2021-10-26 23:18:43 +02:00
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"""
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2021-10-28 20:31:38 +02:00
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OpenMetadata high-level API Table test
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2021-10-26 23:18:43 +02:00
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"""
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import uuid
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from unittest import TestCase
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from metadata.generated.schema.api.data.createDatabase import (
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CreateDatabaseEntityRequest,
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)
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from metadata.generated.schema.api.data.createTable import CreateTableEntityRequest
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from metadata.generated.schema.api.services.createDatabaseService import (
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CreateDatabaseServiceEntityRequest,
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)
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from metadata.generated.schema.api.teams.createUser import CreateUserEntityRequest
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from metadata.generated.schema.entity.data.database import Database
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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.databaseService import (
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DatabaseService,
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DatabaseServiceType,
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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.jdbcConnection import JdbcInfo
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from metadata.ingestion.ometa.ometa_api import OpenMetadata
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from metadata.ingestion.ometa.openmetadata_rest import MetadataServerConfig
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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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server_config = MetadataServerConfig(api_endpoint="http://localhost:8585/api")
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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=CreateUserEntityRequest(name="random-user", email="random@user.com"),
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)
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owner = EntityReference(id=user.id, type="user")
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service = CreateDatabaseServiceEntityRequest(
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name="test-service-table",
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serviceType=DatabaseServiceType.MySQL,
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jdbc=JdbcInfo(driverClass="jdbc", connectionUrl="jdbc://localhost"),
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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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cls.create_db = CreateDatabaseEntityRequest(
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name="test-db",
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service=EntityReference(id=cls.service_entity.id, type="databaseService"),
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)
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cls.create_db_entity = cls.metadata.create_or_update(data=cls.create_db)
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cls.entity = Table(
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id=uuid.uuid4(),
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name="test",
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database=EntityReference(id=cls.create_db_entity.id, type="database"),
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fullyQualifiedName="test-service-table.test-db.test",
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columns=[Column(name="id", dataType=DataType.BIGINT)],
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)
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cls.create = CreateTableEntityRequest(
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name="test",
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database=cls.create_db_entity.id,
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columns=[Column(name="id", dataType=DataType.BIGINT)],
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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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_id = str(
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cls.metadata.get_by_name(
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entity=Table, fqdn="test-service-table.test-db.test"
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).id.__root__
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)
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database_id = str(
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cls.metadata.get_by_name(
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entity=Database, fqdn="test-service-table.test-db"
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).id.__root__
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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, fqdn="test-service-table"
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).id.__root__
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)
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cls.metadata.delete(entity=Table, entity_id=_id)
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cls.metadata.delete(entity=Database, entity_id=database_id)
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cls.metadata.delete(entity=DatabaseService, entity_id=service_id)
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def test_create(self):
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"""
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We can create a Table and we receive it back as Entity
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"""
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res = self.metadata.create_or_update(data=self.create)
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self.assertEqual(res.name, self.entity.name)
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self.assertEqual(res.database.id, self.entity.database.id)
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self.assertEqual(res.owner, None)
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def test_update(self):
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"""
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Updating it properly changes its properties
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"""
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res_create = self.metadata.create_or_update(data=self.create)
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updated = self.create.dict(exclude_unset=True)
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updated["owner"] = self.owner
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updated_entity = CreateTableEntityRequest(**updated)
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res = self.metadata.create_or_update(data=updated_entity)
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# Same ID, updated algorithm
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self.assertEqual(res.database.id, updated_entity.database)
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self.assertEqual(res_create.id, res.id)
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self.assertEqual(res.owner.id, self.user.id)
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def test_get_name(self):
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"""
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We can fetch a Table by name and get it back as Entity
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"""
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self.metadata.create_or_update(data=self.create)
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res = self.metadata.get_by_name(
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entity=Table, fqdn=self.entity.fullyQualifiedName
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)
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self.assertEqual(res.name, self.entity.name)
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def test_get_id(self):
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"""
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We can fetch a Table by ID and get it back as Entity
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"""
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self.metadata.create_or_update(data=self.create)
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# First pick up by name
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res_name = self.metadata.get_by_name(
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entity=Table, fqdn=self.entity.fullyQualifiedName
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)
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# Then fetch by ID
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res = self.metadata.get_by_id(entity=Table, entity_id=str(res_name.id.__root__))
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self.assertEqual(res_name.id, res.id)
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def test_list(self):
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"""
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We can list all our Tables
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"""
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self.metadata.create_or_update(data=self.create)
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res = self.metadata.list_entities(entity=Table, limit=100)
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# Fetch our test Database. We have already inserted it, so we should find it
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data = next(
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iter(ent for ent in res.entities if ent.name == self.entity.name), None
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)
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assert data
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def test_delete(self):
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"""
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We can delete a Table by ID
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"""
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self.metadata.create_or_update(data=self.create)
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# Find by name
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res_name = self.metadata.get_by_name(
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entity=Table, fqdn=self.entity.fullyQualifiedName
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)
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# Then fetch by ID
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res_id = self.metadata.get_by_id(
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entity=Table, entity_id=str(res_name.id.__root__)
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)
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# Delete
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self.metadata.delete(entity=Table, entity_id=str(res_id.id.__root__))
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# Then we should not find it
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res = self.metadata.list_entities(entity=Table)
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assert not next(
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iter(
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ent
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for ent in res.entities
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if ent.fullyQualifiedName == self.entity.fullyQualifiedName
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),
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None,
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)
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