feat \#16 - add unittest for backpressure_handler and logging_utils
Unit test coverage / pytest (push) Failing after 3h11m10s

This commit is contained in:
Stanislav Hejny
2025-05-09 22:15:11 +01:00
parent 5684deb65e
commit bc98351493
10 changed files with 844 additions and 83 deletions
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#
# NOTE: need to install: pytest-asyncio
#
import asyncio
import json
from asyncio import AbstractEventLoop
from threading import Thread
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from aio_pika import Exchange
from aio_pika.abc import AbstractRobustChannel
from amqp.adapter.backpressure_handler import (
BackpressureHandler,
RunningAverage,
ScaleRequestV1,
)
from amqp.config.amq_configuration import AMQConfiguration
from amqp.model.model import ScalingRequestAlert
class TestScaleRequestV1:
"""
A class containing pytest unit tests for the ScaleRequestV1 class.
"""
def test_scale_request_v1_initialization(self):
"""
Test that the ScaleRequestV1 object is initialized correctly.
"""
service_id = "test-service"
task_id = "test-task"
max_availability = 10
current_availability = 5
request_type = ScalingRequestAlert.UPDATE
scale_request = ScaleRequestV1(
service_id,
task_id,
max_availability,
current_availability,
request_type,
)
assert scale_request.version == 1
assert scale_request.serviceId == service_id
assert scale_request.taskId == task_id
assert scale_request.maxAvailability == max_availability
assert scale_request.currentAvailability == current_availability
assert scale_request.requestType == request_type
assert scale_request.thread is None
def test_scale_request_v1_to_json(self):
"""
Test the to_json method of ScaleRequestV1.
"""
service_id = "test-service"
task_id = "test-task"
max_availability = 10
current_availability = 5
request_type = ScalingRequestAlert.UPDATE
scale_request = ScaleRequestV1(
service_id,
task_id,
max_availability,
current_availability,
request_type,
)
json_output = scale_request.to_json()
expected_json = json.dumps(
{
"version": 1,
"serviceId": service_id,
"taskId": task_id,
"maxAvailability": max_availability,
"currentAvailability": current_availability,
"requestType": request_type.value,
},
indent=2,
)
assert json_output == expected_json
def test_scale_request_v1_to_json_different_alert_type(self):
"""
Test the to_json method with a different ScalingRequestAlert type.
"""
service_id = "test-service"
task_id = "test-task"
max_availability = 10
current_availability = 5
request_type = ScalingRequestAlert.OVERLOAD # Change the alert type
scale_request = ScaleRequestV1(
service_id,
task_id,
max_availability,
current_availability,
request_type,
)
json_output = scale_request.to_json()
expected_json = json.dumps(
{
"version": 1,
"serviceId": service_id,
"taskId": task_id,
"maxAvailability": max_availability,
"currentAvailability": current_availability,
"requestType": request_type.value, # Ensure the value is correctly serialized
},
indent=2,
)
assert json_output == expected_json
class TestRunningAverage:
"""
A class containing pytest unit tests for the RunningAverage class.
"""
def test_running_average_initialization(self):
"""
Test that the RunningAverage object is initialized correctly.
"""
num_items = 5
ra = RunningAverage(num_items)
assert ra.buffer == [0] * num_items
assert ra.pointer == 0
assert ra.num_items == num_items
assert ra.is_filled is False
def test_running_average_add_one_value(self):
"""
Test adding a single value to the RunningAverage.
"""
ra = RunningAverage(3)
ra.add(10)
assert ra.buffer == [10, 0, 0]
assert ra.pointer == 1
assert ra.is_filled is False
def test_running_average_add_multiple_values_within_capacity(self):
"""
Test adding multiple values within the capacity of the RunningAverage buffer.
"""
ra = RunningAverage(3)
ra.add(5)
ra.add(10)
ra.add(15)
assert ra.buffer == [5, 10, 15]
assert ra.pointer == 0
assert ra.is_filled is True
def test_running_average_add_more_values_than_capacity(self):
"""
Test adding more values than the capacity of the RunningAverage buffer, checking wrap-around.
"""
ra = RunningAverage(3)
ra.add(1)
ra.add(2)
ra.add(3)
ra.add(4) # Overwrite the first value
ra.add(5) # Overwrite the second value
assert ra.buffer == [4, 5, 3]
assert ra.pointer == 2
assert ra.is_filled is True
def test_running_average_get_average_empty(self):
"""
Test get_average when no values have been added.
