teachingAssistant / tests /unit /application /services /test_audio_processing_service.py
Michael Hu
Create unit tests for application layer
acd758a
"""Unit tests for AudioProcessingApplicationService"""
import pytest
import tempfile
import os
import time
from unittest.mock import Mock, MagicMock, patch, call
from contextlib import contextmanager
from src.application.services.audio_processing_service import AudioProcessingApplicationService
from src.application.dtos.audio_upload_dto import AudioUploadDto
from src.application.dtos.processing_request_dto import ProcessingRequestDto
from src.application.dtos.processing_result_dto import ProcessingResultDto
from src.domain.models.audio_content import AudioContent
from src.domain.models.text_content import TextContent
from src.domain.models.translation_request import TranslationRequest
from src.domain.models.speech_synthesis_request import SpeechSynthesisRequest
from src.domain.models.voice_settings import VoiceSettings
from src.domain.exceptions import (
AudioProcessingException,
SpeechRecognitionException,
TranslationFailedException,
SpeechSynthesisException
)
from src.infrastructure.config.app_config import AppConfig
from src.infrastructure.config.dependency_container import DependencyContainer
class TestAudioProcessingApplicationService:
"""Test cases for AudioProcessingApplicationService"""
@pytest.fixture
def mock_container(self):
"""Create mock dependency container"""
container = Mock(spec=DependencyContainer)
# Mock providers
mock_stt_provider = Mock()
mock_translation_provider = Mock()
mock_tts_provider = Mock()
container.get_stt_provider.return_value = mock_stt_provider
container.get_translation_provider.return_value = mock_translation_provider
container.get_tts_provider.return_value = mock_tts_provider
return container
@pytest.fixture
def mock_config(self):
"""Create mock application config"""
config = Mock(spec=AppConfig)
# Mock configuration methods
config.get_logging_config.return_value = {
'level': 'INFO',
'enable_file_logging': False,
'log_file_path': '/tmp/test.log',
'format': '%(asctime)s - %(name)s - %(levelname)s - %(message)s'
}
config.get_processing_config.return_value = {
'max_file_size_mb': 100,
'supported_audio_formats': ['wav', 'mp3', 'flac', 'ogg', 'm4a'],
'temp_dir': '/tmp',
'cleanup_temp_files': True,
'processing_timeout_seconds': 300
}
config.get_stt_config.return_value = {
'preferred_providers': ['whisper-small', 'whisper-medium']
}
config.get_tts_config.return_value = {
'preferred_providers': ['kokoro', 'dia']
}
return config
@pytest.fixture
def sample_audio_upload(self):
"""Create sample audio upload DTO"""
return AudioUploadDto(
filename="test_audio.wav",
content=b"fake_audio_content_" + b"x" * 1000, # 1KB+ of fake audio
content_type="audio/wav"
)
@pytest.fixture
def sample_processing_request(self, sample_audio_upload):
"""Create sample processing request DTO"""
return ProcessingRequestDto(
audio=sample_audio_upload,
asr_model="whisper-small",
target_language="es",
voice="kokoro",
speed=1.0,
source_language="en"
)
@pytest.fixture
def service(self, mock_container, mock_config):
"""Create AudioProcessingApplicationService instance"""
mock_container.resolve.return_value = mock_config
return AudioProcessingApplicationService(mock_container, mock_config)
def test_initialization(self, mock_container, mock_config):
"""Test service initialization"""
service = AudioProcessingApplicationService(mock_container, mock_config)
assert service._container == mock_container
assert service._config == mock_config
assert service._temp_files == {}
assert service._error_mapper is not None
assert service._recovery_manager is not None
def test_initialization_without_config(self, mock_container, mock_config):
"""Test service initialization without explicit config"""
mock_container.resolve.return_value = mock_config
service = AudioProcessingApplicationService(mock_container)
assert service._container == mock_container
assert service._config == mock_config
mock_container.resolve.assert_called_once_with(AppConfig)
@patch('src.application.services.audio_processing_service.get_structured_logger')
def test_setup_logging_success(self, mock_logger, service, mock_config):
"""Test successful logging setup"""
mock_config.get_logging_config.return_value = {
'level': 'DEBUG',
'enable_file_logging': True,
'log_file_path': '/tmp/test.log',
'format': '%(asctime)s - %(name)s - %(levelname)s - %(message)s'
}
service._setup_logging()
