mirror of
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559 lines
20 KiB
Python
559 lines
20 KiB
Python
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# 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 Glossary test
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"""
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import logging
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import time
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from unittest import TestCase
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from metadata.generated.schema.api.data.createGlossary import CreateGlossaryRequest
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from metadata.generated.schema.api.data.createGlossaryTerm import (
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CreateGlossaryTermRequest,
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)
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from metadata.generated.schema.api.teams.createUser import CreateUserRequest
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from metadata.generated.schema.entity.data.glossary import Glossary
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from metadata.generated.schema.entity.data.glossaryTerm import GlossaryTerm
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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.teams.user import User
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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.type import basic
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from metadata.generated.schema.type.entityReference import EntityReference
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from metadata.ingestion.ometa.ometa_api import OpenMetadata
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from metadata.ingestion.ometa.utils import model_str
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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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service_entity_id = None
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glossary_entity_id: basic.Uuid = None
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create_glossary: CreateGlossaryRequest = None
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create_glossary_term_1: CreateGlossaryTermRequest = None
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create_glossary_term_2: CreateGlossaryTermRequest = None
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create_glossary_term_3: CreateGlossaryTermRequest = None
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glossary_term_1: GlossaryTerm = None
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glossary_term_2: GlossaryTerm = None
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glossary_term_3: GlossaryTerm = None
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user_1: User = None
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user_2: User = None
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user_3: User = None
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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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@classmethod
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def check_es_index(cls) -> None:
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"""
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Wait until the index has been updated with the test user.
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"""
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logging.info("Checking ES index status...")
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tries = 0
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res = None
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while not res and tries <= 5: # Kill in 5 seconds
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res = cls.metadata.es_search_from_fqn(
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entity_type=User,
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fqn_search_string="Levy",
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)
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if not res:
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tries += 1
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time.sleep(1)
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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.user_1 = cls.metadata.create_or_update(
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data=CreateUserRequest(
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name="test.user.1", email="test.user.1@getcollate.io"
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),
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)
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cls.user_2 = cls.metadata.create_or_update(
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data=CreateUserRequest(
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name="test.user.2", email="test.user.2@getcollate.io"
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),
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)
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cls.user_3 = cls.metadata.create_or_update(
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data=CreateUserRequest(
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name="test.user.3", email="test.user.3@getcollate.io"
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),
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)
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cls.check_es_index()
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cls.create_glossary = CreateGlossaryRequest(
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name="test-glossary",
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displayName="test-glossary",
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description="Description of test glossary",
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owner=EntityReference(
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id=model_str(cls.user_1.id),
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type="user",
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),
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)
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cls.create_glossary_term_1 = CreateGlossaryTermRequest(
