, resource_group, location):
self.run_prereqs(resource_group, location, create_job_acct = True, create_catalog = True)
# get all databases, there should be at least 2 and the specific database
dbList = list(self.adla_catalog_client.catalog.list_databases(self.job_account_name))
self.assertGreater(len(dbList), 1)
dbMatch = [item for item in dbList if item.name == self.db_name]
self.assertIsNotNone(dbMatch)
self.assertEqual(len(dbMatch), 1)
specific_db = self.adla_catalog_client.catalog.get_database(self.job_account_name, self.db_name)
self.assertEqual(specific_db.name, dbMatch[0].name)
# get the table list, table list from within a DB and specific table
table_list = list(self.adla_catalog_client.catalog.list_tables(self.job_account_name, self.db_name, self.schema_name))
self.assertGreater(len(table_list), 0)
table_match = [item for item in table_list if item.name == self.table_name]
self.assertIsNotNone(table_match)
self.assertEqual(len(table_match), 1)
self.assertIsNotNone(table_match[0].column_list)
# get the tabe list with only basic info and verify that extended properties are empty
table_list = list(self.adla_catalog_client.catalog.list_tables(self.job_account_name, self.db_name, self.schema_name, basic=True))
self.assertGreater(len(table_list), 0)
table_match = [item for item in table_list if item.name == self.table_name]
self.assertIsNotNone(table_match)
self.assertEqual(len(table_match), 1)
self.assertEqual(len(table_match[0].column_list), 0)
self.assertEqual(len(table_match[0].index_list), 0)
self.assertEqual(len(table_match[0].partition_key_list), 0)
self.assertIsNone(table_match[0].external_table)
self.assertIsNone(table_match[0].distribution_info)
# get table list in database and verify that at least one extended property is populated.
table_list = list(self.adla_catalog_client.catalog.list_tables_by_database(self.job_account_name, self.db_name))
self.assertGreater(len(table_list), 0)
table_match = [item for item in table_list if item.name == self.table_name]
self.assertIsNotNone(table_match)
self.assertEqual(len(table_match), 1)
self.assertIsNotNone(table_match[0].column_list)
# get the tabe list by database with only basic info and verify that extended properties are empty
table_list = list(self.adla_catalog_client.catalog.list_tables_by_database(self.job_account_name, self.db_name, basic=True))
self.assertGreater(len(table_list), 0)
table_match = [item for item in table_list if item.name == self.table_name]
self.assertIsNotNone(table_match)
self.assertEqual(len(table_match), 1)
self.assertEqual(len(table_match[0].column_list), 0)
self.assertEqual(len(table_match[0].index_list), 0)
self.assertEqual(len(table_match[0].partition_key_list), 0)
self.assertIsNone(table_match[0].external_table)
self.assertIsNone(table_match[0].distribution_info)
# get the preview of the specific table
specific_table_preview = self.adla_catalog_client.catalog.preview_table(self.job_account_name, self.db_name, self.schema_name, self.table_name)
self.assertGreater(specific_table_preview.total_row_count, 0)
self.assertGreater(specific_table_preview.total_column_count, 0)
self.assertIsNotNone(specific_table_preview.rows)
self.assertGreater(len(specific_table_preview.rows), 0)
self.assertIsNotNone(specific_table_preview.schema)
self.assertGreater(len(specific_table_preview.schema), 0)
self.assertIsNotNone(specific_table_preview.schema[0].name)
self.assertIsNotNone(specific_table_preview.schema[0].type)
# get specific table
specific_table = self.adla_catalog_client.catalog.get_table(self.job_account_name, self.db_name, self.schema_name, self.table_name)
