mirror of
https://github.com/open-metadata/OpenMetadata.git
synced 2025-07-18 14:39:44 +00:00
01b246f586
* ISSUE-3485: Added DynamoDB Unit Test * Added more tests and optimized code * Re-added list check condition * Added file sink test * Fixed file path * added assert for table and column names * Modified exception block and optimized test cases Co-authored-by: Onkar Ravgan <onkarravgan@Onkars-MacBook-Pro.local>
130 lines
4.4 KiB
Python
130 lines
4.4 KiB
Python
# 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.
|
|
|
|
"""
|
|
Query parser utils tests
|
|
"""
|
|
import json
|
|
from unittest import TestCase
|
|
from unittest.mock import patch
|
|
|
|
from metadata.generated.schema.entity.data.database import Database
|
|
from metadata.generated.schema.entity.data.table import Column
|
|
from metadata.generated.schema.entity.data.table import Table as GTable
|
|
from metadata.ingestion.api.workflow import Workflow
|
|
from metadata.ingestion.models.ometa_table_db import OMetaDatabaseAndTable
|
|
|
|
CONFIG = """
|
|
{
|
|
"source": {
|
|
"type": "dynamodb",
|
|
"config": {
|
|
"aws_access_key_id": "aws_access_key_id",
|
|
"aws_secret_access_key": "aws_secret_access_key",
|
|
"service_name": "DynamoDBTest",
|
|
"region_name": "us-east-2",
|
|
"endpoint_url": "https://dynamodb.us-east-2.amazonaws.com",
|
|
"db_name":"custom_database_name",
|
|
"table_filter_pattern":{
|
|
"excludes": ["Music.*"]
|
|
}
|
|
}
|
|
},
|
|
"sink": {
|
|
"type": "file",
|
|
"config": {
|
|
"filename": "./datasets.json"
|
|
}
|
|
},
|
|
"metadata_server": {
|
|
"type": "metadata-server",
|
|
"config": {
|
|
"api_endpoint": "http://localhost:8585/api",
|
|
"auth_provider_type": "no-auth"
|
|
}
|
|
}
|
|
}
|
|
|
|
"""
|
|
|
|
|
|
def execute_workflow():
|
|
workflow = Workflow.create(json.loads(CONFIG))
|
|
workflow.execute()
|
|
workflow.print_status()
|
|
workflow.stop()
|
|
|
|
|
|
class Table:
|
|
def __init__(self, name, attribute_definitions):
|
|
self.name = name
|
|
self.attribute_definitions = attribute_definitions
|
|
|
|
|
|
def get_file_path():
|
|
return json.loads(CONFIG)["sink"]["config"]["filename"]
|
|
|
|
|
|
MOCK_GET_COLUMNS = [
|
|
{"AttributeName": "Name", "AttributeType": "S"},
|
|
{"AttributeName": "Location", "AttributeType": "L"},
|
|
]
|
|
|
|
MOCK_GET_COLUMNS_TWO = [{"AttributeName": 1234, "AttributeType": "S"}]
|
|
|
|
MOCK_GET_TABLE_NAMES = [
|
|
Table(name="Forum", attribute_definitions=MOCK_GET_COLUMNS),
|
|
Table(name="Music", attribute_definitions=MOCK_GET_COLUMNS),
|
|
Table(name="ProductCatalog", attribute_definitions=MOCK_GET_COLUMNS),
|
|
Table(name="Reply", attribute_definitions=MOCK_GET_COLUMNS),
|
|
Table(name="Thread", attribute_definitions=MOCK_GET_COLUMNS),
|
|
Table(name=1234, attribute_definitions=MOCK_GET_COLUMNS),
|
|
Table(name="Cars", attribute_definitions=MOCK_GET_COLUMNS_TWO),
|
|
]
|
|
|
|
MOCK_GET_TABLE_NAMES_EMPTY = []
|
|
|
|
MOCK_GET_TABLE_NAMES_OTHER_DATATYPE = None
|
|
|
|
|
|
@patch("boto3.resources.collection.CollectionManager.all")
|
|
@patch("sqlalchemy.engine.base.Engine.connect")
|
|
class DynamoDbIngestionTest(TestCase):
|
|
def test_dynamodb_empty_table(self, mock_connect, all):
|
|
all.return_value = MOCK_GET_TABLE_NAMES_EMPTY
|
|
execute_workflow()
|
|
file_path = get_file_path()
|
|
with open(file_path, "r") as file:
|
|
assert len(json.loads(file.read())) == 0
|
|
|
|
def test_dynamodb_other_datatype_table(self, mock_connect, all):
|
|
all.return_value = MOCK_GET_TABLE_NAMES_OTHER_DATATYPE
|
|
execute_workflow()
|
|
file_path = get_file_path()
|
|
with open(file_path, "r") as file:
|
|
assert len(json.loads(file.read())) == 0
|
|
|
|
def test_dynamodb_file_sink(self, mock_connect, all):
|
|
all.return_value = MOCK_GET_TABLE_NAMES
|
|
execute_workflow()
|
|
table_names_list = [i.name for i in MOCK_GET_TABLE_NAMES]
|
|
column_names_list = [i["AttributeName"] for i in MOCK_GET_COLUMNS]
|
|
file_path = get_file_path()
|
|
with open(file_path, "r") as file:
|
|
for item in json.loads(file.read()):
|
|
OMetaDatabaseAndTable.parse_obj(item)
|
|
Database.parse_obj(item.get("database"))
|
|
table_obj = GTable.parse_obj(item.get("table"))
|
|
assert table_obj.name.__root__ in table_names_list
|
|
for column in table_obj.columns:
|
|
column_obj = Column.parse_obj(column)
|
|
assert column_obj.name.__root__ in column_names_list
|