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338 lines
12 KiB
Python
338 lines
12 KiB
Python
# Copyright 2025 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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OpenMetadata high-level API Service test
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"""
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from metadata.generated.schema.entity.services.dashboardService import (
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DashboardService,
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DashboardServiceType,
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)
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from metadata.generated.schema.entity.services.databaseService import (
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DatabaseService,
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DatabaseServiceType,
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)
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from metadata.generated.schema.entity.services.messagingService import (
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MessagingService,
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MessagingServiceType,
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)
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from metadata.generated.schema.metadataIngestion.workflow import (
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Source as WorkflowSource,
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)
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from metadata.ingestion.ometa.ometa_api import OpenMetadata
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class TestOMetaServiceAPI:
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"""
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Service API integration tests.
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Tests get_service_or_create for various service types.
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Uses fixtures from conftest:
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- metadata: OpenMetadata client (session scope)
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- metadata_ingestion_bot: OpenMetadata client as ingestion-bot (module scope)
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"""
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def test_create_database_service_mysql(self, metadata_ingestion_bot):
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"""
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Create a db service from WorkflowSource
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"""
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data = {
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"type": "mysql",
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"serviceName": "local_mysql",
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"serviceConnection": {
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"config": {
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"type": "Mysql",
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"username": "openmetadata_user",
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"authType": {"password": "openmetadata_password"},
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"hostPort": "random:3306",
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}
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},
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"sourceConfig": {"config": {"type": "DatabaseMetadata"}},
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}
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workflow_source = WorkflowSource(**data)
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service: DatabaseService = metadata_ingestion_bot.get_service_or_create(
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entity=DatabaseService, config=workflow_source
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)
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assert service
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assert service.serviceType == DatabaseServiceType.Mysql
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assert service.connection.config.authType.password.get_secret_value() == "openmetadata_password"
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assert service == metadata_ingestion_bot.get_service_or_create(entity=DatabaseService, config=workflow_source)
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metadata_ingestion_bot.delete(
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entity=DatabaseService,
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entity_id=service.id,
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hard_delete=True,
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recursive=True,
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)
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def test_create_database_service_mssql(self, metadata_ingestion_bot):
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"""
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Create a db service from WorkflowSource
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"""
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data = {
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"type": "mssql",
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"serviceName": "local_mssql",
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"serviceConnection": {
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"config": {
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"type": "Mssql",
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"username": "openmetadata_user",
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"password": "openmetadata_password",
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"hostPort": "random:1433",
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"database": "master",
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}
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},
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"sourceConfig": {"config": {"type": "DatabaseMetadata"}},
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}
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workflow_source = WorkflowSource(**data)
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service: DatabaseService = metadata_ingestion_bot.get_service_or_create(
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entity=DatabaseService, config=workflow_source
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)
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assert service
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assert service.serviceType == DatabaseServiceType.Mssql
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assert service.connection.config.password.get_secret_value() == "openmetadata_password"
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assert service == metadata_ingestion_bot.get_service_or_create(entity=DatabaseService, config=workflow_source)
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metadata_ingestion_bot.delete(
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entity=DatabaseService,
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entity_id=service.id,
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hard_delete=True,
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recursive=True,
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)
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def test_create_database_service_bigquery(self, metadata_ingestion_bot):
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"""
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Create a db service from WorkflowSource
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"""
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data = {
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"type": "bigquery",
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"serviceName": "local_bigquery",
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"serviceConnection": {
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"config": {
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"type": "BigQuery",
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"credentials": {
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"gcpConfig": {
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"type": "service_account",
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"projectId": "projectID",
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"privateKeyId": "privateKeyId",
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"privateKey": "privateKey",
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"clientEmail": "clientEmail",
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"clientId": "clientId",
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"authUri": "https://accounts.google.com/o/oauth2/auth",
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"tokenUri": "https://oauth2.googleapis.com/token",
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"authProviderX509CertUrl": "https://www.googleapis.com/oauth2/v1/certs",
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"clientX509CertUrl": "https://cert.url",
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}
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},
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}
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},
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"sourceConfig": {"config": {"type": "DatabaseMetadata"}},
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}
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workflow_source = WorkflowSource(**data)
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service: DatabaseService = metadata_ingestion_bot.get_service_or_create(
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entity=DatabaseService, config=workflow_source
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)
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assert service
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assert service.serviceType == DatabaseServiceType.BigQuery
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assert service == metadata_ingestion_bot.get_service_or_create(entity=DatabaseService, config=workflow_source)
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metadata_ingestion_bot.delete(
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entity=DatabaseService,
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entity_id=service.id,
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hard_delete=True,
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recursive=True,
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)
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def test_create_dashboard_service_looker(self, metadata_ingestion_bot):
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"""
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Create a db service from WorkflowSource
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"""
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data = {
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"type": "looker",
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"serviceName": "local_looker",
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"serviceConnection": {
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"config": {
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"type": "Looker",
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"clientId": "id",