self.assertEqual(specific_table.name, table_match[0].name)
# get the TVF list and specific tvf
tvf_list = list(self.adla_catalog_client.catalog.list_table_valued_functions(self.job_account_name, self.db_name, self.schema_name))
self.assertGreater(len(tvf_list), 0)
tvf_match = [item for item in tvf_list if item.name == self.tvf_name]
self.assertIsNotNone(tvf_list)
self.assertEqual(len(tvf_list), 1)
# get tvf list by database
tvf_list = list(self.adla_catalog_client.catalog.list_table_valued_functions_by_database(self.job_account_name, self.db_name))
self.assertGreater(len(tvf_list), 0)
tvf_match = [item for item in tvf_list if item.name == self.tvf_name]
self.assertIsNotNone(tvf_list)
self.assertEqual(len(tvf_list), 1)
# get specific tvf
specific_tvf = self.adla_catalog_client.catalog.get_table_valued_function(self.job_account_name, self.db_name, self.schema_name, self.tvf_name)
self.assertEqual(specific_tvf.name, tvf_match[0].name)
# get the views and specific view
view_list = list(self.adla_catalog_client.catalog.list_views(self.job_account_name, self.db_name, self.schema_name))
self.assertGreater(len(view_list), 0)
view_match = [item for item in view_list if item.name == self.view_name]
self.assertIsNotNone(view_match)
self.assertEqual(len(view_match), 1)
# get the views by database
view_list = list(self.adla_catalog_client.catalog.list_views_by_database(self.job_account_name, self.db_name))
self.assertGreater(len(view_list), 0)
view_match = [item for item in view_list if item.name == self.view_name]
self.assertIsNotNone(view_match)
self.assertEqual(len(view_match), 1)
# get specific view
specific_view = self.adla_catalog_client.catalog.get_view(self.job_account_name, self.db_name, self.schema_name, self.view_name)
self.assertEqual(specific_view.name, view_match[0].name)
# get the list of procedures and the specific procedure we created
proc_list = list(self.adla_catalog_client.catalog.list_procedures(self.job_account_name, self.db_name, self.schema_name))
self.assertGreater(len(proc_list), 0)
proc_match = [item for item in proc_list if item.name == self.proc_name]
self.assertIsNotNone(proc_match)
self.assertEqual(len(proc_match), 1)
specific_proc = self.adla_catalog_client.catalog.get_procedure(self.job_account_name, self.db_name, self.schema_name, self.proc_name)
self.assertEqual(specific_proc.name, proc_match[0].name)
# get the partition list and a specific partition
partition_list = list(self.adla_catalog_client.catalog.list_table_partitions(self.job_account_name, self.db_name, self.schema_name, self.table_name))
self.assertGreater(len(partition_list), 0)
partition_to_get = partition_list[0]
specific_partition= self.adla_catalog_client.catalog.get_table_partition(self.job_account_name, self.db_name, self.schema_name, self.table_name, partition_to_get.name)
self.assertEqual(specific_partition.name, partition_to_get.name)
# get the preview of the specific partition
specific_partition_preview = self.adla_catalog_client.catalog.preview_table_partition(self.job_account_name, self.db_name, self.schema_name, self.table_name, partition_to_get.name)
self.assertGreater(specific_partition_preview.total_row_count, 0)
self.assertGreater(specific_partition_preview.total_column_count, 0)
self.assertIsNotNone(specific_partition_preview.rows)
self.assertGreater(len(specific_partition_preview.rows), 0)
self.assertIsNotNone(specific_partition_preview.schema)
self.assertGreater(len(specific_partition_preview.schema), 0)
self.assertIsNotNone(specific_partition_preview.schema[0].name)
self.assertIsNotNone(specific_partition_preview.schema[0].type)
