Files
sientia-dataops-opc-ingestor/tests/unit/managers/test_data_manager.py
vitor-aignosi 750d947d7e Update MongoDB connection handling in DataManager and enhance IngestorManager configuration
- Updated DataManager to simplify MongoDB connection logic by removing retry loop and adding logging for connection attempts.
- Enhanced IngestorManager to accept MongoDB connection parameters and export_to_kafka flag as part of its initialization.
- Updated requirements.txt to use the latest version of the sientia-dataops-library.
2025-07-03 15:35:38 -03:00

283 lines
8.6 KiB
Python

from unittest.mock import ANY, MagicMock, patch
from pytest import fixture
from kafka.errors import NoBrokersAvailable
from sientia_do.notifications.models import NotificationLevel
from ingestor.managers.data_manager import DataManager
@fixture
@patch("ingestor.managers.data_manager.KafkaProducer")
@patch("ingestor.managers.data_manager.MongoClient")
def data_manager(mongo, kafka):
return DataManager(
kafka_servers="localhost:9092",
mongo_connection_string="mongodb://localhost:27017",
mongo_database="sientia",
export_to_kafka=True,
logger=MagicMock(),
notification_handler=MagicMock()
)
@patch("ingestor.managers.data_manager.KafkaProducer")
@patch("ingestor.managers.data_manager.MongoClient")
def test___init___success(mongo, kafka):
logger_mock = MagicMock()
data_manager = DataManager(
kafka_servers="localhost:9092",
mongo_connection_string="mongodb://localhost:27017",
mongo_database="sientia",
export_to_kafka=True,
logger=logger_mock,
notification_handler=MagicMock()
)
kafka.assert_called_once_with(
bootstrap_servers="localhost:9092",
value_serializer=ANY,
key_serializer=ANY
)
assert data_manager.kafka_producer is not None
logger_mock.info.assert_any_call(
"Trying (0) to initializing DataManager with Kafka servers: localhost:9092"
)
logger_mock.info.assert_any_call(
"DataManager initialized with Kafka servers: localhost:9092"
)
logger_mock.error.assert_not_called()
assert logger_mock.info.call_count == 4
@patch("ingestor.managers.data_manager.KafkaProducer")
@patch("ingestor.managers.data_manager.MongoClient")
def test___init___second_attempt(mongo, kafka):
kafka.side_effect = [NoBrokersAvailable, MagicMock()]
logger_mock = MagicMock()
data_manager = DataManager(
kafka_servers="localhost:9092",
mongo_connection_string="mongodb://localhost:27017",
mongo_database="sientia",
export_to_kafka=True,
logger=logger_mock,
notification_handler=MagicMock()
)
kafka.assert_any_call(
bootstrap_servers="localhost:9092",
value_serializer=ANY,
key_serializer=ANY
)
assert kafka.call_count == 2
assert data_manager.kafka_producer is not None
logger_mock.info.assert_any_call(
"Trying (0) to initializing DataManager with Kafka servers: localhost:9092"
)
logger_mock.info.assert_any_call(
"Trying (1) to initializing DataManager with Kafka servers: localhost:9092"
)
logger_mock.info.assert_any_call(
"DataManager initialized with Kafka servers: localhost:9092"
)
logger_mock.error.assert_called_once_with(
"Kafka servers localhost:9092 are not available. Retrying..."
)
assert logger_mock.info.call_count == 5
@patch("ingestor.managers.data_manager.KafkaProducer")
@patch("ingestor.managers.data_manager.MongoClient")
def test___init___failure_max_attempts(mongo, kafka):
kafka.side_effect = NoBrokersAvailable
logger_mock = MagicMock()
try:
DataManager(
kafka_servers="localhost:9092",
mongo_connection_string="mongodb://localhost:27017",
mongo_database="sientia",
export_to_kafka=True,
logger=logger_mock,
notification_handler=MagicMock()
)
except NoBrokersAvailable as e:
assert str(
e) == "NoBrokersAvailable: Failed to connect to Kafka servers localhost:9092 after 3 attempts."
assert kafka.call_count == 3
logger_mock.info.assert_any_call(
"Trying (0) to initializing DataManager with Kafka servers: localhost:9092"
)
logger_mock.info.assert_any_call(
"Trying (1) to initializing DataManager with Kafka servers: localhost:9092"
)
logger_mock.info.assert_any_call(
"Trying (2) to initializing DataManager with Kafka servers: localhost:9092"
)
logger_mock.error.assert_called_with(
"Failed to connect to Kafka servers localhost:9092 after 3 attempts."