# Verify logging configuration was retrieved
mock_config.get_logging_config.assert_called_once()
@patch('src.application.services.audio_processing_service.get_structured_logger')
def test_setup_logging_failure(self, mock_logger, service, mock_config):
"""Test logging setup failure handling"""
mock_config.get_logging_config.side_effect = Exception("Config error")
# Should not raise exception
service._setup_logging()
# Warning should be logged
mock_logger.return_value.warning.assert_called_once()
def test_validate_request_success(self, service, sample_processing_request):
"""Test successful request validation"""
# Should not raise exception
service._validate_request(sample_processing_request)
def test_validate_request_invalid_type(self, service):
"""Test request validation with invalid type"""
with pytest.raises(ValueError, match="Request must be a ProcessingRequestDto instance"):
service._validate_request("invalid_request")
def test_validate_request_file_too_large(self, service, sample_processing_request, mock_config):
"""Test request validation with file too large"""
mock_config.get_processing_config.return_value['max_file_size_mb'] = 0.001 # Very small limit
with pytest.raises(ValueError, match="Audio file too large"):
service._validate_request(sample_processing_request)
def test_validate_request_unsupported_format(self, service, sample_processing_request, mock_config):
"""Test request validation with unsupported format"""
sample_processing_request.audio.filename = "test.xyz"
mock_config.get_processing_config.return_value['supported_audio_formats'] = ['wav', 'mp3']
with pytest.raises(ValueError, match="Unsupported audio format"):
service._validate_request(sample_processing_request)
@patch('os.makedirs')
@patch('shutil.rmtree')
def test_create_temp_directory(self, mock_rmtree, mock_makedirs, service):
"""Test temporary directory creation and cleanup"""
correlation_id = "test-123"
with service._create_temp_directory(correlation_id) as temp_dir:
assert correlation_id in temp_dir
mock_makedirs.assert_called_once()
# Cleanup should be called
mock_rmtree.assert_called_once()
@patch('builtins.open', create=True)
def test_convert_upload_to_audio_content_success(self, mock_open, service, sample_audio_upload):
"""Test successful audio upload conversion"""
temp_dir = "/tmp/test"
mock_file = MagicMock()
mock_open.return_value.__enter__.return_value = mock_file
result = service._convert_upload_to_audio_content(sample_audio_upload, temp_dir)
assert isinstance(result, AudioContent)
assert result.data == sample_audio_upload.content
assert result.format == "wav"
mock_file.write.assert_called_once_with(sample_audio_upload.content)
@patch('builtins.open', side_effect=IOError("File error"))
def test_convert_upload_to_audio_content_failure(self, mock_open, service, sample_audio_upload):
"""Test audio upload conversion failure"""
temp_dir = "/tmp/test"
with pytest.raises(AudioProcessingException, match="Failed to process uploaded audio"):
service._convert_upload_to_audio_content(sample_audio_upload, temp_dir)
def test_perform_speech_recognition_success(self, service, mock_container):
"""Test successful speech recognition"""
audio = AudioContent(data=b"audio", format="wav", sample_rate=16000, duration=1.0)
model = "whisper-small"
correlation_id = "test-123"
# Mock STT provider
mock_stt_provider = Mock()
expected_text = TextContent(text="Hello world", language="en")
mock_stt_provider.transcribe.return_value = expected_text
mock_container.get_stt_provider.return_value = mock_stt_provider
result = service._perform_speech_recognition(audio, model, correlation_id)
assert result == expected_text
mock_container.get_stt_provider.assert_called_once_with(model)
mock_stt_provider.transcribe.assert_called_once_with(audio, model)
def test_perform_speech_recognition_failure(self, service, mock_container):
"""Test speech recognition failure"""
audio = AudioContent(data=b"audio", format="wav", sample_rate=16000, duration=1.0)
model = "whisper-small"
correlation_id = "test-123"
# Mock STT provider to raise exception
mock_stt_provider = Mock()
mock_stt_provider.transcribe.side_effect = Exception("STT failed")
mock_container.get_stt_provider.return_value = mock_stt_provider
with pytest.raises(SpeechRecognitionException, match="Speech recognition failed"):
service._perform_speech_recognition(audio, model, correlation_id)
def test_perform_translation_success(self, service, mock_container):
"""Test successful translation"""
text = TextContent(text="Hello world", language="en")
