OpenMetadata/ingestion/tests/cli_e2e/test_cli_bigquery.py
Imri Paran 95982b9395
[GEN-356] Use ServiceSpec for loading sources based on connectors (#18322)
* 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
2024-10-24 07:47:50 +02:00

151 lines
4.4 KiB
Python

# Copyright 2022 Collate
# 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.
"""
Test Bigquery connector with CLI
"""
from typing import List
from metadata.generated.schema.entity.data.table import DmlOperationType, SystemProfile
from metadata.generated.schema.type.basic import Timestamp
from .common.test_cli_db import CliCommonDB
from .common_e2e_sqa_mixins import SQACommonMethods
class BigqueryCliTest(CliCommonDB.TestSuite, SQACommonMethods):
create_table_query: str = """
CREATE TABLE `open-metadata-beta.exclude_me`.orders (
id int,
order_name string
)
"""
create_view_query: str = """
CREATE VIEW `open-metadata-beta.exclude_me.view_orders` AS
SELECT orders.id as id, orders.order_name as order_name
FROM `open-metadata-beta`.exclude_me.orders;
"""
insert_data_queries: List[str] = [
"INSERT INTO `open-metadata-beta.exclude_me`.orders (id, order_name) VALUES (1,'XBOX'), (2,'PS');",
"UPDATE `open-metadata-beta.exclude_me`.orders SET order_name = 'NINTENDO' WHERE id = 2",
]
drop_table_query: str = """
DROP TABLE IF EXISTS `open-metadata-beta.exclude_me`.orders;
"""
drop_view_query: str = """
DROP VIEW IF EXISTS `open-metadata-beta.exclude_me`.view_orders;
"""
def create_table_and_view(self) -> None:
SQACommonMethods.create_table_and_view(self)
def delete_table_and_view(self) -> None:
SQACommonMethods.delete_table_and_view(self)
def delete_table_rows(self) -> None:
SQACommonMethods.run_delete_queries(self)
def update_table_row(self) -> None:
SQACommonMethods.run_update_queries(self)
@staticmethod
def get_connector_name() -> str:
return "bigquery"
@staticmethod
def expected_tables() -> int:
return 2
def inserted_rows_count(self) -> int:
return len(self.insert_data_queries)
def view_column_lineage_count(self) -> int:
return 2
@staticmethod
def _expected_profiled_tables() -> int:
return 2
@staticmethod
def fqn_created_table() -> str:
return "local_bigquery.open-metadata-beta.exclude_me.orders"
@staticmethod
def get_includes_schemas() -> List[str]:
return ["exclude_me"]
@staticmethod
def get_includes_tables() -> List[str]:
return ["exclude_table"]
@staticmethod
def get_excludes_tables() -> List[str]:
return ["testtable"]
@staticmethod
def expected_filtered_schema_includes() -> int:
return 1
@staticmethod
def expected_filtered_schema_excludes() -> int:
return 1
@staticmethod
def expected_filtered_table_includes() -> int:
return 1
@staticmethod
def expected_filtered_table_excludes() -> int:
return 1
@staticmethod
def expected_filtered_mix() -> int:
return 1
@staticmethod
def delete_queries() -> List[str]:
return [
"""
DELETE FROM `open-metadata-beta.exclude_me`.orders WHERE id IN (1)
""",
]
@staticmethod
def update_queries() -> List[str]:
return [
"""
UPDATE `open-metadata-beta.exclude_me`.orders SET order_name = 'NINTENDO' WHERE id = 2
""",
]
def get_system_profile_cases(self) -> List[Tuple[str, List[SystemProfile]]]:
return [
(
"local_bigquery.open-metadata-beta.exclude_me.orders",
[
SystemProfile(
timestamp=Timestamp(root=0),
operation=DmlOperationType.UPDATE,
rowsAffected=1,
),
SystemProfile(
timestamp=Timestamp(root=0),
operation=DmlOperationType.INSERT,
rowsAffected=2,
),
],
)
]