"""
ra = RunningAverage(3)
assert ra.get_average() == 0.0
def test_running_average_get_average_one_value(self):
"""
Test get_average after adding one value.
"""
ra = RunningAverage(3)
ra.add(10)
assert ra.get_average() == 10.0
def test_running_average_get_average_multiple_values_within_capacity(self):
"""
Test get_average with multiple values added within the buffer's capacity.
"""
ra = RunningAverage(3)
ra.add(1)
ra.add(2)
ra.add(3)
assert ra.get_average() == 2.0
def test_running_average_get_average_more_values_than_capacity(self):
"""
Test get_average after adding more values than the buffer's capacity (check wrap-around).
"""
ra = RunningAverage(3)
ra.add(1)
ra.add(2)
ra.add(3)
ra.add(4)
ra.add(5)
assert ra.get_average() == 4.0
def test_get_current_values_empty(self):
"""Test get_current_values when no values have been added."""
ra = RunningAverage(3)
assert ra.get_current_values() == []
def test_get_current_values_one_value(self):
"""Test get_current_values after adding one value."""
ra = RunningAverage(3)
ra.add(10)
assert ra.get_current_values() == [10]
def test_get_current_values_multiple_values_within_capacity(self):
"""Test get_current_values with multiple values within capacity."""
ra = RunningAverage(3)
ra.add(1)
ra.add(2)
ra.add(3)
assert ra.get_current_values() == [1, 2, 3]
def test_get_current_values_more_values_than_capacity(self):
"""Test get_current_values after adding more values than capacity (wrap-around)."""
ra = RunningAverage(3)
ra.add(1)
ra.add(2)
ra.add(3)
ra.add(4)
ra.add(5)
assert ra.get_current_values() == [3, 4, 5]
def test_get_current_values_wrap_around(self):
"""Test get_current_values when the buffer has wrapped around."""
ra = RunningAverage(4)
ra.add(1)
ra.add(2)
ra.add(3)
ra.add(4)
ra.add(5) # Overwrite 1
ra.add(6) # Overwrite 2
assert ra.get_current_values() == [3, 4, 5, 6]
# Test for BackpressureHandler
class TestBackpressureHandler:
"""
A class containing pytest unit tests for the BackpressureHandler class.
"""
@pytest.fixture
def mock_channel(self):
"""
Pytest fixture to create a mock AbstractRobustChannel.
"""
return AsyncMock(spec=AbstractRobustChannel)
@pytest.fixture
def mock_loop(self):
"""
Pytest fixture to create a mock AbstractEventLoop.
"""
return MagicMock(spec=AbstractEventLoop)
@pytest.fixture
def mock_config(self):
"""
Pytest fixture to create a mock AMQConfiguration.
"""
return AMQConfiguration("")
def test_backpressure_handler_initialization(
self, mock_channel, mock_loop, mock_config
):
"""
Test that the BackpressureHandler object is initialized correctly.
"""
handler = BackpressureHandler(mock_channel, mock_loop, mock_config)
assert handler.channel == mock_channel
assert handler.loop == mock_loop
assert handler.config == mock_config
assert handler.swarm_service_id == "clever-amqp-service"
assert handler.swarm_task_id == "python-adapter"
assert handler.parallel_workers == 1
assert handler.average_cpu_usage is None
def test_increase_parallel_executions(self, mock_channel, mock_loop, mock_config):
"""
Test the increase_parallel_executions method.
"""
handler = BackpressureHandler(mock_channel, mock_loop, mock_config)
initial_executions = handler.current_parallel_executions
handler.increase_parallel_executions()
assert handler.current_parallel_executions == initial_executions + 1
def test_decrease_parallel_executions(self, mock_channel, mock_loop, mock_config):
"""
Test the decrease_parallel_executions method.
"""
handler = BackpressureHandler(mock_channel, mock_loop, mock_config)
handler.current_parallel_executions = 5
handler.decrease_parallel_executions()
assert handler.current_parallel_executions == 4
handler.current_parallel_executions = 0
handler.decrease_parallel_executions()
assert handler.current_parallel_executions == 0 # Should not go below 0
def test_update_parallel_executions(self, mock_channel, mock_loop, mock_config):
"""
Test the update_parallel_executions method.
