OpenMetadata/ingestion/tests/integration/ometa/test_ometa_table_api.py

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