2023-11-10 11:00:06 +01:00
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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 Domains & Data Products test
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"""
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from unittest import TestCase
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from metadata.generated.schema.api.data.createDashboard import CreateDashboardRequest
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from metadata.generated.schema.api.domains.createDataProduct import (
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CreateDataProductRequest,
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)
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from metadata.generated.schema.api.domains.createDomain import CreateDomainRequest
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from metadata.generated.schema.api.services.createDashboardService import (
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CreateDashboardServiceRequest,
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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.dashboard import Dashboard
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from metadata.generated.schema.entity.domains.dataProduct import DataProduct
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from metadata.generated.schema.entity.domains.domain import Domain, DomainType
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from metadata.generated.schema.entity.services.connections.dashboard.lookerConnection import (
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LookerConnection,
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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.dashboardService import (
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DashboardConnection,
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DashboardService,
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DashboardServiceType,
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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.type.entityReference import EntityReference
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from metadata.generated.schema.type.entityReferenceList import EntityReferenceList
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from metadata.ingestion.ometa.ometa_api import OpenMetadata
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class OMetaDomainTest(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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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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user = metadata.create_or_update(
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data=CreateUserRequest(name="random-user", email="random@user.com"),
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)
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owners = EntityReferenceList(root=[EntityReference(id=user.id, type="user")])
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service = CreateDashboardServiceRequest(
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name="test-service-dashboard",
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serviceType=DashboardServiceType.Looker,
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connection=DashboardConnection(
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config=LookerConnection(
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hostPort="http://hostPort", clientId="id", clientSecret="secret"
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)
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),
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)
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service_type = "dashboardService"
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create_domain = CreateDomainRequest(
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domainType=DomainType.Consumer_aligned, name="TestDomain", description="random"
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)
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create_data_product = CreateDataProductRequest(
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name="TestDataProduct",
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description="random",
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domain="TestDomain",
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)
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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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cls.dashboard: Dashboard = cls.metadata.create_or_update(
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CreateDashboardRequest(
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name="test",
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service=cls.service_entity.fullyQualifiedName,
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)
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)
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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=DashboardService, fqn=cls.service.name.root
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).id.root
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)
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cls.metadata.delete(
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entity=DashboardService,
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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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domain: Domain = cls.metadata.get_by_name(
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entity=Domain, fqn=cls.create_domain.name.root
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)
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cls.metadata.delete(
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entity=Domain, entity_id=domain.id, recursive=True, hard_delete=True
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)
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def test_create(self):
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"""
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We can create a Domain and we receive it back as Entity
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"""
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res: Domain = self.metadata.create_or_update(data=self.create_domain)
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self.assertEqual(res.name, self.create_domain.name)
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self.assertEqual(res.description, self.create_domain.description)
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res: DataProduct = self.metadata.create_or_update(data=self.create_data_product)
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self.assertEqual(res.name, self.create_data_product.name)
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self.assertEqual(res.description, self.create_data_product.description)
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self.assertEqual(res.domain.name, self.create_data_product.domain.root)
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def test_get_name(self):
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"""We can fetch Domains & Data Products by name"""
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self.metadata.create_or_update(data=self.create_domain)
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res: Domain = self.metadata.get_by_name(
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entity=Domain, fqn=self.create_domain.name.root
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)
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self.assertEqual(res.name, self.create_domain.name)
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self.metadata.create_or_update(data=self.create_data_product)
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res: DataProduct = self.metadata.get_by_name(
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entity=DataProduct, fqn=self.create_data_product.name.root
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)
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self.assertEqual(res.name, self.create_data_product.name)
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def test_get_id(self):
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"""We can fetch Domains & Data Products by ID"""
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self.metadata.create_or_update(data=self.create_domain)
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res_name: Domain = self.metadata.get_by_name(
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entity=Domain, fqn=self.create_domain.name.root
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)
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res: Domain = self.metadata.get_by_id(entity=Domain, entity_id=res_name.id)
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self.assertEqual(res.name, self.create_domain.name)
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self.metadata.create_or_update(data=self.create_data_product)
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res_name: DataProduct = self.metadata.get_by_name(
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entity=DataProduct, fqn=self.create_data_product.name.root
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)
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res: DataProduct = self.metadata.get_by_id(
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entity=DataProduct, entity_id=res_name.id
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)
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self.assertEqual(res.name, self.create_data_product.name)
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def test_patch_domain(self):
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"""We can add domain to an asset"""
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domain: Domain = self.metadata.create_or_update(data=self.create_domain)
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self.metadata.patch_domain(entity=self.dashboard, domain=domain)
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updated_dashboard: Dashboard = self.metadata.get_by_name(
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entity=Dashboard, fqn=self.dashboard.fullyQualifiedName, fields=["domain"]
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)
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self.assertEqual(updated_dashboard.domain.name, domain.name.root)
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