"""
handler = BackpressureHandler(mock_channel, mock_loop, mock_config)
handler.update_parallel_executions(100)
assert handler.current_parallel_executions == 100
def test_update_last_data_message_time(self, mock_channel, mock_loop, mock_config):
"""
Test the update_last_data_message_time method.
"""
handler = BackpressureHandler(mock_channel, mock_loop, mock_config)
with patch("time.time") as mock_time:
mock_time.return_value = 12345
handler.update_last_data_message_time()
assert handler.last_data_message_time == 12345
def test_start_backpressure_monitor(self, mock_channel, mock_loop, mock_config):
"""
Test the start_backpressure_monitor method.
"""
handler = BackpressureHandler(mock_channel, mock_loop, mock_config)
thread = handler.start_backpressure_monitor()
assert isinstance(thread, Thread)
assert handler.thread == thread
@pytest.mark.asyncio
async def test_check_overload_condition_no_overload(
self, mock_channel, mock_loop, mock_config
):
"""
Test the check_overload_condition method when there is no overload.
"""
handler = BackpressureHandler(mock_channel, mock_loop, mock_config)
handler.current_parallel_executions = 1
handler.parallel_workers = 5
handler.last_backpressure_event = ScalingRequestAlert.UPDATE
with patch.object(
handler, "handle_backpressure_overload_event"
) as mock_handle_overload:
await handler.check_overload_condition()
mock_handle_overload.assert_not_called()
@pytest.mark.asyncio
async def test_check_overload_condition_overload(
self, mock_channel, mock_loop, mock_config
):
"""
Test the check_overload_condition method when there is an overload.
"""
handler = BackpressureHandler(mock_channel, mock_loop, mock_config)
handler.current_parallel_executions = 9 # Assuming parallel_workers is 10
handler.last_backpressure_event = ScalingRequestAlert.UPDATE
with patch.object(
handler, "handle_backpressure_overload_event"
) as mock_handle_overload:
with patch("time.time") as mock_time:
mock_time.return_value = 12345
await handler.check_overload_condition()
mock_handle_overload.assert_called_once()
assert handler.last_backpressure_event_time == 12345
assert handler.last_backpressure_event == ScalingRequestAlert.OVERLOAD
@pytest.mark.asyncio
async def test_check_overload_condition_already_overload(
self, mock_channel, mock_loop, mock_config
):
"""
Test the check_overload_condition method when the last event was already an overload.
"""
handler = BackpressureHandler(mock_channel, mock_loop, mock_config)
handler.current_parallel_executions = 10
handler.last_backpressure_event = ScalingRequestAlert.OVERLOAD
with patch.object(
handler, "handle_backpressure_overload_event"
) as mock_handle_overload:
await handler.check_overload_condition()
mock_handle_overload.assert_not_called()
# backpressure_monitor_loop is difficult to test directly without significant mocking
# and potentially long-running tests. The following is a basic outline of how
# you might approach testing it, focusing on verifying that the correct methods
# are called under specific conditions. This is NOT a complete, runnable test.
@pytest.mark.asyncio
async def test_backpressure_monitor_loop(
self, mock_channel, mock_loop, mock_config
):
"""
Test the backpressure_monitor_loop method (outline).
"""
handler = BackpressureHandler(mock_channel, mock_loop, mock_config)
handler.average_cpu_usage = RunningAverage(
100, initial_value=99
) # Mock the RunningAverage in OVERLOAD state
handler.average_cpu_usage.is_filled = (
True # Together with 0 values ensures OVERLOAD state
)
# Setup mocks for dependent methods
handler.handle_backpressure_overload_event = AsyncMock()
handler._handle_backpressure_idle_event = AsyncMock()
handler.publish_backpressure_request = AsyncMock()
# 1. Simulate an overload condition:
handler.last_backpressure_event_time = 0 # Force event trigger
handler.last_data_message_time = 0
handler.do_loop = 1
handler.config.backpressure.cpu_overload_duration = (
-1
) # Force overload condition even for recent change
await handler._backpressure_monitor()
handler.handle_backpressure_overload_event.assert_called_once()
# 2. Simulate an idle condition
handler.average_cpu_usage = RunningAverage(
100, initial_value=0
) # Mock the RunningAverage in IDLE state
handler.average_cpu_usage.is_filled = (
True # Together with 0 values ensures IDLE state
)
handler.last_backpressure_event_time = 0
handler.last_data_message_time = 0
handler.do_loop = 1
handler.config.backpressure.idle_duration = (
-1
) # Force idle condition even for recent change
await handler._backpressure_monitor()
handler._handle_backpressure_idle_event.assert_called_once()
# 3. Simulate neither idle nor overload, but time_window passed
handler.average_cpu_usage = RunningAverage(
100
) # Mock the RunningAverage in pritine state
handler.last_backpressure_event_time = 0
handler.last_data_message_time = 0
handler.do_loop = 1
await handler._backpressure_monitor()
handler.publish_backpressure_request.assert_called_once()
@pytest.mark.asyncio
async def test_handle_backpressure_overload_event(
self, mock_channel, mock_loop, mock_config
):
"""
Test the handle_backpressure_overload_event method.