)
assert logger_mock.info.call_count == 3
else:
assert False, "Expected NoBrokersAvailable exception was not raised."
def test_shutdown_has_producer(data_manager):
flush_mock = MagicMock()
close_mock = MagicMock()
data_manager.kafka_producer.flush = flush_mock
data_manager.kafka_producer.close = close_mock
data_manager.shutdown()
flush_mock.assert_called_once()
close_mock.assert_called_once()
def test_shutdown_no_producer(data_manager):
data_manager.kafka_producer = None
data_manager.shutdown()
data_manager.logger.warning.assert_any_call(
"Kafka producer is already closed or not initialized."
)
def test_shutdown_no_mongo_client(data_manager):
data_manager.mongo_client = None
data_manager.shutdown()
data_manager.logger.warning.assert_any_call(
"MongoDB client is already closed or not initialized."
)
def test_shutdown_exception(data_manager):
data_manager.kafka_producer.flush = MagicMock(
side_effect=Exception("Test error"))
data_manager.kafka_producer.close = MagicMock()
data_manager.shutdown()
data_manager.logger.error.assert_called_once_with(
"Error closing Kafka producer: Test error"
)
def test_shutdown_exception_mongo(data_manager):
data_manager.mongo_client.close = MagicMock(
side_effect=Exception("Test error"))
data_manager.shutdown()
data_manager.logger.error.assert_called_once_with(
"Error closing MongoDB client: Test error"
)
def test___del__(data_manager):
data_manager.shutdown = MagicMock()
data_manager.__del__()
data_manager.shutdown.assert_called_once()
def test_delivery_report(data_manager):
msg = MagicMock()
msg.topic = "test_topic"
msg.partition = 0
msg.offset = 1
data_manager.delivery_report(msg)
data_manager.logger.debug.assert_called_once_with(
f"Record successfully produced to {msg.topic} [{msg.partition}] at offset {msg.offset}"
)
def test_delivery_error(data_manager):
err = "Test error"
data_manager.delivery_error(err)
data_manager.logger.error.assert_called_once_with(
f"Delivery failed for record : {err}"
)
def test_publish(data_manager):
topic = "test_topic"
data = {"key": "value"}
# Mock the send method of the Kafka producer
send_mock = MagicMock()
data_manager.kafka_producer.send = send_mock
# Call the publish method
data_manager.publish(topic, data)
# Check if the send method was called with the correct arguments
send_mock.assert_called_once_with(
topic=topic, value=data
)
send_mock.return_value.add_callback.assert_called_once()
data_manager.kafka_producer.flush.assert_called_once()
def test_publish_no_kafka(data_manager):
data_manager.export_to_kafka = False
topic = "test_topic"
data = {"key": "value"}
data_manager.publish(topic, data)
data_manager.logger.debug.assert_any_call(
f"Skipping message to topic {topic}: {data}"
)
@patch("ingestor.managers.data_manager.traceback")
def test_publish_error(traceback, data_manager):
topic = "test_topic"
data = {"key": "value"}
# Mock the send method of the Kafka producer to raise an exception
send_mock = MagicMock(side_effect=Exception("Test error"))
data_manager.kafka_producer.send = send_mock
# Call the publish method
data_manager.publish(topic, data)
# Check if the send method was called with the correct arguments
send_mock.assert_called_once_with(
topic=topic, value=data
)
# Check if the error was logged
data_manager.notification_handler.build_and_send_notification.assert_called_once_with(
notification_id=f"KAFKA_PRODUCER_ERROR_{topic}",
message=f"Error publishing message to topic {topic}: Test error",
block="kafka_producer",
level=NotificationLevel.ERROR,
attachment_content=traceback.format_exc.return_value
)
def test_publish_error_mongo(data_manager):
data_manager.export_to_kafka = False
data_manager.mongo_db.__getitem__.return_value.insert_one = MagicMock(
side_effect=Exception("Test error"))
data_manager.publish("test_topic", {"key": "value"})
data_manager.notification_handler.build_and_send_notification.assert_called_once_with(
notification_id="MONGO_PRODUCER_ERROR_test_topic",
message="Error inserting message to MongoDB: Test error",
block="mongo_producer",
level=NotificationLevel.ERROR,
attachment_content=ANY
)