2022-07-19 12:58:58 +02:00
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# Copyright 2021 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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OpenMetadata high-level API Table test
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"""
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from unittest import TestCase
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from metadata.generated.schema.api.data.createDatabase import CreateDatabaseRequest
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from metadata.generated.schema.api.data.createDatabaseSchema import (
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CreateDatabaseSchemaRequest,
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)
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from metadata.generated.schema.api.data.createTable import CreateTableRequest
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from metadata.generated.schema.api.services.createDatabaseService import (
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CreateDatabaseServiceRequest,
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)
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from metadata.generated.schema.entity.data.table import Column, DataType, Table
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from metadata.generated.schema.entity.services.connections.database.mysqlConnection import (
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MysqlConnection,
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)
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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.entity.services.databaseService import (
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DatabaseConnection,
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DatabaseService,
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DatabaseServiceType,
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)
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2022-09-26 16:19:47 +05:30
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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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2022-07-19 12:58:58 +02:00
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from metadata.ingestion.ometa.ometa_api import OpenMetadata
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from metadata.utils.helpers import find_column_in_table
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2022-07-19 12:58:58 +02:00
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class OMetaTableTest(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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service_entity_id = None
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entity_id = None
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2022-09-26 16:19:47 +05:30
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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="eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg"
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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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service = CreateDatabaseServiceRequest(
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name="test-service-table-patch",
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serviceType=DatabaseServiceType.Mysql,
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connection=DatabaseConnection(
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config=MysqlConnection(
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username="username",
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password="password",
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hostPort="http://localhost:1234",
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)
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),
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)
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service_type = "databaseService"
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@classmethod
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def setUpClass(cls) -> None:
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"""
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Prepare ingredients
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"""
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cls.service_entity = cls.metadata.create_or_update(data=cls.service)
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create_db = CreateDatabaseRequest(
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name="test-db",
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service=cls.service_entity.fullyQualifiedName,
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)
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create_db_entity = cls.metadata.create_or_update(data=create_db)
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create_schema = CreateDatabaseSchemaRequest(
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name="test-schema",
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database=create_db_entity.fullyQualifiedName,
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)
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create_schema_entity = cls.metadata.create_or_update(data=create_schema)
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cls.create = CreateTableRequest(
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name="test",
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databaseSchema=create_schema_entity.fullyQualifiedName,
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columns=[
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Column(name="id", dataType=DataType.BIGINT),
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Column(name="another", dataType=DataType.BIGINT),
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],
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)
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res: Table = cls.metadata.create_or_update(data=cls.create)
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cls.entity_id = res.id
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@classmethod
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def tearDownClass(cls) -> None:
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"""
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Clean up
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"""
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service_id = str(
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cls.metadata.get_by_name(
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entity=DatabaseService, fqn="test-service-table-patch"
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).id.__root__
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)
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cls.metadata.delete(
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entity=DatabaseService,
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entity_id=service_id,
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recursive=True,
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hard_delete=True,
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)
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def test_patch_description(self):
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"""
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Update description and force
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"""
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updated: Table = self.metadata.patch_description(
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entity=Table, entity_id=self.entity_id, description="New description"
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)
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assert updated.description.__root__ == "New description"
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not_updated = self.metadata.patch_description(
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entity=Table, entity_id=self.entity_id, description="Not passing force"
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)
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assert not not_updated
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force_updated: Table = self.metadata.patch_description(
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entity=Table,
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entity_id=self.entity_id,
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description="Forced new",
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force=True,
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)
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assert force_updated.description.__root__ == "Forced new"
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def test_patch_column_description(self):
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"""
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Update column description and force
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"""
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updated: Table = self.metadata.patch_column_description(
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entity_id=self.entity_id,
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description="New column description",
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column_name="another",
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)
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updated_col = find_column_in_table(column_name="another", table=updated)
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assert updated_col.description.__root__ == "New column description"
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not_updated = self.metadata.patch_column_description(
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entity_id=self.entity_id,
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description="Not passing force",
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column_name="another",
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)
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assert not not_updated
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force_updated: Table = self.metadata.patch_column_description(
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entity_id=self.entity_id,
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description="Forced new",
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column_name="another",
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force=True,
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)
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updated_col = find_column_in_table(column_name="another", table=force_updated)
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assert updated_col.description.__root__ == "Forced new"
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def test_patch_tag(self):
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"""
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Update table tags
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"""
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updated: Table = self.metadata.patch_tag(
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entity=Table,
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entity_id=self.entity_id,
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tag_fqn="PII.Sensitive", # Shipped by default
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)
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assert updated.tags[0].tagFQN.__root__ == "PII.Sensitive"
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updated: Table = self.metadata.patch_tag(
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entity=Table,
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entity_id=self.entity_id,
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tag_fqn="Tier.Tier2", # Shipped by default
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)
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assert updated.tags[0].tagFQN.__root__ == "PII.Sensitive"
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assert updated.tags[1].tagFQN.__root__ == "Tier.Tier2"
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def test_patch_column_tags(self):
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"""
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Update column tags
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"""
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updated: Table = self.metadata.patch_column_tag(
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entity_id=self.entity_id,
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tag_fqn="PII.Sensitive", # Shipped by default
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column_name="id",
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)
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updated_col = find_column_in_table(column_name="id", table=updated)
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assert updated_col.tags[0].tagFQN.__root__ == "PII.Sensitive"
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updated_again: Table = self.metadata.patch_column_tag(
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entity_id=self.entity_id,
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tag_fqn="Tier.Tier2", # Shipped by default
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column_name="id",
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)
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updated_again_col = find_column_in_table(column_name="id", table=updated_again)
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assert updated_again_col.tags[0].tagFQN.__root__ == "PII.Sensitive"
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assert updated_again_col.tags[1].tagFQN.__root__ == "Tier.Tier2"
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