"""
handler = BackpressureHandler(mock_channel, mock_loop, mock_config)
handler.publish_backpressure_request = AsyncMock()
with patch("time.time") as mock_time:
mock_time.return_value = 12345
await handler.handle_backpressure_overload_event()
assert handler.publish_backpressure_request.call_count == 1
assert handler.last_data_message_time == 12345
@pytest.mark.asyncio
async def test_handle_backpressure_idle_event(
self, mock_channel, mock_loop, mock_config
):
"""
Test the _handle_backpressure_idle_event method.
"""
handler = BackpressureHandler(mock_channel, mock_loop, mock_config)
handler.publish_backpressure_request = AsyncMock()
with patch("time.time") as mock_time:
mock_time.return_value = 12345
await handler._handle_backpressure_idle_event()
assert handler.publish_backpressure_request.call_count == 1
assert handler.last_data_message_time == 12345
@pytest.mark.asyncio
async def test_publish_backpressure_request_exchange_exists(
self, mock_channel, mock_loop, mock_config
):
"""
Test the publish_backpressure_request method when the exchange already exists.
"""
handler = BackpressureHandler(mock_channel, mock_loop, mock_config)
handler.exchange = AsyncMock(spec=Exchange)
with patch("asyncio.run_coroutine_threadsafe") as mock_async_run:
mock_async_run.return_value = asyncio.Future()
mock_async_run.return_value.set_result(None)
await handler.publish_backpressure_request(
ScaleRequestV1(
"test_service", "test_task", 100, 50, ScalingRequestAlert.UPDATE
)
)
assert mock_async_run.call_count == 1
# handler.exchange.publish.assert_called_once()
@pytest.mark.asyncio
async def test_publish_backpressure_request_exchange_does_not_exist(
self, mock_channel, mock_loop, mock_config
):
"""
Test the publish_backpressure_request method when the exchange does not exist and needs to be created.
"""
handler = BackpressureHandler(mock_channel, mock_loop, mock_config)
handler.exchange = None # Simulate exchange not existing
mock_exchange = AsyncMock(spec=Exchange)
mock_channel.get_exchange.return_value = mock_exchange
BackpressureHandler._callback_list = {}
with patch("asyncio.run_coroutine_threadsafe") as mock_async_run:
mock_async_run.return_value = asyncio.Future()
mock_async_run.return_value.set_result(
mock_exchange
) # Make it return the mock exchange
await handler.publish_backpressure_request(
ScaleRequestV1(
"test_service", "test_task", 100, 50, ScalingRequestAlert.UPDATE
)
)
assert mock_async_run.call_count == 2
assert "_wrap_rabbit_mq_api_init" in BackpressureHandler._callback_list
assert "_wrap_rabbit_mq_api" in BackpressureHandler._callback_list
# Since I need also to mockup the asyncio.run_coroutine_threadsafe, the following mockups are
# not called because mockup overrides that call with preset return value.
# mock_channel.get_exchange.assert_called_once_with(name="cleverthis.clevermicro.management")
# handler.exchange.publish.assert_called_once()
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class DataParserTest:
def test_multipart_form_data_parser(self):
assert False
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import os
from importlib.metadata import version
from unittest.mock import patch
from amqp.adapter.logging_utils import (
get_context_info,
logging_debug,
logging_error,
logging_info,
logging_warning,
)
__version__ = version("amq_adapter") # Name must match pyproject.toml [project] name
__verbose__ = os.environ.get("AMQ_VERBOSE_LOGGING", "0") == "1"
class TestLoggingFunctions:
"""
A class containing pytest unit tests for the logging functions.
