# 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. """ Validate conversion between OpenMetadata and SQLAlchemy ORM """ import uuid import pytest import sqlalchemy from metadata.generated.schema.entity.data.database import Database from metadata.generated.schema.entity.data.table import Column, DataType, Table from metadata.generated.schema.type.entityReference import EntityReference from metadata.orm_profiler.orm.converter import get_db_name, ometa_to_orm def test_simple_conversion(): """ Check that we can convert simple tables """ database = Database( id=uuid.uuid4(), name="one_db", service=EntityReference( id=uuid.uuid4(), name="one_service", type="databaseService" ), ) table = Table( id=uuid.uuid4(), name="table1", database=EntityReference(id=uuid.uuid4(), name="one_db", type="database"), fullyQualifiedName=f"service.one_db.table1", columns=[ Column(name="id", dataType=DataType.BIGINT), Column(name="name", dataType=DataType.STRING), Column(name="age", dataType=DataType.INT), Column(name="last_updated", dataType=DataType.TIMESTAMP), Column(name="created_date", dataType=DataType.DATE), Column(name="group", dataType=DataType.CHAR), Column(name="savings", dataType=DataType.DECIMAL), ], ) orm_table = ometa_to_orm(table=table, database=database) assert orm_table.__tablename__ == "table1" assert orm_table.__table_args__.get("schema") == "one_db" assert isinstance(orm_table.id.type, sqlalchemy.BIGINT) assert isinstance(orm_table.name.type, sqlalchemy.String) assert isinstance(orm_table.age.type, sqlalchemy.INTEGER) assert isinstance(orm_table.last_updated.type, sqlalchemy.TIMESTAMP) assert isinstance(orm_table.created_date.type, sqlalchemy.DATE) assert isinstance(orm_table.group.type, sqlalchemy.CHAR) assert isinstance(orm_table.savings.type, sqlalchemy.DECIMAL) def test_db_name(): """ Check that the singledispatch handles correctly the db name """ database = Database( id=uuid.uuid4(), name="one_db", service=EntityReference( id=uuid.uuid4(), name="one_service", type="databaseService" ), ) assert get_db_name("hola") == "hola" assert get_db_name(database) == "one_db" with pytest.raises(NotImplementedError): get_db_name(3)