# get the table fragment list
fragment_list = list(self.adla_catalog_client.catalog.list_table_fragments(self.job_account_name, self.db_name, self.schema_name, self.table_name))
self.assertIsNotNone(fragment_list)
self.assertGreater(len(fragment_list), 0)
# get all the types
type_list = list(self.adla_catalog_client.catalog.list_types(self.job_account_name, self.db_name, self.schema_name))
self.assertIsNotNone(type_list)
self.assertGreater(len(type_list), 0)
# prepare to grant/revoke ACLs
grant_acl_param = azure.mgmt.datalake.analytics.catalog.models.AclCreateOrUpdateParameters(
ace_type = azure.mgmt.datalake.analytics.catalog.models.AclType.user,
principal_id = self.principal_id,
permission = azure.mgmt.datalake.analytics.catalog.models.PermissionType.use
)
revoke_ace_type = azure.mgmt.datalake.analytics.catalog.models.AclType.user
revoke_principal_id = self.principal_id
# get the initial number of ACLs by db
acl_by_db_list = list(
self.adla_catalog_client.catalog.list_acls_by_database(
self.job_account_name,
self.db_name
)
)
acl_by_db_count = len(acl_by_db_list)
# get the initial number of ACLs by catalog
acl_list = list(self.adla_catalog_client.catalog.list_acls(self.job_account_name))
acl_count = len(acl_list)
# grant ACL to the db
self.adla_catalog_client.catalog.grant_acl_to_database(
self.job_account_name,
self.db_name,
grant_acl_param
)
acl_by_db_list = list(
self.adla_catalog_client.catalog.list_acls_by_database(
self.job_account_name,
self.db_name
)
)
granted_acl = acl_by_db_list[-1]
# confirm the ACL's information
self.assertEqual(acl_by_db_count + 1, len(acl_by_db_list))
self.assertEqual(azure.mgmt.datalake.analytics.catalog.models.AclType.user.value, granted_acl.ace_type)
self.assertEqual(self.principal_id, granted_acl.principal_id)
self.assertEqual(azure.mgmt.datalake.analytics.catalog.models.PermissionType.use.value, granted_acl.permission)
# revoke ACL from the db
self.adla_catalog_client.catalog.revoke_acl_from_database(
self.job_account_name,
self.db_name,
revoke_ace_type,
revoke_principal_id
)
acl_by_db_list = list(
self.adla_catalog_client.catalog.list_acls_by_database(
self.job_account_name,
self.db_name
)
)
self.assertEqual(acl_by_db_count, len(acl_by_db_list))
# grant ACL to the catalog
self.adla_catalog_client.catalog.grant_acl(
self.job_account_name,
grant_acl_param
)
acl_list = list(self.adla_catalog_client.catalog.list_acls(self.job_account_name))
granted_acl = acl_list[-1]
# confirm the ACL's information
self.assertEqual(acl_count + 1, len(acl_list))
self.assertEqual(azure.mgmt.datalake.analytics.catalog.models.AclType.user.value, granted_acl.ace_type)
self.assertEqual(self.principal_id, granted_acl.principal_id)
self.assertEqual(azure.mgmt.datalake.analytics.catalog.models.PermissionType.use.value, granted_acl.permission)
# revoke ACL from the catalog
self.adla_catalog_client.catalog.revoke_acl(
self.job_account_name,
revoke_ace_type,
revoke_principal_id
)
acl_list = list(self.adla_catalog_client.catalog.list_acls(self.job_account_name))
self.assertEqual(acl_count, len(acl_list))
@ResourceGroupPreparer(location=_REGION)
def test_adla_catalog_credentials(self, resource_group, location):
self.run_prereqs(resource_group, location, create_job_acct= True, create_catalog = True)
self.adla_catalog_client.catalog.create_credential(
self.job_account_name,
self.db_name,
self.credential_name,
azure.mgmt.datalake.analytics.catalog.models.DataLakeAnalyticsCatalogCredentialCreateParameters(
password = self.secret_pwd,
uri = 'https://pyadlacredtest.contoso.com:443',
user_id = self.credential_id
)
)