source_language = "en"
target_language = "es"
correlation_id = "test-123"
# Mock translation provider
mock_translation_provider = Mock()
expected_text = TextContent(text="Hola mundo", language="es")
mock_translation_provider.translate.return_value = expected_text
mock_container.get_translation_provider.return_value = mock_translation_provider
result = service._perform_translation(text, source_language, target_language, correlation_id)
assert result == expected_text
mock_container.get_translation_provider.assert_called_once()
mock_translation_provider.translate.assert_called_once()
def test_perform_translation_failure(self, service, mock_container):
"""Test translation failure"""
text = TextContent(text="Hello world", language="en")
source_language = "en"
target_language = "es"
correlation_id = "test-123"
# Mock translation provider to raise exception
mock_translation_provider = Mock()
mock_translation_provider.translate.side_effect = Exception("Translation failed")
mock_container.get_translation_provider.return_value = mock_translation_provider
with pytest.raises(TranslationFailedException, match="Translation failed"):
service._perform_translation(text, source_language, target_language, correlation_id)
@patch('builtins.open', create=True)
def test_perform_speech_synthesis_success(self, mock_open, service, mock_container):
"""Test successful speech synthesis"""
text = TextContent(text="Hola mundo", language="es")
voice = "kokoro"
speed = 1.0
language = "es"
temp_dir = "/tmp/test"
correlation_id = "test-123"
# Mock TTS provider
mock_tts_provider = Mock()
mock_audio = AudioContent(data=b"synthesized_audio", format="wav", sample_rate=22050, duration=2.0)
mock_tts_provider.synthesize.return_value = mock_audio
mock_container.get_tts_provider.return_value = mock_tts_provider
# Mock file operations
mock_file = MagicMock()
mock_open.return_value.__enter__.return_value = mock_file
result = service._perform_speech_synthesis(text, voice, speed, language, temp_dir, correlation_id)
assert correlation_id in result
assert result.endswith(".wav")
mock_container.get_tts_provider.assert_called_once_with(voice)
mock_tts_provider.synthesize.assert_called_once()
mock_file.write.assert_called_once_with(mock_audio.data)
def test_perform_speech_synthesis_failure(self, service, mock_container):
"""Test speech synthesis failure"""
text = TextContent(text="Hola mundo", language="es")
voice = "kokoro"
speed = 1.0
language = "es"
temp_dir = "/tmp/test"
correlation_id = "test-123"
# Mock TTS provider to raise exception
mock_tts_provider = Mock()
mock_tts_provider.synthesize.side_effect = Exception("TTS failed")
mock_container.get_tts_provider.return_value = mock_tts_provider
with pytest.raises(SpeechSynthesisException, match="Speech synthesis failed"):
service._perform_speech_synthesis(text, voice, speed, language, temp_dir, correlation_id)
def test_get_error_code_from_exception(self, service):
"""Test error code mapping from exceptions"""
assert service._get_error_code_from_exception(SpeechRecognitionException("test")) == 'STT_ERROR'
assert service._get_error_code_from_exception(TranslationFailedException("test")) == 'TRANSLATION_ERROR'
assert service._get_error_code_from_exception(SpeechSynthesisException("test")) == 'TTS_ERROR'
assert service._get_error_code_from_exception(ValueError("test")) == 'VALIDATION_ERROR'
assert service._get_error_code_from_exception(Exception("test")) == 'SYSTEM_ERROR'
@patch('os.path.exists')
@patch('os.remove')
def test_cleanup_temp_files_success(self, mock_remove, mock_exists, service):
"""Test successful temporary file cleanup"""
service._temp_files = {
"/tmp/file1.wav": "/tmp/file1.wav",
"/tmp/file2.wav": "/tmp/file2.wav"
}
mock_exists.return_value = True
service._cleanup_temp_files()
assert service._temp_files == {}
assert mock_remove.call_count == 2
@patch('os.path.exists')
@patch('os.remove', side_effect=OSError("Permission denied"))
def test_cleanup_temp_files_failure(self, mock_remove, mock_exists, service):
"""Test temporary file cleanup with failures"""
service._temp_files = {"/tmp/file1.wav": "/tmp/file1.wav"}
mock_exists.return_value = True
# Should not raise exception
service._cleanup_temp_files()
# File should still be removed from tracking
assert service._temp_files == {}
def test_get_processing_status(self, service):
"""Test processing status retrieval"""
correlation_id = "test-123"
result = service.get_processing_status(correlation_id)
assert result['correlation_id'] == correlation_id
assert 'status' in result