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"clientSecret": "secret",
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"hostPort": "http://random:1234",
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}
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},
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"sourceConfig": {"config": {}},
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}
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workflow_source = WorkflowSource(**data)
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service: DashboardService = metadata_ingestion_bot.get_service_or_create(
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entity=DashboardService, config=workflow_source
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)
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assert service
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assert service.serviceType == DashboardServiceType.Looker
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assert service.connection.config.clientSecret.get_secret_value() == "secret"
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assert service == metadata_ingestion_bot.get_service_or_create(entity=DashboardService, config=workflow_source)
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metadata_ingestion_bot.delete(
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entity=DashboardService,
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entity_id=service.id,
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hard_delete=True,
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recursive=True,
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)
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def test_create_dashboard_service_tableau(self, metadata_ingestion_bot):
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"""
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Create a db service from WorkflowSource
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"""
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data = {
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"type": "tableau",
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"serviceName": "local_tableau",
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"serviceConnection": {
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"config": {
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"type": "Tableau",
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"authType": {"username": "tb_user", "password": "tb_pwd"},
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"hostPort": "http://random:1234",
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"siteName": "openmetadata",
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}
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},
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"sourceConfig": {"config": {"topicFilterPattern": {}}},
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}
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workflow_source = WorkflowSource(**data)
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service: DashboardService = metadata_ingestion_bot.get_service_or_create(
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entity=DashboardService, config=workflow_source
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)
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assert service
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assert service.serviceType == DashboardServiceType.Tableau
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assert service.connection.config.authType.password.get_secret_value() == "tb_pwd"
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assert service == metadata_ingestion_bot.get_service_or_create(entity=DashboardService, config=workflow_source)
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metadata_ingestion_bot.delete(
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entity=DashboardService,
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entity_id=service.id,
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hard_delete=True,
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recursive=True,
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)
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def test_create_messaging_service_kafka(self, metadata_ingestion_bot):
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"""
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Create a db service from WorkflowSource
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"""
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data = {
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"type": "kafka",
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"serviceName": "local_kafka",
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"serviceConnection": {"config": {"type": "Kafka", "bootstrapServers": "localhost:9092"}},
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"sourceConfig": {"config": {}},
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}
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workflow_source = WorkflowSource(**data)
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service: MessagingService = metadata_ingestion_bot.get_service_or_create(
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entity=MessagingService, config=workflow_source
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)
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assert service
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assert service.serviceType == MessagingServiceType.Kafka
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assert service == metadata_ingestion_bot.get_service_or_create(entity=MessagingService, config=workflow_source)
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metadata_ingestion_bot.delete(
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entity=MessagingService,
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entity_id=service.id,
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hard_delete=True,
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recursive=True,
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)
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def test_create_db_service_without_connection(self, metadata_ingestion_bot):
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"""We can create a service via API without storing the creds"""
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config = metadata_ingestion_bot.config.model_copy(deep=True)
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config.storeServiceConnection = False
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metadata_no_password = OpenMetadata(config)
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data = {
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"type": "mysql",
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"serviceName": "mysql_no_conn",
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"serviceConnection": {
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"config": {
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"type": "Mysql",
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"username": "openmetadata_user",
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"authType": {"password": "openmetadata_password"},
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"hostPort": "random:3306",
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}
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},
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"sourceConfig": {"config": {"type": "DatabaseMetadata"}},
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}
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workflow_source = WorkflowSource(**data)
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service: DatabaseService = metadata_no_password.get_service_or_create(
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entity=DatabaseService, config=workflow_source
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)
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assert service
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assert service.serviceType == DatabaseServiceType.Mysql
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assert service.connection is None
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assert service == metadata_no_password.get_service_or_create(entity=DatabaseService, config=workflow_source)
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metadata_no_password.delete(
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entity=DatabaseService,
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entity_id=service.id,
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hard_delete=True,
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recursive=True,
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)
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def test_create_dashboard_service_without_connection(self, metadata_ingestion_bot):
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"""We can create a service via API without storing the creds"""
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config = metadata_ingestion_bot.config.model_copy(deep=True)
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config.storeServiceConnection = False
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metadata_no_password = OpenMetadata(config)
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data = {
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"type": "tableau",
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"serviceName": "tableau_no_conn",
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"serviceConnection": {
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"config": {
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"type": "Tableau",
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"authType": {"username": "tb_user", "password": "tb_pwd"},
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"hostPort": "http://random:1234",
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"siteName": "openmetadata",
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}
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},
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"sourceConfig": {"config": {"topicFilterPattern": {}}},
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}
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workflow_source = WorkflowSource(**data)
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service: DashboardService = metadata_no_password.get_service_or_create(
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entity=DashboardService, config=workflow_source
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)
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assert service
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assert service.serviceType == DashboardServiceType.Tableau
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assert service.connection is None
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assert service == metadata_no_password.get_service_or_create(entity=DashboardService, config=workflow_source)
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metadata_no_password.delete(
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entity=DashboardService,
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entity_id=service.id,
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hard_delete=True,
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recursive=True,
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)
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