OpenMetadata/ingestion/tests/unit/test_importer.py

Ignoring revisions in .git-blame-ignore-revs. Click here to bypass and see the normal blame view.

91 lines
3.2 KiB
Python
Raw Permalink Normal View History

# Copyright 2025 Collate
# Licensed under the Collate Community License, Version 1.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# https://github.com/open-metadata/OpenMetadata/blob/main/ingestion/LICENSE
# 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 import utilities
"""
from unittest import TestCase
from metadata.generated.schema.entity.services.serviceType import ServiceType
from metadata.utils.importer import (
get_class_name_root,
get_module_name,
get_source_module_name,
import_bulk_sink_type,
import_from_module,
import_processor_class,
import_sink_class,
import_stage_class,
)
[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
from metadata.utils.service_spec.service_spec import import_source_class
# pylint: disable=import-outside-toplevel
class ImporterTest(TestCase):
"""
Validate that we properly convert
module paths and load classes.
"""
def test_get_module_name(self) -> None:
self.assertEqual(get_source_module_name("mysql"), "metadata")
self.assertEqual(get_source_module_name("redshift-usage"), "usage")
self.assertEqual(get_module_name("query-parser"), "query_parser")
def test_get_class_name(self) -> None:
self.assertEqual(get_class_name_root("mysql"), "Mysql")
self.assertEqual(get_class_name_root("redshift-usage"), "RedshiftUsage")
def test_import_class(self) -> None:
from metadata.ingestion.source.database.mysql.metadata import MysqlSource
self.assertEqual(
import_from_module(
"metadata.ingestion.source.database.mysql.metadata.MysqlSource"
),
MysqlSource,
)
def test_import_source_class(self) -> None:
from metadata.ingestion.source.database.mysql.metadata import MysqlSource
self.assertEqual(
import_source_class(service_type=ServiceType.Database, source_type="mysql"),
MysqlSource,
)
def test_import_processor_class(self) -> None:
from metadata.ingestion.processor.query_parser import QueryParserProcessor
self.assertEqual(
import_processor_class(processor_type="query-parser"),
QueryParserProcessor,
)
def test_import_stage_class(self) -> None:
from metadata.ingestion.stage.table_usage import TableUsageStage
self.assertEqual(import_stage_class(stage_type="table-usage"), TableUsageStage)
def test_import_sink_class(self) -> None:
from metadata.ingestion.sink.metadata_rest import MetadataRestSink
self.assertEqual(import_sink_class(sink_type="metadata-rest"), MetadataRestSink)
def test_import_bulk_sink_type(self) -> None:
from metadata.ingestion.bulksink.metadata_usage import MetadataUsageBulkSink
self.assertEqual(
import_bulk_sink_type(bulk_sink_type="metadata-usage"),
MetadataUsageBulkSink,
)