mirror of
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142 lines
4.1 KiB
Python
142 lines
4.1 KiB
Python
# Copyright 2022 Collate
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# Licensed under the Collate Community License, Version 1.0 (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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# https://github.com/open-metadata/OpenMetadata/blob/main/ingestion/LICENSE
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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 Datalake connector with CLI
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"""
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import urllib.parse
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from pathlib import Path
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from typing import List
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import pytest
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from metadata.workflow.metadata import MetadataWorkflow
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from .base.e2e_types import E2EType
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from .base.test_cli import PATH_TO_RESOURCES
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from .common.test_cli_db import CliCommonDB
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class DatalakeCliTest(CliCommonDB.TestSuite):
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@classmethod
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def setUpClass(cls) -> None:
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connector = cls.get_connector_name()
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workflow: MetadataWorkflow = cls.get_workflow(
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test_type=cls.get_test_type(), connector=connector
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)
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cls.openmetadata = workflow.source.metadata
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cls.config_file_path = str(
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Path(PATH_TO_RESOURCES + f"/database/{connector}/{connector}.yaml")
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)
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cls.test_file_path = str(
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Path(PATH_TO_RESOURCES + f"/database/{connector}/test.yaml")
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)
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def tearDown(self) -> None:
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pass
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def create_table_and_view(self):
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pass
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def delete_table_and_view(self):
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pass
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@staticmethod
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def get_connector_name() -> str:
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return "datalake_s3"
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@staticmethod
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def expected_tables() -> int:
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return 7
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@staticmethod
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def expected_profiled_tables() -> int:
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return 6
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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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pass
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def expected_lineage_node(self) -> str:
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pass
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@staticmethod
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def fqn_created_table() -> str:
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return 'aws_datalake.default.aws-datalake-e2e."sales/sales.csv"'
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@staticmethod
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def fqn_deleted_table() -> None:
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return None
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@staticmethod
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def get_includes_schemas() -> List[str]:
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return ["aws-datalake-e2e"]
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@staticmethod
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def get_includes_tables() -> List[str]:
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return [".*example.*"]
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@staticmethod
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def get_excludes_tables() -> List[str]:
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return [".*test.*"]
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@staticmethod
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def expected_filtered_schema_includes() -> int:
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return 0
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@staticmethod
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def expected_filtered_schema_excludes() -> int:
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return 3
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@staticmethod
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def expected_filtered_table_includes() -> int:
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return 7
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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 7
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def retrieve_lineage(self, entity_fqn: str) -> dict:
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return self.openmetadata.client.get(
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f"/lineage/table/name/{urllib.parse.quote_plus(entity_fqn)}?upstreamDepth=3&downstreamDepth=3"
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)
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@pytest.mark.order(2)
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def test_create_table_with_profiler(self) -> None:
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# delete table in case it exists
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self.delete_table_and_view()
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# create a table and a view
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self.create_table_and_view()
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# build config file for ingest
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self.build_config_file()
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# run ingest with new tables
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self.run_command()
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# build config file for profiler
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self.build_config_file(
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E2EType.PROFILER,
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# Otherwise the sampling here takes too long
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extra_args={"profileSample": 5, "includes": self.get_includes_schemas()},
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)
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# run profiler with new tables
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result = self.run_command("profile")
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sink_status, source_status = self.retrieve_statuses(result)
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self.assert_for_table_with_profiler(source_status, sink_status)
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@pytest.mark.order(11)
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def test_lineage(self) -> None:
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pytest.skip("Lineage not configured. Skipping Test")
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