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glossary=cls.create_glossary.name,
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name="GT1",
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displayName="Glossary Term 1",
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description="Test glossary term 1",
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owner=EntityReference(
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id=model_str(cls.user_1.id),
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type="user",
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),
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)
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cls.create_glossary_term_2 = CreateGlossaryTermRequest(
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glossary=cls.create_glossary.name,
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name="GT2",
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displayName="Glossary Term 2",
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description="Test glossary term 2",
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synonyms=["GT2S1", "GT2S2", "GT2S3"],
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owner=EntityReference(
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id=model_str(cls.user_1.id),
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type="user",
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),
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)
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cls.create_glossary_term_3 = CreateGlossaryTermRequest(
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glossary=cls.create_glossary.name,
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name="GT3",
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displayName="Glossary Term 3",
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description="Test glossary term 3",
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synonyms=["GT3S1", "GT3S2", "GT3S3"],
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owner=EntityReference(
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id=model_str(cls.user_1.id),
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type="user",
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),
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)
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# Leave some time for indexes to get updated, otherwise this happens too fast
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cls.check_es_index()
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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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cls.metadata.delete(
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entity=User,
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entity_id=cls.user_1.id,
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recursive=True,
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hard_delete=True,
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)
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cls.metadata.delete(
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entity=User,
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entity_id=cls.user_2.id,
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hard_delete=True,
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)
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cls.metadata.delete(
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entity=User,
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entity_id=cls.user_3.id,
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hard_delete=True,
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)
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if cls.glossary_term_3 is not None:
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cls.metadata.delete(
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entity=GlossaryTerm,
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entity_id=cls.glossary_term_3.id,
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hard_delete=True,
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)
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if cls.glossary_term_2 is not None:
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cls.metadata.delete(
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entity=GlossaryTerm,
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entity_id=cls.glossary_term_2.id,
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hard_delete=True,
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)
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if cls.glossary_term_1 is not None:
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cls.metadata.delete(
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entity=GlossaryTerm,
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entity_id=cls.glossary_term_1.id,
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hard_delete=True,
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)
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# glossary: Glossary = cls.metadata.get_by_name(
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# entity=Glossary,
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# fqn=model_str(cls.create_glossary.name),
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# )
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if cls.glossary_entity_id is not None:
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cls.metadata.delete(
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entity=Glossary,
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entity_id=cls.glossary_entity_id,
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hard_delete=True,
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)
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def test_create_glossary(self):
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"""
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Create a Glossary
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"""
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res: Glossary = self.metadata.create_or_update(self.create_glossary)
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self.assertIsNotNone(res)
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self.assertEqual(self.create_glossary.name, res.name)
