OpenMetadata/ingestion/tests/unit/topology/database/test_glue.py

#  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.

"""
Test Glue using the topology
"""

import json
from copy import deepcopy
from pathlib import Path
from unittest import TestCase
from unittest.mock import patch

from metadata.generated.schema.entity.data.database import Database
from metadata.generated.schema.entity.data.databaseSchema import DatabaseSchema
from metadata.generated.schema.entity.data.table import TableType
from metadata.generated.schema.entity.services.databaseService import (
    DatabaseConnection,
    DatabaseService,
    DatabaseServiceType,
)
from metadata.generated.schema.metadataIngestion.workflow import (
    OpenMetadataWorkflowConfig,
)
from metadata.generated.schema.type.entityReference import EntityReference
from metadata.ingestion.source.database.glue.metadata import GlueSource
from metadata.ingestion.source.database.glue.models import DatabasePage, TablePage

mock_file_path = (
    Path(__file__).parent.parent.parent / "resources/datasets/glue_db_dataset.json"
)
with open(mock_file_path) as file:
    mock_data: dict = json.load(file)

mock_glue_config = {
    "source": {
        "type": "glue",
        "serviceName": "local_glue",
        "serviceConnection": {
            "config": {
                "type": "Glue",
                "awsConfig": {
                    "awsAccessKeyId": "aws_access_key_id",
                    "awsSecretAccessKey": "aws_secret_access_key",
                    "awsRegion": "us-east-2",
                    "endPointURL": "https://endpoint.com/",
                },
            },
        },
        "sourceConfig": {"config": {"type": "DatabaseMetadata"}},
    },
    "sink": {"type": "metadata-rest", "config": {}},
    "workflowConfig": {
        "openMetadataServerConfig": {
            "hostPort": "http://localhost:8585/api",
            "authProvider": "openmetadata",
            "securityConfig": {
                "jwtToken": "eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg"
            },
        }
    },
}

MOCK_CUSTOM_DB_NAME = "NEW_DB"

mock_glue_config_db_test = deepcopy(mock_glue_config)
mock_glue_config_db_test["source"]["serviceConnection"]["config"][
    "databaseName"
] = MOCK_CUSTOM_DB_NAME

MOCK_DATABASE_SERVICE = DatabaseService(
    id="85811038-099a-11ed-861d-0242ac120002",
    name="glue_source",
    connection=DatabaseConnection(),
    serviceType=DatabaseServiceType.Glue,
)

MOCK_DATABASE = Database(
    id="2aaa012e-099a-11ed-861d-0242ac120002",
    name="118146679784",
    fullyQualifiedName="glue_source.118146679784",
    displayName="118146679784",
    description="",
    service=EntityReference(
        id="85811038-099a-11ed-861d-0242ac120002",
        type="databaseService",
    ),
)

MOCK_DATABASE_SCHEMA = DatabaseSchema(
    id="2aaa012e-099a-11ed-861d-0242ac120056",
    name="default",
    fullyQualifiedName="glue_source.118146679784.default",
    displayName="default",
    description="",
    database=EntityReference(
        id="2aaa012e-099a-11ed-861d-0242ac120002",
        type="database",
    ),
    service=EntityReference(
        id="2aaa012e-099a-11ed-861d-0242ac120002",
        type="database",
    ),
)

EXPECTED_DATABASE_NAMES = ["118146679784"]

EXPECTED_DATABASE_SCHEMA_NAMES = [
    "default",
    "mydatabase",
    "testdatalake_db",
    "zipcode-db",
]

EXPECTED_TABLE_NAMES = ["cloudfront_logs", "cloudfront_logs2", "map_table"]

EXPECTED_TABLE_TYPES = [TableType.External, TableType.Iceberg, TableType.View]


class GlueUnitTest(TestCase):
    @patch(
        "metadata.ingestion.source.database.glue.metadata.GlueSource.test_connection"
    )
    def __init__(self, methodName, test_connection) -> None:
        super().__init__(methodName)
        test_connection.return_value = False
        self.config = OpenMetadataWorkflowConfig.parse_obj(mock_glue_config)
        self.glue_source = GlueSource.create(
            mock_glue_config["source"],
            self.config.workflowConfig.openMetadataServerConfig,
        )
        self.glue_source.context.get().__dict__[
            "database_service"
        ] = MOCK_DATABASE_SERVICE.name.root
        self.glue_source.context.get().__dict__["database"] = MOCK_DATABASE.name.root
        self.glue_source.context.get().__dict__[
            "database_schema"
        ] = MOCK_DATABASE_SCHEMA.name.root
        self.glue_source._get_glue_database_and_schemas = lambda: [
            DatabasePage(**mock_data.get("mock_database_paginator"))
        ]
        self.glue_source._get_glue_tables = lambda: [
            TablePage(**mock_data.get("mock_table_paginator"))
        ]

    def test_database_names(self):
        assert EXPECTED_DATABASE_NAMES == list(self.glue_source.get_database_names())

    @patch(
        "metadata.ingestion.source.database.glue.metadata.GlueSource.test_connection"
    )
    def test_custom_db_name(self, test_connection):
        test_connection.return_value = False
        glue_source_new = GlueSource.create(
            mock_glue_config_db_test["source"],
            self.config.workflowConfig.openMetadataServerConfig,
        )
        self.assertEqual(
            list(glue_source_new.get_database_names()), [MOCK_CUSTOM_DB_NAME]
        )

    def test_database_schema_names(self):
        assert EXPECTED_DATABASE_SCHEMA_NAMES == list(
            self.glue_source.get_database_schema_names()
        )

    def test_table_names(self):
        for table_and_table_type in list(self.glue_source.get_tables_name_and_type()):
            table_and_table_type[0]
            assert table_and_table_type[0] in EXPECTED_TABLE_NAMES
            assert table_and_table_type[1] in EXPECTED_TABLE_TYPES