assert 'message' in result
def test_get_supported_configurations(self, service):
"""Test supported configurations retrieval"""
result = service.get_supported_configurations()
assert 'asr_models' in result
assert 'voices' in result
assert 'languages' in result
assert 'audio_formats' in result
assert 'max_file_size_mb' in result
assert 'speed_range' in result
# Verify expected values
assert 'whisper-small' in result['asr_models']
assert 'kokoro' in result['voices']
assert 'en' in result['languages']
def test_cleanup(self, service):
"""Test service cleanup"""
service._temp_files = {"/tmp/test.wav": "/tmp/test.wav"}
with patch.object(service, '_cleanup_temp_files') as mock_cleanup:
service.cleanup()
mock_cleanup.assert_called_once()
def test_context_manager(self, service):
"""Test service as context manager"""
with patch.object(service, 'cleanup') as mock_cleanup:
with service as svc:
assert svc == service
mock_cleanup.assert_called_once()
@patch('src.application.services.audio_processing_service.time.time')
@patch.object(AudioProcessingApplicationService, '_create_temp_directory')
@patch.object(AudioProcessingApplicationService, '_convert_upload_to_audio_content')
@patch.object(AudioProcessingApplicationService, '_perform_speech_recognition_with_recovery')
@patch.object(AudioProcessingApplicationService, '_perform_translation_with_recovery')
@patch.object(AudioProcessingApplicationService, '_perform_speech_synthesis_with_recovery')
def test_process_audio_pipeline_success(self, mock_tts, mock_translation, mock_stt,
mock_convert, mock_temp_dir, mock_time,
service, sample_processing_request):
"""Test successful audio processing pipeline"""
# Setup mocks
mock_time.side_effect = [0.0, 5.0] # Start and end times
mock_temp_dir.return_value.__enter__.return_value = "/tmp/test"
mock_temp_dir.return_value.__exit__.return_value = None
mock_audio = AudioContent(data=b"audio", format="wav", sample_rate=16000, duration=1.0)
mock_convert.return_value = mock_audio
mock_original_text = TextContent(text="Hello world", language="en")
mock_stt.return_value = mock_original_text
mock_translated_text = TextContent(text="Hola mundo", language="es")
mock_translation.return_value = mock_translated_text
mock_tts.return_value = "/tmp/test/output_123.wav"
with patch.object(service, '_validate_request'):
result = service.process_audio_pipeline(sample_processing_request)
# Verify result
assert isinstance(result, ProcessingResultDto)
assert result.success is True
assert result.original_text == "Hello world"
assert result.translated_text == "Hola mundo"
assert result.audio_path == "/tmp/test/output_123.wav"
assert result.processing_time == 5.0
@patch('src.application.services.audio_processing_service.time.time')
def test_process_audio_pipeline_validation_error(self, mock_time, service, sample_processing_request):
"""Test audio processing pipeline with validation error"""
mock_time.side_effect = [0.0, 1.0]
with patch.object(service, '_validate_request', side_effect=ValueError("Invalid request")):
result = service.process_audio_pipeline(sample_processing_request)
# Verify error result
assert isinstance(result, ProcessingResultDto)
assert result.success is False
assert "Invalid request" in result.error_message
assert result.processing_time == 1.0
@patch('src.application.services.audio_processing_service.time.time')
def test_process_audio_pipeline_domain_exception(self, mock_time, service, sample_processing_request):
"""Test audio processing pipeline with domain exception"""
mock_time.side_effect = [0.0, 2.0]
with patch.object(service, '_validate_request'):
with patch.object(service, '_create_temp_directory', side_effect=SpeechRecognitionException("STT failed")):
result = service.process_audio_pipeline(sample_processing_request)
# Verify error result
assert isinstance(result, ProcessingResultDto)
assert result.success is False
assert result.error_message is not None
assert result.processing_time == 2.0
def test_recovery_methods_exist(self, service):
"""Test that recovery methods exist and are callable"""
# These methods should exist for error recovery
assert hasattr(service, '_perform_speech_recognition_with_recovery')
assert hasattr(service, '_perform_translation_with_recovery')
assert hasattr(service, '_perform_speech_synthesis_with_recovery')
assert callable(service._perform_speech_recognition_with_recovery)
assert callable(service._perform_translation_with_recovery)
assert callable(service._perform_speech_synthesis_with_recovery)