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* ref(profiler): use di for system profile - use source classes that can be overridden in system profiles - use a manifest class instead of factory to specify which class to resolve for connectors - example usage can be seen in redshift and snowflake * - added manifests for all custom profilers - used super() dependency injection in order for system metrics source - formatting * - implement spec for all source types - added docs for the new specification - added some pylint ignores in the importer module * remove TYPE_CHECKING in core.py * - deleted valuedispatch function - deleted get_system_metrics_by_dialect - implemented BigQueryProfiler with a system metrics source - moved import_source_class to BaseSpec * - removed tests related to the profiler factory * - reverted start_time - removed DML_STAT_TO_DML_STATEMENT_MAPPING - removed unused logger * - reverted start_time - removed DML_STAT_TO_DML_STATEMENT_MAPPING - removed unused logger * fixed tests * format * bigquery system profile e2e tests * fixed module docstring * - removed import_side_effects from redshift. we still use it in postgres for the orm conversion maps. - removed leftover methods * - tests for BaseSpec - moved get_class_path to importer * - moved constructors around to get rid of useless kwargs * - changed test_system_metric * - added linage and usage to service_spec - fixed postgres native lineage test * add comments on collaborative constructors
151 lines
4.4 KiB
Python
151 lines
4.4 KiB
Python
# Copyright 2022 Collate
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# Licensed under the Apache License, Version 2.0 (the "License");
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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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# http://www.apache.org/licenses/LICENSE-2.0
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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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from typing import List
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from metadata.generated.schema.entity.data.table import DmlOperationType, SystemProfile
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from metadata.generated.schema.type.basic import Timestamp
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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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"INSERT INTO `open-metadata-beta.exclude_me`.orders (id, order_name) VALUES (1,'XBOX'), (2,'PS');",
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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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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 inserted_rows_count(self) -> int:
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return len(self.insert_data_queries)
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def view_column_lineage_count(self) -> int:
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return 2
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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.UPDATE,
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rowsAffected=1,
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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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],
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)
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]
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