OpenMetadata/ingestion/tests/unit/topology/database/test_postgres.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 Postgres using the topology
"""

import types
from unittest import TestCase
from unittest.mock import patch

from sqlalchemy.types import VARCHAR

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 Column, Constraint, DataType
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.postgres.metadata import (
    GEOMETRY,
    POINT,
    POLYGON,
    PostgresSource,
)
from metadata.ingestion.source.database.postgres.query_parser import (
    PostgresQueryParserSource,
)
from metadata.ingestion.source.database.postgres.usage import PostgresUsageSource

mock_postgres_config = {
    "source": {
        "type": "postgres",
        "serviceName": "local_postgres1",
        "serviceConnection": {
            "config": {
                "type": "Postgres",
                "username": "username",
                "password": "password",
                "hostPort": "localhost:5432",
                "database": "postgres",
            }
        },
        "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_postgres_usage_config = {
    "source": {
        "type": "postgres-usage",
        "serviceName": "local_postgres1",
        "serviceConnection": {
            "config": {
                "type": "Postgres",
                "username": "username",
                "password": "password",
                "hostPort": "localhost:5432",
                "database": "postgres",
            }
        },
        "sourceConfig": {
            "config": {
                "type": "DatabaseUsage",
                "queryLogDuration": 1,
            }
        },
    },
    "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_DATABASE_SERVICE = DatabaseService(
    id="85811038-099a-11ed-861d-0242ac120002",
    name="postgres_source",
    connection=DatabaseConnection(),
    serviceType=DatabaseServiceType.Postgres,
)

MOCK_DATABASE = Database(
    id="2aaa012e-099a-11ed-861d-0242ac120002",
    name="118146679784",
    fullyQualifiedName="postgres_source.default",
    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="postgres_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",
    ),
)


MOCK_COLUMN_VALUE = [
    {
        "name": "username",
        "type": VARCHAR(),
        "nullable": True,
        "default": None,
        "autoincrement": False,
        "system_data_type": "varchar(50)",
        "comment": None,
    },
    {
        "name": "geom_c",
        "type": GEOMETRY(),
        "nullable": True,
        "default": None,
        "autoincrement": False,
        "system_data_type": "geometry",
        "comment": None,
    },
    {
        "name": "point_c",
        "type": POINT(),
        "nullable": True,
        "default": None,
        "autoincrement": False,
        "system_data_type": "point",
        "comment": None,
    },
    {
        "name": "polygon_c",
        "type": POLYGON(),
        "nullable": True,
        "default": None,
        "autoincrement": False,
        "comment": None,
        "system_data_type": "polygon",
    },
]


EXPECTED_COLUMN_VALUE = [
    Column(
        name="username",
        displayName=None,
        dataType=DataType.VARCHAR,
        arrayDataType=None,
        dataLength=1,
        precision=None,
        scale=None,
        dataTypeDisplay="varchar(50)",
        description=None,
        fullyQualifiedName=None,
        tags=None,
        constraint=Constraint.NULL,
        ordinalPosition=None,
        jsonSchema=None,
        children=None,
        customMetrics=None,
        profile=None,
    ),
    Column(
        name="geom_c",
        displayName=None,
        dataType=DataType.GEOMETRY,
        arrayDataType=None,
        dataLength=1,
        precision=None,
        scale=None,
        dataTypeDisplay="geometry",
        description=None,
        fullyQualifiedName=None,
        tags=None,
        constraint=Constraint.NULL,
        ordinalPosition=None,
        jsonSchema=None,
        children=None,
        customMetrics=None,
        profile=None,
    ),
    Column(
        name="point_c",
        displayName=None,
        dataType=DataType.GEOMETRY,
        arrayDataType=None,
        dataLength=1,
        precision=None,
        scale=None,
        dataTypeDisplay="point",
        description=None,
        fullyQualifiedName=None,
        tags=None,
        constraint=Constraint.NULL,
        ordinalPosition=None,
        jsonSchema=None,
        children=None,
        customMetrics=None,
        profile=None,
    ),
    Column(
        name="polygon_c",
        displayName=None,
        dataType=DataType.GEOMETRY,
        arrayDataType=None,
        dataLength=1,
        precision=None,
        scale=None,
        dataTypeDisplay="polygon",
        description=None,
        fullyQualifiedName=None,
        tags=None,
        constraint=Constraint.NULL,
        ordinalPosition=None,
        jsonSchema=None,
        children=None,
        customMetrics=None,
        profile=None,
    ),
]


class PostgresUnitTest(TestCase):
    @patch(
        "metadata.ingestion.source.database.common_db_source.CommonDbSourceService.test_connection"
    )
    def __init__(self, methodName, test_connection) -> None:
        super().__init__(methodName)
        test_connection.return_value = False
        self.config = OpenMetadataWorkflowConfig.parse_obj(mock_postgres_config)
        self.postgres_source = PostgresSource.create(
            mock_postgres_config["source"],
            self.config.workflowConfig.openMetadataServerConfig,
        )

        self.postgres_source.context.__dict__[
            "database_service"
        ] = MOCK_DATABASE_SERVICE
        self.postgres_source.context.__dict__["database"] = MOCK_DATABASE
        self.postgres_source.context.__dict__["database_schema"] = MOCK_DATABASE_SCHEMA

        self.usage_config = OpenMetadataWorkflowConfig.parse_obj(
            mock_postgres_usage_config
        )
        self.postgres_usage_source = PostgresUsageSource.create(
            mock_postgres_usage_config["source"],
            self.usage_config.workflowConfig.openMetadataServerConfig,
        )

    def test_datatype(self):
        inspector = types.SimpleNamespace()
        inspector.get_columns = (
            lambda table_name, schema_name, db_name: MOCK_COLUMN_VALUE
        )
        inspector.get_pk_constraint = lambda table_name, schema_name: []
        inspector.get_unique_constraints = lambda table_name, schema_name: []
        inspector.get_foreign_keys = lambda table_name, schema_name: []
        result, _, _ = self.postgres_source.get_columns_and_constraints(
            "public", "user", "postgres", inspector
        )
        for i in range(len(EXPECTED_COLUMN_VALUE)):
            self.assertEqual(result[i], EXPECTED_COLUMN_VALUE[i])

    @patch("sqlalchemy.engine.base.Engine.execute")
    def test_get_version_info(self, execute_fn):
        execute_fn.return_value = [["15.3 (Debian 15.3-1.pgdg110+1)"]]
        self.assertEqual("15.3", self.postgres_usage_source.get_postgres_version())

        execute_fn.return_value = [["11.16"]]
        self.assertEqual("11.16", self.postgres_usage_source.get_postgres_version())

        execute_fn.return_value = [["9.6.24"]]
        self.assertEqual("9.6.24", self.postgres_usage_source.get_postgres_version())

        execute_fn.return_value = [[]]
        self.assertIsNone(self.postgres_usage_source.get_postgres_version())