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Added integration testcontainer test for mongodb (#19282)
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@ -127,8 +127,13 @@ def unmask_password(create_service_request):
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"""
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def patch_password(service: DatabaseService):
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service.connection.config.authType.password = (
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create_service_request.connection.config.authType.password
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if hasattr(service.connection.config, "authType"):
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service.connection.config.authType.password = (
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create_service_request.connection.config.authType.password
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)
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return service
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service.connection.config.password = (
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create_service_request.connection.config.password
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)
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return service
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59
ingestion/tests/integration/mongodb/conftest.py
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59
ingestion/tests/integration/mongodb/conftest.py
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@ -0,0 +1,59 @@
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import os
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from datetime import datetime
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import pytest
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from _openmetadata_testutils.helpers.docker import try_bind
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from metadata.generated.schema.api.services.createDatabaseService import (
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CreateDatabaseServiceRequest,
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)
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from metadata.generated.schema.entity.services.connections.database.mongoDBConnection import (
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MongoDBConnection,
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)
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from metadata.generated.schema.entity.services.databaseService import (
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DatabaseConnection,
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DatabaseServiceType,
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)
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@pytest.fixture(scope="module")
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def mongodbContainer(tmp_path_factory):
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"""
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Start a Mongodb container
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"""
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from testcontainers.mongodb import MongoDbContainer
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container = MongoDbContainer()
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with (
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try_bind(container, 27017, None) if not os.getenv("CI") else container
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) as container:
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db = container.get_connection_client().test
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db.user_profiles.insert_one(
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{
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"user_id": "123e4567-e89b-12d3-a456-426614174000",
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"first_name": "John",
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"last_name": "Doe",
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"email": "john.doe@example.com",
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"signup_date": datetime.now(),
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"is_active": True,
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}
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)
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yield container
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@pytest.fixture(scope="module")
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def create_service_request(mongodbContainer, tmp_path_factory):
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return CreateDatabaseServiceRequest(
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name="docker_test_" + tmp_path_factory.mktemp("mongodb").name,
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serviceType=DatabaseServiceType.MongoDB,
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connection=DatabaseConnection(
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config=MongoDBConnection(
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username="test",
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password="test",
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hostPort=f"localhost:{mongodbContainer.get_exposed_port(27017)}",
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databaseName="test",
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)
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),
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)
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78
ingestion/tests/integration/mongodb/test_metadata.py
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78
ingestion/tests/integration/mongodb/test_metadata.py
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@ -0,0 +1,78 @@
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import sys
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import pytest
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from metadata.generated.schema.entity.data.table import Table
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from metadata.workflow.metadata import MetadataWorkflow
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if not sys.version_info >= (3, 9):
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pytest.skip("requires python 3.9+", allow_module_level=True)
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@pytest.fixture(scope="module")
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def prepare_mongodb(mongodbContainer):
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db = mongodbContainer.get_connection_client().test
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db.create_collection(
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"test_table",
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validator={
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"$jsonSchema": {
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"bsonType": "object",
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"required": ["id", "name"],
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"properties": {
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"id": {
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"bsonType": "int",
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},
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"name": {
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"bsonType": "string",
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"maxLength": 100,
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},
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"age": {
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"bsonType": "int",
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},
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},
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}
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},
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)
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data = [
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{"id": 1, "name": "John Doe", "age": 25},
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{"id": 2, "name": "Jane Smith", "age": 30},
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]
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db.test_table.insert_many(data)
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@pytest.mark.parametrize(
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"table_fqn,expected_columns",
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[
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[
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"{service}.test.test.test_table",
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{
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"id": {"type": "int", "nullable": False},
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"name": {"type": "string", "nullable": False},
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"age": {"type": "int", "nullable": True},
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},
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]
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],
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ids=lambda x: x.split(".")[-1] if isinstance(x, str) else "",
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)
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def test_ingest_metadata(
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patch_passwords_for_db_services,
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run_workflow,
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ingestion_config,
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metadata,
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table_fqn,
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expected_columns,
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db_service,
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prepare_mongodb,
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):
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run_workflow(MetadataWorkflow, ingestion_config)
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table = metadata.get_by_name(
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entity=Table, fqn=table_fqn.format(service=db_service.fullyQualifiedName.root)
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)
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assert table
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assert table.fullyQualifiedName.root.split(".")[-1] == "test_table"
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assert len(table.columns) == 4
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for name, properties in expected_columns.items():
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column = next((col for col in table.columns if col.name.root == name), None)
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assert column is not None
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assert column.dataType.name.lower() == properties["type"]
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