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OpenMetadata/ingestion/tests/unit/topology/database/test_domodatabase.py
Mayur Singal 7760663b22
MINOR: Change ingestion licence header (#20549)
2025-04-03 10:39:47 +05:30

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# Copyright 2025 Collate
# Licensed under the Collate Community License, Version 1.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
# https://github.com/open-metadata/OpenMetadata/blob/main/ingestion/LICENSE
# 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 Domo Dashboard using the topology
"""
from unittest import TestCase
from unittest.mock import patch
from metadata.generated.schema.api.data.createDatabaseSchema import (
CreateDatabaseSchemaRequest,
)
from metadata.generated.schema.api.data.createTable import CreateTableRequest
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, DataType, 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.domodatabase.metadata import DomodatabaseSource
MOCK_DATABASE_SERVICE = DatabaseService(
id="c3eb265f-5445-4ad3-ba5e-797d3a3071bb",
name="domodashboard_source_test",
connection=DatabaseConnection(),
serviceType=DatabaseServiceType.DomoDatabase,
)
MOCK_DATABASE = Database(
id="a58b1856-729c-493b-bc87-6d2269b43ec0",
name="do_it_all_with_default_config",
fullyQualifiedName="domodashboard_source_test.do_it_all_with_default_config",
displayName="do_it_all_with_default_config",
description="",
service=EntityReference(
id="85811038-099a-11ed-861d-0242ac120002", type="databaseService"
),
)
MOCK_DATABASE_SCHEMA = DatabaseSchema(
id="c3eb265f-5445-4ad3-ba5e-797d3a3071bb",
name="do_it_all_with_default_schema",
fullyQualifiedName="domodashboard_source_test.do_it_all_with_default_config.do_it_all_with_default_schema",
service=EntityReference(id="c3eb265f-5445-4ad3-ba5e-797d3a3071bb", type="database"),
database=EntityReference(
id="a58b1856-729c-493b-bc87-6d2269b43ec0",
type="database",
),
)
EXPECTED_DATABASE_SCHEMA = [
CreateDatabaseSchemaRequest(
name="do_it_all_with_default_schema",
displayName=None,
description=None,
owners=None,
database="domodashboard_source_test.do_it_all_with_default_config",
)
]
mock_domodatabase_config = {
"source": {
"type": "domodatabase",
"serviceName": "test2",
"serviceConnection": {
"config": {
"type": "DomoDatabase",
"clientId": "00000",
"secretToken": "abcdefg",
"accessToken": "accessTpokem",
"apiHost": "api.domo.com",
"instanceDomain": "https://domain.domo.com",
}
},
"sourceConfig": {"config": {"type": "DatabaseMetadata"}},
},
"sink": {"type": "metadata-rest", "config": {}},
"workflowConfig": {
"openMetadataServerConfig": {
"hostPort": "http://localhost:8585/api",
"authProvider": "openmetadata",
"securityConfig": {"jwtToken": "domodatabase"},
}
},
}
MOCK_TABLE = {
"id": "01bcd21a-6a0d-4560-93c3-ad99b5e9af4c",
"name": "DataSet Input",
"description": "this is a description for dataset input",
"rows": 99,
"columns": 10,
"schema": {
"columns": [
{"type": "DOUBLE", "name": "amount"},
{"type": "DOUBLE", "name": "bank_transfer_amount"},
{"type": "DOUBLE", "name": "coupon_amount"},
{"type": "DOUBLE", "name": "credit_card_amount"},
]
},
"owner": {"id": 1027954122, "name": "Nihar Doshi"},
"dataCurrentAt": "2022-10-18T05:30:06Z",
"createdAt": "2022-10-17T05:52:21Z",
"updatedAt": "2022-10-18T05:30:07Z",
"pdpEnabled": False,
"policies": [
{
"id": 17,
"type": "open",
"name": "All Rows",
"filters": [],
"users": [],
"virtualUsers": [],
"groups": [],
}
],
}
EXPTECTED_TABLE = [