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if self.glossary_entity_id is None:
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self.glossary_entity_id = res.id
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def test_create_glossary_term(self):
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"""
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Test the creation of a glossary term
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"""
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if OMetaGlossaryTest.glossary_entity_id is None:
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glossary: Glossary = self.metadata.create_or_update(self.create_glossary)
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OMetaGlossaryTest.glossary_entity_id = glossary.id
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# Create without parent
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res: GlossaryTerm = self.metadata.create_or_update(self.create_glossary_term_1)
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self.assertIsNotNone(res)
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self.assertEqual(self.create_glossary_term_1.name, res.name)
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self.assertEqual(
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f"{self.create_glossary.name.__root__}.{res.name.__root__}",
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res.fullyQualifiedName.__root__,
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)
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# Create with parent
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if OMetaGlossaryTest.glossary_term_1 is None:
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OMetaGlossaryTest.glossary_term_1 = res
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self.create_glossary_term_2.parent = self.glossary_term_1.fullyQualifiedName
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res = self.metadata.create_or_update(self.create_glossary_term_2)
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self.assertIsNotNone(res)
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self.assertEqual(self.create_glossary_term_2.name, res.name)
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self.assertEqual(model_str(self.create_glossary_term_1.name), res.parent.name)
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if OMetaGlossaryTest.glossary_term_2 is None:
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OMetaGlossaryTest.glossary_term_2 = res
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def test_patch_glossary_term_parent(self):
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"""
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Update parent via PATCH
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"""
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if OMetaGlossaryTest.glossary_entity_id is None:
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glossary: Glossary = self.metadata.create_or_update(self.create_glossary)
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OMetaGlossaryTest.glossary_entity_id = glossary.id
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if self.glossary_term_1 is None:
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OMetaGlossaryTest.glossary_term_1 = self.metadata.create_or_update(
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self.create_glossary_term_1
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)
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if self.glossary_term_2 is None:
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self.create_glossary_term_2.parent = self.glossary_term_1.fullyQualifiedName
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OMetaGlossaryTest.glossary_term_2 = self.metadata.create_or_update(
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self.create_glossary_term_2
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)
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if self.glossary_term_3 is None:
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OMetaGlossaryTest.glossary_term_3 = self.metadata.create_or_update(
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self.create_glossary_term_3
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)
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# Add parent
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res: GlossaryTerm = self.metadata.patch_glossary_term_parent(
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entity_id=self.glossary_term_3.id,
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parent_fqn=self.glossary_term_2.fullyQualifiedName,
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)
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self.assertIsNotNone(res)
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self.assertEqual(self.glossary_term_2.id, res.parent.id)
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# Move parent
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res: GlossaryTerm = self.metadata.patch_glossary_term_parent(
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entity_id=self.glossary_term_3.id,
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parent_fqn=self.glossary_term_1.fullyQualifiedName,
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)
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self.assertIsNotNone(res)
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self.assertEqual(self.glossary_term_1.id, res.parent.id)
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# Delete parent
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res = self.metadata.patch_glossary_term_parent(
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entity_id=self.glossary_term_3.id
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)
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self.assertIsNotNone(res)
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self.assertIsNone(res.parent)
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def test_patch_glossary_term_related_terms(self):
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"""
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Update related terms via PATCH
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"""
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if OMetaGlossaryTest.glossary_entity_id is None:
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glossary: Glossary = self.metadata.create_or_update(self.create_glossary)
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OMetaGlossaryTest.glossary_entity_id = glossary.id
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if self.glossary_term_1 is None:
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OMetaGlossaryTest.glossary_term_1 = self.metadata.create_or_update(
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self.create_glossary_term_1
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)
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if self.glossary_term_2 is None:
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OMetaGlossaryTest.glossary_term_2 = self.metadata.create_or_update(
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self.create_glossary_term_2
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)
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elif self.glossary_term_2.parent is not None:
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self.metadata.patch_glossary_term_parent(entity_id=self.glossary_term_2.id)
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if self.glossary_term_3 is None:
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OMetaGlossaryTest.glossary_term_3 = self.metadata.create_or_update(
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self.create_glossary_term_3
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)
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elif self.glossary_term_3.parent is not None:
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self.metadata.patch_glossary_term_parent(entity_id=self.glossary_term_3.id)
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# Add related term
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res: GlossaryTerm = self.metadata.patch_glossary_term_related_terms(
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entity_id=self.glossary_term_1.id,
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related_term_id=self.glossary_term_2.id,
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)
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self.assertIsNotNone(res)
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self.assertEqual(1, len(res.relatedTerms.__root__))
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self.assertEqual(self.glossary_term_2.id, res.relatedTerms.__root__[0].id)
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def test_patch_reviewer(self):
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"""
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Update reviewers via PATCH
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"""
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if OMetaGlossaryTest.glossary_entity_id is None:
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glossary: Glossary = self.metadata.create_or_update(self.create_glossary)
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OMetaGlossaryTest.glossary_entity_id = glossary.id
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if self.glossary_term_1 is None:
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OMetaGlossaryTest.glossary_term_1 = self.metadata.create_or_update(
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self.create_glossary_term_1
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)
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# Add Glossary Reviewer
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res_glossary: Glossary = self.metadata.patch_reviewers(
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entity=Glossary,
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entity_id=self.glossary_entity_id,
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reviewer_id=self.user_1.id,
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)
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self.assertIsNotNone(res_glossary)
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self.assertEqual(1, len(res_glossary.reviewers))
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self.assertEqual(self.user_1.id, res_glossary.reviewers[0].id)
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# Remove only Glossary reviewer
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res_glossary = self.metadata.patch_reviewers(
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entity=Glossary,
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entity_id=self.glossary_entity_id,
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)
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self.assertIsNotNone(res_glossary)
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self.assertEqual(0, len(res_glossary.reviewers))
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# Try to remove a Glossary reviewer from empty list - fails
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res_glossary = self.metadata.patch_reviewers(
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entity=Glossary,
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entity_id=self.glossary_entity_id,
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)
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self.assertIsNone(res_glossary)
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self.metadata.patch_reviewers(
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entity=Glossary,
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entity_id=self.glossary_entity_id,
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reviewer_id=self.user_1.id,
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)
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self.metadata.patch_reviewers(
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entity=Glossary,
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entity_id=self.glossary_entity_id,
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reviewer_id=self.user_2.id,
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)
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self.metadata.patch_reviewers(
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entity=Glossary,
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entity_id=self.glossary_entity_id,
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reviewer_id=self.user_3.id,
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)