# try to create the credential again.
try:
self.adla_catalog_client.catalog.create_credential(
self.job_account_name,
self.db_name,
self.credential_name,
azure.mgmt.datalake.analytics.catalog.models.DataLakeAnalyticsCatalogCredentialCreateParameters(
password = self.secret_pwd,
uri = 'https://pyadlacredtest.contoso.com:443',
user_id = self.get_resource_name('newcredid')
)
)
self.assertTrue(False, 'should not have made it here')
except Exception:
pass
# get credential and ensure the response is not null
cred_response = self.adla_catalog_client.catalog.get_credential(
self.job_account_name,
self.db_name,
self.credential_name
)
self.assertIsNotNone(cred_response)
self.assertIsNotNone(cred_response.name)
# list credentials
cred_list = list(
self.adla_catalog_client.catalog.list_credentials(
self.job_account_name,
self.db_name
)
)
self.assertIsNotNone(cred_list)
self.assertGreater(len(cred_list), 0)
specific_cred = [item for item in cred_list if item.name == self.credential_name]
self.assertIsNotNone(specific_cred)
self.assertEqual(specific_cred[0].name, cred_response.name)
# delete the credential
self.adla_catalog_client.catalog.delete_credential(
self.job_account_name,
self.db_name,
self.credential_name
)
# try to get the credential and ensure it throws
try:
cred_response = self.adla_catalog_client.catalog.get_credential(
self.job_account_name,
self.db_name,
self.credential_name
)
self.assertTrue(False, 'should not have made it here')
except Exception:
pass
@ResourceGroupPreparer(location=_REGION)
def test_adla_compute_policies(self, resource_group, location):
self.run_prereqs(resource_group, location)
# define account params
account_name = self.get_resource_name('pyarmadla')
user_id = '8ce05900-7a9e-4895-b3f0-0fbcee507803'
user_policy_name = self.get_resource_name('adlapolicy1')
group_id = '0583cfd7-60f5-43f0-9597-68b85591fc69'
group_policy_name = self.get_resource_name('adlapolicy2')
params_create = azure.mgmt.datalake.analytics.account.models.CreateDataLakeAnalyticsAccountParameters(
location = location,
default_data_lake_store_account = self.adls_account_name,
data_lake_store_accounts = [
azure.mgmt.datalake.analytics.account.models.AddDataLakeStoreWithAccountParameters(
name = self.adls_account_name
)
],
compute_policies = [
azure.mgmt.datalake.analytics.account.models.CreateComputePolicyWithAccountParameters(
name = user_policy_name,
object_id = user_id,
object_type = azure.mgmt.datalake.analytics.account.models.AADObjectType.user,
max_degree_of_parallelism_per_job = 1,
min_priority_per_job = 1
)
]
)
# create and validate an ADLA account
adla_account = self.adla_account_client.accounts.create(
resource_group.name,
account_name,
params_create,
).result()
# full validation of the create
self.assertEqual(adla_account.name, account_name)
self.assertIsNotNone(adla_account.id)
self.assertIn(account_name, adla_account.id)
self.assertEqual(location, adla_account.location)
self.assertEqual('Microsoft.DataLakeAnalytics/accounts', adla_account.type)
self.assertEqual(1, len(adla_account.data_lake_store_accounts))
self.assertEqual(self.adls_account_name, adla_account.default_data_lake_store_account)
# get the account and validate compute policy exists
adla_account = self.adla_account_client.accounts.get(
resource_group.name,
account_name
)
self.assertEqual(user_policy_name, list(adla_account.compute_policies)[0].name)
self.assertEqual(1, len(list(adla_account.compute_policies)))
# validate compute policy CRUD
new_policy = self.adla_account_client.compute_policies.create_or_update(
resource_group.name,
account_name,
group_policy_name,
azure.mgmt.datalake.analytics.account.models.CreateOrUpdateComputePolicyParameters(
object_id = group_id,
object_type = azure.mgmt.datalake.analytics.account.models.AADObjectType.group,
max_degree_of_parallelism_per_job = 1,
min_priority_per_job = 1
)
)
self.assertEqual(group_id, new_policy.object_id)
self.assertEqual(azure.mgmt.datalake.analytics.account.models.AADObjectType.group.value, new_policy.object_type)
self.assertEqual(1, new_policy.max_degree_of_parallelism_per_job)
self.assertEqual(1, new_policy.min_priority_per_job)
# get policy
new_policy = self.adla_account_client.compute_policies.get(
resource_group.name,
account_name,
group_policy_name
)
self.assertEqual(group_id, new_policy.object_id)
self.assertEqual(azure.mgmt.datalake.analytics.account.models.AADObjectType.group.value, new_policy.object_type)
