2022-11-29 16:22:08 +05:30
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# Copyright 2022 Collate
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2025-04-03 10:39:47 +05:30
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# Licensed under the Collate Community License, Version 1.0 (the "License");
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2022-11-29 16:22:08 +05:30
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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2025-04-03 10:39:47 +05:30
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# https://github.com/open-metadata/OpenMetadata/blob/main/ingestion/LICENSE
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2022-11-29 16:22:08 +05:30
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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Test Bigquery connector with CLI
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"""
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2024-12-06 14:21:33 +01:00
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import random
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2024-11-04 18:54:10 +01:00
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from typing import List, Tuple
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2022-11-29 16:22:08 +05:30
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2024-12-06 14:21:33 +01:00
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from metadata.data_quality.api.models import TestCaseDefinition
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from metadata.generated.schema.entity.data.table import (
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DmlOperationType,
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ProfileSampleType,
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SystemProfile,
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TableProfilerConfig,
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)
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from metadata.generated.schema.tests.basic import TestCaseResult, TestCaseStatus
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from metadata.generated.schema.tests.testCase import TestCaseParameterValue
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2024-10-24 07:47:50 +02:00
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from metadata.generated.schema.type.basic import Timestamp
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2023-04-14 15:58:31 +02:00
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from .common.test_cli_db import CliCommonDB
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from .common_e2e_sqa_mixins import SQACommonMethods
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class BigqueryCliTest(CliCommonDB.TestSuite, SQACommonMethods):
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create_table_query: str = """
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CREATE TABLE `open-metadata-beta.exclude_me`.orders (
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id int,
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order_name string
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)
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"""
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create_view_query: str = """
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CREATE VIEW `open-metadata-beta.exclude_me.view_orders` AS
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SELECT orders.id as id, orders.order_name as order_name
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FROM `open-metadata-beta`.exclude_me.orders;
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"""
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insert_data_queries: List[str] = [
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(
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"INSERT INTO `open-metadata-beta.exclude_me`.orders (id, order_name) VALUES "
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+ ",".join(
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[
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"(" + ",".join(values) + ")"
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for values in [
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(
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str(i),
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random.choice(["'PS'", "'XBOX'", "'NINTENDO'", "'SEGA'"]),
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)
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for i in range(1000)
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]
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]
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)
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+ ";"
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),
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"UPDATE `open-metadata-beta.exclude_me`.orders SET order_name = 'NINTENDO' WHERE id = 2",
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]
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drop_table_query: str = """
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DROP TABLE IF EXISTS `open-metadata-beta.exclude_me`.orders;
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"""
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drop_view_query: str = """
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DROP VIEW IF EXISTS `open-metadata-beta.exclude_me`.view_orders;
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"""
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def create_table_and_view(self) -> None:
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SQACommonMethods.create_table_and_view(self)
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def delete_table_and_view(self) -> None:
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SQACommonMethods.delete_table_and_view(self)
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2023-05-09 12:05:35 +02:00
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def delete_table_rows(self) -> None:
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SQACommonMethods.run_delete_queries(self)
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def update_table_row(self) -> None:
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SQACommonMethods.run_update_queries(self)
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@staticmethod
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def get_connector_name() -> str:
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return "bigquery"
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@staticmethod
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def expected_tables() -> int:
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return 2
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def expected_sample_size(self) -> int:
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return 50
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def view_column_lineage_count(self) -> int:
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return 2
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2025-01-09 14:59:49 +05:30
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def expected_lineage_node(self) -> str:
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return "local_bigquery.open-metadata-beta.exclude_me.view_orders"
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@staticmethod
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def _expected_profiled_tables() -> int:
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return 2
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@staticmethod
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def fqn_created_table() -> str:
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return "local_bigquery.open-metadata-beta.exclude_me.orders"
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@staticmethod
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def get_includes_schemas() -> List[str]:
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return ["exclude_me"]
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@staticmethod
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def get_includes_tables() -> List[str]:
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return ["exclude_table"]
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@staticmethod
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def get_excludes_tables() -> List[str]:
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return ["testtable"]
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@staticmethod
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def expected_filtered_schema_includes() -> int:
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return 1
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@staticmethod
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def expected_filtered_schema_excludes() -> int:
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return 1
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@staticmethod
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def expected_filtered_table_includes() -> int:
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return 1
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@staticmethod
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def expected_filtered_table_excludes() -> int:
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return 1
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@staticmethod
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def expected_filtered_mix() -> int:
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return 1
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@staticmethod
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def delete_queries() -> List[str]:
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return [
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"""
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DELETE FROM `open-metadata-beta.exclude_me`.orders WHERE id IN (1)
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""",
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]
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@staticmethod
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def update_queries() -> List[str]:
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return [
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"""
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UPDATE `open-metadata-beta.exclude_me`.orders SET order_name = 'NINTENDO' WHERE id = 2
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""",
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]
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def get_system_profile_cases(self) -> List[Tuple[str, List[SystemProfile]]]:
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return [
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(
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"local_bigquery.open-metadata-beta.exclude_me.orders",
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[
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SystemProfile(
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timestamp=Timestamp(root=0),
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operation=DmlOperationType.INSERT,
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rowsAffected=2,
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),
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SystemProfile(
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timestamp=Timestamp(root=1),
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operation=DmlOperationType.UPDATE,
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rowsAffected=1,
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),
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],
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)
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]
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2024-12-06 14:21:33 +01:00
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def add_table_profile_config(self):
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self.openmetadata.create_or_update_table_profiler_config(
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self.get_data_quality_table(),
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TableProfilerConfig(
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profileSampleType=ProfileSampleType.ROWS,
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profileSample=100,
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),
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)
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def get_data_quality_table(self):
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return self.fqn_created_table()
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def get_test_case_definitions(self) -> List[TestCaseDefinition]:
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return [
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TestCaseDefinition(
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name="bigquery_data_diff",
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testDefinitionName="tableDiff",
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computePassedFailedRowCount=True,
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parameterValues=[
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TestCaseParameterValue(
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name="table2",
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value=self.get_data_quality_table(),
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),
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TestCaseParameterValue(
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name="keyColumns",
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value='["id"]',
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),
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],
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)
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]
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def get_expected_test_case_results(self):
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return [TestCaseResult(testCaseStatus=TestCaseStatus.Success, timestamp=0)]
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