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# Remove Glossary reviewer when there are many
|
||
|
res_glossary = self.metadata.patch_reviewers(
|
||
|
entity=Glossary,
|
||
|
entity_id=self.glossary_entity_id,
|
||
|
)
|
||
|
self.assertIsNotNone(res_glossary)
|
||
|
self.assertEqual(2, len(res_glossary.reviewers))
|
||
|
self.assertEqual(self.user_2.id, res_glossary.reviewers[1].id)
|
||
|
|
||
|
# Add GlossaryTerm Reviewer
|
||
|
res_glossary_term: GlossaryTerm = self.metadata.patch_reviewers(
|
||
|
entity=GlossaryTerm,
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
reviewer_id=self.user_1.id,
|
||
|
)
|
||
|
self.assertIsNotNone(res_glossary_term)
|
||
|
self.assertEqual(1, len(res_glossary_term.reviewers.__root__))
|
||
|
self.assertEqual(self.user_1.id, res_glossary_term.reviewers.__root__[0].id)
|
||
|
|
||
|
# Remove only GlossaryTerm reviewer
|
||
|
res_glossary_term = self.metadata.patch_reviewers(
|
||
|
entity=GlossaryTerm,
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
)
|
||
|
self.assertIsNotNone(res_glossary_term)
|
||
|
self.assertEqual(0, len(res_glossary_term.reviewers.__root__))
|
||
|
|
||
|
# Try to remove a GlossaryTerm reviewer from empty list - fails
|
||
|
res_glossary_term = self.metadata.patch_reviewers(
|
||
|
entity=GlossaryTerm,
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
)
|
||
|
self.assertIsNone(res_glossary_term)
|
||
|
|
||
|
self.metadata.patch_reviewers(
|
||
|
entity=GlossaryTerm,
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
reviewer_id=self.user_1.id,
|
||
|
)
|
||
|
self.metadata.patch_reviewers(
|
||
|
entity=GlossaryTerm,
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
reviewer_id=self.user_2.id,
|
||
|
)
|
||
|
self.metadata.patch_reviewers(
|
||
|
entity=GlossaryTerm,
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
reviewer_id=self.user_3.id,
|
||
|
)
|
||
|
|
||
|
# Remove GlossaryTerm reviewer when there are many
|
||
|
res_glossary_term = self.metadata.patch_reviewers(
|
||
|
entity=GlossaryTerm,
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
)
|
||
|
self.assertIsNotNone(res_glossary_term)
|
||
|
self.assertEqual(2, len(res_glossary_term.reviewers.__root__))
|
||
|
self.assertEqual(self.user_2.id, res_glossary_term.reviewers.__root__[1].id)
|
||
|
|
||
|
def test_patch_glossary_term_synonyms(self):
|
||
|
"""
|
||
|
Update synonyms via PATCH
|
||
|
"""
|
||
|
if OMetaGlossaryTest.glossary_entity_id is None:
|
||
|
glossary: Glossary = self.metadata.create_or_update(self.create_glossary)
|
||
|
OMetaGlossaryTest.glossary_entity_id = glossary.id
|
||
|
if self.glossary_term_1 is None:
|
||
|
OMetaGlossaryTest.glossary_term_1 = self.metadata.create_or_update(
|
||
|
self.create_glossary_term_1
|
||
|
)
|
||
|
|
||
|
# Add GlossaryTerm synonym
|
||
|
res: GlossaryTerm = self.metadata.patch_glossary_term_synonyms(
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
synonym="GT1S1",
|
||
|
)
|
||
|
self.assertIsNotNone(res)
|
||
|
self.assertEqual(1, len(res.synonyms))
|
||
|
self.assertEqual("GT1S1", model_str(res.synonyms[0]))
|
||
|
|
||
|
# Remove GlossaryTerm synonym
|
||
|
res = self.metadata.patch_glossary_term_synonyms(
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
)
|
||
|
self.assertIsNotNone(res)
|
||
|
self.assertEqual(0, len(res.synonyms))
|
||
|
|
||
|
# Remove GlossaryTerm synonym when empty - fails
|
||
|
res = self.metadata.patch_glossary_term_synonyms(
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
)
|
||
|
self.assertIsNone(res)
|
||
|
|
||
|
# Remove GlossaryTerm synonym when there are many
|
||
|
self.metadata.patch_glossary_term_synonyms(
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
synonym="GT1S1",
|
||
|
)
|
||
|
self.metadata.patch_glossary_term_synonyms(
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
synonym="GT1S2",
|
||
|
)
|
||
|
self.metadata.patch_glossary_term_synonyms(
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
synonym="GT1S3",
|
||
|
)
|
||
|
res = self.metadata.patch_glossary_term_synonyms(
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
)
|
||
|
self.assertIsNotNone(res)
|
||
|
self.assertEqual(2, len(res.synonyms))
|
||
|
self.assertEqual("GT1S2", model_str(res.synonyms[1]))
|
||
|
|
||
|
def test_patch_glossary_term_references(self):
|
||
|
"""
|
||
|
Update GlossaryTerm references via PATCH
|
||
|
"""
|
||
|
|
||
|
if OMetaGlossaryTest.glossary_entity_id is None:
|
||
|
glossary: Glossary = self.metadata.create_or_update(self.create_glossary)
|
||
|
OMetaGlossaryTest.glossary_entity_id = glossary.id
|
||
|
if self.glossary_term_1 is None:
|
||
|
OMetaGlossaryTest.glossary_term_1 = self.metadata.create_or_update(
|
||
|
self.create_glossary_term_1
|
||
|
)
|
||
|
|
||
|
# Add reference
|
||
|
res: GlossaryTerm = self.metadata.patch_glossary_term_references(
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
reference_name="GT1S1",
|
||
|
reference_endpoint="https://www.getcollate.io",
|
||
|
)
|
||
|
self.assertIsNotNone(res)
|
||
|
self.assertEqual(1, len(res.references))
|
||
|
self.assertEqual("GT1S1", res.references[0].name)
|
||
|
|
||
|
# Remove reference
|
||
|
res = self.metadata.patch_glossary_term_references(
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
)
|
||
|
self.assertIsNotNone(res)
|
||
|
self.assertEqual(0, len(res.references))
|
||
|
|
||
|
# Remove reference when list is empty - fails
|
||
|
res = self.metadata.patch_glossary_term_references(
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
)
|
||
|
self.assertIsNone(res)
|
||
|
|
||
|
# Remove reference when there are many
|
||
|
self.metadata.patch_glossary_term_references(
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
reference_name="GT1S1",
|
||
|
reference_endpoint="https://www.getcollate.io",
|
||
|
)
|
||
|
self.metadata.patch_glossary_term_references(
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
reference_name="GT1S2",
|
||
|
reference_endpoint="https://open-metadata.org/",
|
||
|
)
|
||
|
self.metadata.patch_glossary_term_references(
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
reference_name="GT1S3",
|
||
|
reference_endpoint="https://github.com/open-metadata/OpenMetadata",
|
||
|
)
|
||
|
|
||
|
res = self.metadata.patch_glossary_term_references(
|
||
|
entity_id=self.glossary_term_1.id,
|
||
|
)
|
||
|
self.assertIsNotNone(res)
|
||
|
self.assertEqual(2, len(res.references))
|
||
|
self.assertEqual("GT1S2", res.references[1].name)
|