self.assertEqual(1, new_policy.max_degree_of_parallelism_per_job)
self.assertEqual(1, new_policy.min_priority_per_job)
# list all policies
list_policy = list(
self.adla_account_client.compute_policies.list_by_account(
resource_group.name,
account_name
)
)
self.assertEqual(2, len(list_policy))
# remove the group policy and verify list length is 1
self.adla_account_client.compute_policies.delete(
resource_group.name,
account_name,
group_policy_name
)
list_policy = list(
self.adla_account_client.compute_policies.list_by_account(
resource_group.name,
account_name
)
)
self.assertEqual(1, len(list_policy))
# delete account
self.adla_account_client.accounts.delete(
resource_group.name,
account_name
).wait()
@ResourceGroupPreparer(location=_REGION)
def test_adla_accounts(self, resource_group, location):
self.run_prereqs(resource_group, location)
# define account params
account_name = self.get_resource_name('pyarmadla')
params_create = azure.mgmt.datalake.analytics.account.models.CreateDataLakeAnalyticsAccountParameters(
location = location,
default_data_lake_store_account = self.adls_account_name,
data_lake_store_accounts = [
azure.mgmt.datalake.analytics.account.models.AddDataLakeStoreWithAccountParameters(
name = self.adls_account_name
)
],
tags = {
'tag1' : 'value1'
}
)
# ensure that the account name is available
name_availability = self.adla_account_client.accounts.check_name_availability(
location.replace(" ", ""),
account_name
)
self.assertTrue(name_availability.name_available)
# create and validate an ADLA account
adla_account = self.adla_account_client.accounts.create(
resource_group.name,
account_name,
params_create
).result()
# ensure that the account name is no longer available
name_availability = self.adla_account_client.accounts.check_name_availability(
location.replace(" ", ""),
account_name
)
self.assertFalse(name_availability.name_available)
# full validation of the create
self.assertEqual(adla_account.name, account_name)
self.assertEqual(azure.mgmt.datalake.analytics.account.models.DataLakeAnalyticsAccountStatus.succeeded, adla_account.provisioning_state)
self.assertIsNotNone(adla_account.id)
self.assertIn(account_name, adla_account.id)
self.assertEqual(location, adla_account.location)
self.assertEqual('Microsoft.DataLakeAnalytics/accounts', adla_account.type)
self.assertEqual(adla_account.tags['tag1'], 'value1')
self.assertEqual(1, len(adla_account.data_lake_store_accounts))
self.assertEqual(self.adls_account_name, adla_account.default_data_lake_store_account)
# get the account and do the same checks
adla_account = self.adla_account_client.accounts.get(
resource_group.name,
account_name
)
# full validation of the create
self.assertEqual(adla_account.name, account_name)
self.assertEqual(azure.mgmt.datalake.analytics.account.models.DataLakeAnalyticsAccountStatus.succeeded, adla_account.provisioning_state)
self.assertIsNotNone(adla_account.id)
self.assertIn(account_name, adla_account.id)
self.assertEqual(location, adla_account.location)
self.assertEqual('Microsoft.DataLakeAnalytics/accounts', adla_account.type)
self.assertEqual(adla_account.tags['tag1'], 'value1')
self.assertEqual(1, len(adla_account.data_lake_store_accounts))
self.assertEqual(self.adls_account_name, adla_account.default_data_lake_store_account)
# list all the accounts (there should always be at least 2)
account_list_by_rg = list(self.adla_account_client.accounts.list_by_resource_group(resource_group.name))
self.assertGreater(len(account_list_by_rg), 0)
account_list = list(self.adla_account_client.accounts.list())
self.assertGreater(len(account_list), 0)
# update the tags
adla_account = self.adla_account_client.accounts.update(
resource_group.name,
account_name,
azure.mgmt.datalake.analytics.account.models.UpdateDataLakeAnalyticsAccountParameters(
tags = {
'tag2' : 'value2'
}
)
).result()
self.assertEqual(adla_account.tags['tag2'], 'value2')
# confirm that 'locations.get_capability' is functional
get_capability = self.adla_account_client.locations.get_capability(location.replace(" ", ""))
self.assertIsNotNone(get_capability)
# confirm that 'operations.list' is functional
operations_list = self.adla_account_client.operations.list()
self.assertIsNotNone(operations_list)
self.adla_account_client.accounts.delete(
resource_group.name,
account_name
).wait()
#------------------------------------------------------------------------------
if __name__ == '__main__':
unittest.main()
|