"""
@patch("logging.error")
def test_logging_error_with_exception(self, mock_logger):
"""
Test logging_error function when called within an exception handler.
"""
try:
raise ValueError("Test error")
except ValueError as ve:
logging_error("An error occurred: %s", ve)
mock_logger.assert_called_once()
# Assert that the traceback information is included in the log message
assert len(mock_logger.call_args_list) == 1
_val = mock_logger.call_args_list[0][0][0]
assert "[E] 'An error occurred: %s'" in _val
assert "test_logging_error_with_exception" in _val
@patch("logging.error")
def test_logging_error_without_exception(self, mock_logger):
"""
Test logging_error function when called without an active exception.
"""
logging_error("A regular error")
mock_logger.assert_called_once()
assert "A regular error" in mock_logger.call_args_list[0][0][0]
@patch("logging.warning")
def test_logging_warning_verbose_on(self, mock_logger):
"""
Test logging_warning function when verbose logging is enabled.
"""
with patch(
"amqp.adapter.logging_utils.__verbose__", True
): # Simulate verbose logging
logging_warning("A warning message")
mock_logger.assert_called_once()
assert "A warning message" in mock_logger.call_args_list[0][0][0]
@patch("logging.warning")
def test_logging_warning_verbose_off(self, mock_logger):
"""
Test logging_warning function when verbose logging is disabled.
"""
with patch(
"amqp.adapter.logging_utils.__verbose__", False
): # Simulate non-verbose logging
logging_warning("A warning message")
mock_logger.assert_called_once()
assert "A warning message" in mock_logger.call_args_list[0][0][0]
@patch("logging.info")
def test_logging_info_verbose_on(self, mock_logger):
"""
Test logging_info function with verbose logging enabled.
"""
with patch("amqp.adapter.logging_utils.__verbose__", True):
logging_info("An info message")
mock_logger.assert_called_once()
assert "An info message" in mock_logger.call_args_list[0][0][0]
@patch("logging.info")
def test_logging_info_verbose_off(self, mock_logger):
"""
Test logging_info function with verbose logging disabled.
"""
with patch("amqp.adapter.logging_utils.__verbose__", False):
logging_info("An info message")
mock_logger.assert_called_once()
assert "An info message" in mock_logger.call_args_list[0][0][0]
@patch("logging.debug")
def test_logging_debug(self, mock_logger):
"""
Test logging_debug function.
"""
logging_debug("A debug message")
mock_logger.assert_called_once()
assert "A debug message" in mock_logger.call_args_list[0][0][0]
def test_get_context_info_normal(self):
"""
Test get_context_info function in a normal function call.
"""
def dummy_function():
return get_context_info()
module_name, line_number, function_name = dummy_function()
assert (
"test_get_context_info_normal" in function_name
) # changed from co_name to function name
assert (
"test_logging_utils.py" in module_name
) # changed from None to test_unit.py
assert isinstance(line_number, int)
def test_get_context_info_no_frame(self):
"""
Test get_context_info function when no frame is available.
"""
# Simulate a situation where inspect.currentframe() returns None (which is hard to do directly)
with patch("inspect.currentframe") as mock_frame:
mock_frame.return_value = None
module_name, line_number, function_name = get_context_info()
assert module_name is None
assert line_number is None
assert function_name is None
def test_get_context_info_exception(self):
"""
Test get_context_info function when an exception occurs.
"""
with patch("inspect.currentframe") as mock_frame:
mock_frame.side_effect = Exception("Simulated exception")
module_name, line_number, function_name = get_context_info()
assert module_name is None
assert line_number is None
assert function_name is None
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def test_long_to_bytes():
assert False
def test_bytes_to_long():
assert False
def test_read_long():
assert False
def test_object_or_list_as_string():
assert False
def test_map_as_string():
assert False
def test_map_with_list_as_string():
assert False
def test_parse_map_string():
assert False
def test_csv_as_list():
assert False
def test_add_to_map():
assert False
def test_parse_map_list_string():
assert False
def test_str_to_bool():
assert False
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class TraceInfoAdapterTest:
def test_create_produce_span(self):
assert False
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class AMQConfigurationTest:
def test_amqadapter(self):
assert False
def test_dispatch(self):
assert False
def test_backpressure(self):
assert False
def test_amqconfiguration(self):
assert False