mirror of
https://github.com/open-metadata/OpenMetadata.git
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* feat: add global metric configuration for the profiler * style: ran java linting * fix: renamed disable to disabled * style: ran java linting * feat: ometa sdk for profiler setting * test: ingestion profiler global config tests * fix: update metric name to use MetricType Enum * fix: allow bot to retrieve settings * fix: exclude GX artifacts * feat: implement global profiler setting logic for ingestion side * fix: exclude metrics if Metric is empty * style: ran python linting * style: ran python linting * fix: skip empty metrics * style: ran python linting * fix: moved GET profiler config to seperate endpoint in system resource * fix: moved compute metric filter to MetricFilter + renamed container * fix: test failures * fix: profiler test case
99 lines
4.0 KiB
Python
99 lines
4.0 KiB
Python
# Copyright 2021 Schlameel
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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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OpenMetadata high-level API Server test
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"""
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from unittest import TestCase
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from metadata.generated.schema.configuration.profilerConfiguration import (
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MetricConfigurationDefinition,
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MetricType,
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ProfilerConfiguration,
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)
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from metadata.generated.schema.entity.data.table import DataType
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from metadata.generated.schema.entity.services.connections.metadata.openMetadataConnection import (
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OpenMetadataConnection,
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)
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from metadata.generated.schema.security.client.openMetadataJWTClientConfig import (
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OpenMetadataJWTClientConfig,
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)
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from metadata.generated.schema.settings.settings import Settings, SettingType
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from metadata.ingestion.ometa.ometa_api import OpenMetadata
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TEST_TOKEN = "eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg"
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class OMetaGlossaryTest(TestCase):
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"""
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Run this integration test with the local API available
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Install the ingestion package before running the tests
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"""
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server_config = OpenMetadataConnection(
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hostPort="http://localhost:8585/api",
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authProvider="openmetadata",
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securityConfig=OpenMetadataJWTClientConfig(
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jwtToken=TEST_TOKEN, # type: ignore
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),
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)
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metadata = OpenMetadata(server_config)
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assert metadata.health_check()
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@classmethod
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def tearDownClass(cls):
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"""Clean up after the test"""
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cls._clean_up_settings()
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@classmethod
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def _clean_up_settings(cls):
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"""Reset profiler settings"""
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profiler_configuration = ProfilerConfiguration(metricConfiguration=[])
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settings = Settings(
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config_type=SettingType.profilerConfiguration,
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config_value=profiler_configuration,
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)
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cls.metadata.create_or_update_settings(settings)
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def test_profiler_configuration(self):
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"""
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Test get_profiler_configuration
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"""
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profiler_configuration = ProfilerConfiguration(
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metricConfiguration=[
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MetricConfigurationDefinition(
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dataType=DataType.INT,
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disabled=False,
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metrics=[MetricType.valuesCount, MetricType.distinctCount],
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),
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MetricConfigurationDefinition(
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dataType=DataType.DATETIME, disabled=True, metrics=None
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),
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]
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)
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settings = Settings(
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config_type=SettingType.profilerConfiguration,
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config_value=profiler_configuration,
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)
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created_profiler_settings = self.metadata.create_or_update_settings(settings)
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self.assertEqual(settings.json(), created_profiler_settings.json())
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profiler_configuration.metricConfiguration.append(
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MetricConfigurationDefinition(
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dataType=DataType.STRING, disabled=False, metrics=[MetricType.histogram]
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)
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)
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updated_profiler_settings = self.metadata.create_or_update_settings(settings)
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self.assertEqual(settings.json(), updated_profiler_settings.json())
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