CreateTableRequest(
name="DataSet Input",
displayName="DataSet Input",
description="this is a description for dataset input",
tableType=TableType.Regular.value,
columns=[
Column(
name="amount",
displayName=None,
dataType=DataType.DOUBLE.value,
arrayDataType=None,
dataLength=None,
precision=None,
scale=None,
dataTypeDisplay=None,
description="",
fullyQualifiedName=None,
tags=None,
constraint=None,
ordinalPosition=1,
jsonSchema=None,
children=None,
customMetrics=None,
profile=None,
),
Column(
name="bank_transfer_amount",
displayName=None,
dataType=DataType.DOUBLE.value,
arrayDataType=None,
dataLength=None,
precision=None,
scale=None,
dataTypeDisplay=None,
description="",
fullyQualifiedName=None,
tags=None,
constraint=None,
ordinalPosition=2,
jsonSchema=None,
children=None,
customMetrics=None,
profile=None,
),
Column(
name="coupon_amount",
displayName=None,
dataType=DataType.DOUBLE.value,
arrayDataType=None,
dataLength=None,
precision=None,
scale=None,
dataTypeDisplay=None,
description="",
fullyQualifiedName=None,
tags=None,
constraint=None,
ordinalPosition=3,
jsonSchema=None,
children=None,
customMetrics=None,
profile=None,
),
Column(
name="credit_card_amount",
displayName=None,
dataType=DataType.DOUBLE.value,
arrayDataType=None,
dataLength=None,
precision=None,
scale=None,
dataTypeDisplay=None,
description="",
fullyQualifiedName=None,
tags=None,
constraint=None,
ordinalPosition=4,
jsonSchema=None,
children=None,
customMetrics=None,
profile=None,
),
],
tableConstraints=None,
tablePartition=None,
tableProfilerConfig=None,
owners=None,
databaseSchema="domodashboard_source_test.do_it_all_with_default_config.do_it_all_with_default_schema",
tags=None,
schemaDefinition=None,
extension=None,
)
]
class DomoDatabaseUnitTest(TestCase):
"""
Implements the necessary methods to extract
Domo Database Unit Test
"""
@patch(
"metadata.ingestion.source.database.database_service.DatabaseServiceSource.test_connection"
)
@patch("pydomo.Domo")
def __init__(
self,
methodName,
domo_client, # pylint: disable=unused-argument
test_connection,
) -> None:
super().__init__(methodName)
test_connection.return_value = False
self.config = OpenMetadataWorkflowConfig.model_validate(
mock_domodatabase_config
)
self.domodatabase = DomodatabaseSource.create(
mock_domodatabase_config["source"],
self.config.workflowConfig.openMetadataServerConfig,
)
self.domodatabase.context.get().__dict__["database"] = MOCK_DATABASE.name.root
self.domodatabase.context.get().__dict__[
"database_service"
] = MOCK_DATABASE_SERVICE.name.root
self.domodatabase.context.get().__dict__[
"database_schema"
] = MOCK_DATABASE_SCHEMA.name.root
def test_yield_schema(self):
schema_list = []
yield_schemas = self.domodatabase.yield_database_schema(
schema_name=MOCK_DATABASE_SCHEMA.name.root
)
for schema in yield_schemas:
if isinstance(schema, CreateDatabaseSchemaRequest):
schema_list.append(schema)
for _, (exptected, original) in enumerate(
zip(EXPECTED_DATABASE_SCHEMA, schema_list)
):
self.assertEqual(exptected, original)
def test_yield_table(self):
table_list = []
self.domodatabase.domo_client.ds_meta.return_value = MOCK_TABLE
yield_tables = self.domodatabase.yield_table(
("01bcd21a-6a0d-4560-93c3-ad99b5e9af4c", "Regular")
)
for table in yield_tables:
if isinstance(table, CreateTableRequest):
table_list.append(table)
for _, (expected, original) in enumerate(zip(EXPTECTED_TABLE, table_list)):
self.assertEqual(expected, original)
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