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# Copyright 2021 Collate
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
OpenMetadata high-level API Table test
"""
from unittest import TestCase
from metadata.generated.schema.api.data.createDatabase import CreateDatabaseRequest
from metadata.generated.schema.api.data.createDatabaseSchema import (
CreateDatabaseSchemaRequest,
)
from metadata.generated.schema.api.data.createTable import CreateTableRequest
from metadata.generated.schema.api.services.createDatabaseService import (
CreateDatabaseServiceRequest,
)
from metadata.generated.schema.entity.data.table import Column, DataType, Table
from metadata.generated.schema.entity.services.connections.database.mysqlConnection import (
MysqlConnection,
)
from metadata.generated.schema.entity.services.connections.metadata.openMetadataConnection import (
OpenMetadataConnection,
)
from metadata.generated.schema.entity.services.databaseService import (
DatabaseConnection,
DatabaseService,
DatabaseServiceType,
)
from metadata.generated.schema.security.client.openMetadataJWTClientConfig import (
OpenMetadataJWTClientConfig,
)
from metadata.ingestion.ometa.ometa_api import OpenMetadata
from metadata.utils.helpers import find_column_in_table
class OMetaTableTest(TestCase):
"""
Run this integration test with the local API available
Install the ingestion package before running the tests
"""
service_entity_id = None
entity_id = None
server_config = OpenMetadataConnection(
hostPort="http://localhost:8585/api",
authProvider="openmetadata",
securityConfig=OpenMetadataJWTClientConfig(
jwtToken="eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg"
),
)
metadata = OpenMetadata(server_config)
assert metadata.health_check()
service = CreateDatabaseServiceRequest(
name="test-service-table-patch",
serviceType=DatabaseServiceType.Mysql,
connection=DatabaseConnection(
config=MysqlConnection(
username="username",
password="password",
hostPort="http://localhost:1234",
)
),
)
service_type = "databaseService"
@classmethod
def setUpClass(cls) -> None:
"""
Prepare ingredients
"""
cls.service_entity = cls.metadata.create_or_update(data=cls.service)
create_db = CreateDatabaseRequest(
name="test-db",
service=cls.service_entity.fullyQualifiedName,
)
create_db_entity = cls.metadata.create_or_update(data=create_db)
create_schema = CreateDatabaseSchemaRequest(
name="test-schema",
database=create_db_entity.fullyQualifiedName,
)
create_schema_entity = cls.metadata.create_or_update(data=create_schema)
cls.create = CreateTableRequest(
name="test",
databaseSchema=create_schema_entity.fullyQualifiedName,
columns=[
Column(name="id", dataType=DataType.BIGINT),
Column(name="another", dataType=DataType.BIGINT),
],
)
res: Table = cls.metadata.create_or_update(data=cls.create)
cls.entity_id = res.id
@classmethod
def tearDownClass(cls) -> None:
"""
Clean up
"""
service_id = str(
cls.metadata.get_by_name(
entity=DatabaseService, fqn="test-service-table-patch"
).id.__root__
)
cls.metadata.delete(
entity=DatabaseService,
entity_id=service_id,
recursive=True,
hard_delete=True,
)
def test_patch_description(self):
"""
Update description and force
"""
updated: Table = self.metadata.patch_description(
entity=Table, entity_id=self.entity_id, description="New description"
)
assert updated.description.__root__ == "New description"
not_updated = self.metadata.patch_description(
entity=Table, entity_id=self.entity_id, description="Not passing force"
)
assert not not_updated
force_updated: Table = self.metadata.patch_description(
entity=Table,
entity_id=self.entity_id,
description="Forced new",
force=True,
)
assert force_updated.description.__root__ == "Forced new"
def test_patch_column_description(self):
"""
Update column description and force
"""
updated: Table = self.metadata.patch_column_description(
entity_id=self.entity_id,
description="New column description",
column_name="another",
)
updated_col = find_column_in_table(column_name="another", table=updated)
assert updated_col.description.__root__ == "New column description"
not_updated = self.metadata.patch_column_description(
entity_id=self.entity_id,
description="Not passing force",
column_name="another",
)
assert not not_updated
force_updated: Table = self.metadata.patch_column_description(
entity_id=self.entity_id,
description="Forced new",
column_name="another",
force=True,
)
updated_col = find_column_in_table(column_name="another", table=force_updated)
assert updated_col.description.__root__ == "Forced new"
def test_patch_tag(self):
"""
Update table tags
"""
updated: Table = self.metadata.patch_tag(
entity=Table,
entity_id=self.entity_id,
tag_fqn="PII.Sensitive", # Shipped by default
)
assert updated.tags[0].tagFQN.__root__ == "PII.Sensitive"
updated: Table = self.metadata.patch_tag(
entity=Table,
entity_id=self.entity_id,
tag_fqn="Tier.Tier2", # Shipped by default
)
assert updated.tags[0].tagFQN.__root__ == "PII.Sensitive"
assert updated.tags[1].tagFQN.__root__ == "Tier.Tier2"
def test_patch_column_tags(self):
"""
Update column tags
"""
updated: Table = self.metadata.patch_column_tag(
entity_id=self.entity_id,
tag_fqn="PII.Sensitive", # Shipped by default
column_name="id",
)
updated_col = find_column_in_table(column_name="id", table=updated)
assert updated_col.tags[0].tagFQN.__root__ == "PII.Sensitive"
updated_again: Table = self.metadata.patch_column_tag(
entity_id=self.entity_id,
tag_fqn="Tier.Tier2", # Shipped by default
column_name="id",
)
updated_again_col = find_column_in_table(column_name="id", table=updated_again)
assert updated_again_col.tags[0].tagFQN.__root__ == "PII.Sensitive"
assert updated_again_col.tags[1].tagFQN.__root__ == "Tier.Tier2"