Testing the RabbitMQConsumerBase consume
Method
In our previous blog post, we discussed how to create a RabbitMQ consumer using the RabbitMQConsumerBase
class. In this blog post, we will focus on testing the consume
method of the RabbitMQConsumerBase
class to ensure that it performs the necessary steps for consuming messages from RabbitMQ.
Setting Up the Test
To begin with, we need to set up the necessary test environment. We will be using the pytest
framework for our tests and the unittest.mock
module to create mock objects. Additionally, we will use the pytest-mock
plugin to simplify the creation of mock objects.
import pytest
from unittest.mock import MagicMock, ANY
from consumers.base import RabbitMQConsumerBase
from config import Config
We will also define a sample subclass of RabbitMQConsumerBase
called SampleRabbitMQConsumer
for testing purposes.
class SampleRabbitMQConsumer(RabbitMQConsumerBase):
def process_message(self, channel, method, properties, body):
pass
Next, we will create a fixture called consumer_mock
using the pytest.fixture
decorator. This fixture will set up a SampleRabbitMQConsumer
instance and a mock connection
object. The mocker
parameter is used to create the mock objects.
@pytest.fixture
def consumer_mock(mocker):
consumer = SampleRabbitMQConsumer("name", "sample", "sample", 0, "sample", "sample")
connection_mock = MagicMock()
connection_context_mock = mocker.patch("connection.RabbitMQConnection.__enter__")
connection_context_mock.return_value = connection_mock
return consumer, connection_mock
Now, we are ready to write individual tests for the consume
method.
Testing Exchange Declaration
The first step in the consume
method is to declare the exchange. We can test this by asserting that the exchange_declare
method is called on the mock channel
object with the correct arguments.
def test_consume_exchange_declared(consumer_mock):
config = Config()
consumer, connection_mock = consumer_mock
consumer.consume()
assert connection_mock.get_channel.return_value.exchange_declare.call_count == 1
connection_mock.get_channel.return_value.exchange_declare.assert_called_with(
exchange_type="topic",
exchange=config.EXCHANGE_NAME
)
Testing Queue Declaration
The next step is to declare the queue. We can test this by asserting that the queue_declare
method is called on the mock channel
object with the correct arguments.
def test_consume_queue_declared(consumer_mock):
consumer, connection_mock = consumer_mock
consumer.consume()
assert connection_mock.get_channel.return_value.queue_declare.call_count == 1
connection_mock.get_channel.return_value.queue_declare.assert_called_with(
queue="name"
)
Testing Queue Binding
After declaring the queue, the next step is to bind it to the exchange. We can test this by asserting that the queue_bind
method is called on the mock channel
object with the correct arguments.
def test_consume_queue_bind(consumer_mock):
config = Config()
consumer, connection_mock = consumer_mock
consumer.consume()
assert connection_mock.get_channel.return_value.queue_bind.call_count == 1
connection_mock.get_channel.return_value.queue_bind.assert_called_with(
queue="name", exchange=config.EXCHANGE_NAME, routing_key="sample"
)
Testing Basic Consume
Once the queue is bound to the exchange, we can
start consuming messages. We can test this by asserting that the basic_consume
method is called on the mock channel
object with the correct arguments.
def test_consume_basic_consume(consumer_mock):
consumer, connection_mock = consumer_mock
consumer.consume()
assert connection_mock.get_channel.return_value.basic_consume.call_count == 1
connection_mock.get_channel.return_value.basic_consume.assert_called_with(
queue="name",
auto_ack=False,
on_message_callback=ANY,
)
Testing Start Consuming
The consume
method should start consuming messages by calling the start_consuming
method on the mock channel
object. We can test this by asserting that the start_consuming
method is called.
def test_consume_uses_start_consuming(consumer_mock):
consumer, connection_mock = consumer_mock
consumer.consume()
assert connection_mock.get_channel.return_value.start_consuming.call_count == 1
Testing Interrupted Consumption
We should also test the scenario where the consumption is interrupted, such as when a KeyboardInterrupt
occurs. In this case, the stop_consuming
method should be called on the mock channel
object.
def test_consume_uses_start_consuming_interrupted(consumer_mock):
consumer, connection_mock = consumer_mock
connection_mock.get_channel.return_value.start_consuming.side_effect = KeyboardInterrupt
consumer.consume()
assert connection_mock.get_channel.return_value.stop_consuming.call_count == 1
Conclusion
In this blog post, we have covered the testing of the consume
method of the RabbitMQConsumerBase
class. By testing each step of the consumption process, we can ensure that messages are consumed correctly from RabbitMQ. Properly testing our consumer helps identify and address any issues or bugs, ensuring the reliability and stability of our RabbitMQ messaging system.
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