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Integration tests for comprehensive error handling and logging.
Tests the complete error handling flow across all chat agent components
including circuit breaker integration, fallback responses, and logging.
"""
import pytest
import time
import json
import tempfile
import os
from unittest.mock import Mock, patch, MagicMock
from pathlib import Path
from chat_agent.services.groq_client import GroqClient, GroqError, GroqRateLimitError
from chat_agent.services.chat_agent import ChatAgent
from chat_agent.services.language_context import LanguageContextManager
from chat_agent.services.session_manager import SessionManager
from chat_agent.services.chat_history import ChatHistoryManager
from chat_agent.utils.error_handler import ChatAgentError, ErrorCategory, ErrorSeverity
from chat_agent.utils.circuit_breaker import CircuitState, get_circuit_breaker_manager
from chat_agent.utils.logging_config import setup_logging
class TestGroqClientErrorHandling:
"""Test error handling in Groq client with circuit breaker."""
def setup_method(self):
"""Set up test fixtures."""
# Setup logging to temporary directory
self.temp_dir = tempfile.mkdtemp()
os.environ['LOG_LEVEL'] = 'DEBUG'
# Mock Groq API key
os.environ['GROQ_API_KEY'] = 'test-api-key'
# Create Groq client
self.groq_client = GroqClient()
def teardown_method(self):
"""Clean up test fixtures."""
# Clean up temporary directory
import shutil
shutil.rmtree(self.temp_dir, ignore_errors=True)
@patch('chat_agent.services.groq_client.Groq')
@patch('chat_agent.services.groq_client.ChatGroq')
def test_api_rate_limit_with_circuit_breaker(self, mock_chatgroq, mock_groq):
"""Test rate limit handling with circuit breaker protection."""
from chat_agent.services.groq_client import ChatMessage, LanguageContext
# Mock rate limit error
mock_chatgroq.return_value.invoke.side_effect = Exception("Rate limit exceeded (429)")
# Create test data
prompt = "Test prompt"
chat_history = []
language_context = LanguageContext("python", "Test template", "python")
# First few calls should trigger rate limit errors
for i in range(3):
try:
response = self.groq_client.generate_response(prompt, chat_history, language_context)
# Should return fallback response instead of raising
assert "high demand" in response.lower()
except Exception as e:
# Some calls might still raise before circuit opens
assert "rate limit" in str(e).lower()
# Circuit breaker should be open now
circuit_breaker = self.groq_client.circuit_breaker
# Note: Circuit might not be open yet due to fallback handling
# This tests the integration rather than exact circuit state
@patch('chat_agent.services.groq_client.Groq')
@patch('chat_agent.services.groq_client.ChatGroq')
def test_api_authentication_error(self, mock_chatgroq, mock_groq):
"""Test authentication error handling."""
from chat_agent.services.groq_client import ChatMessage, LanguageContext
# Mock authentication error
mock_chatgroq.return_value.invoke.side_effect = Exception("Authentication failed (401)")
# Create test data
prompt = "Test prompt"
chat_history = []
language_context = LanguageContext("python", "Test template", "python")
# Should return fallback response for authentication errors
response = self.groq_client.generate_response(prompt, chat_history, language_context)
assert isinstance(response, str)
assert len(response) > 0
@patch('chat_agent.services.groq_client.Groq')
def test_streaming_with_error_handling(self, mock_groq):
"""Test streaming response with error handling."""
from chat_agent.services.groq_client import ChatMessage, LanguageContext
# Mock streaming response that fails
mock_response = Mock()
mock_response.__iter__ = Mock(side_effect=Exception("Network error"))
mock_groq.return_value.chat.completions.create.return_value = mock_response
# Create test data
prompt = "Test prompt"
chat_history = []
language_context = LanguageContext("python", "Test template", "python")
# Should yield fallback response chunks
chunks = list(self.groq_client.stream_response(prompt, chat_history, language_context))
assert len(chunks) > 0
full_response = "".join(chunks)
assert len(full_response) > 0
# Should contain fallback content
assert any(word in full_response.lower() for word in ['programming', 'tips', 'try'])
class TestChatAgentErrorHandling:
"""Test error handling in chat agent service."""
def setup_method(self):
"""Set up test fixtures."""
# Setup logging
self.loggers = setup_logging("test_chat_agent", "DEBUG")
# Create mock dependencies
self.mock_groq_client = Mock(spec=GroqClient)
self.mock_language_manager = Mock(spec=LanguageContextManager)
self.mock_session_manager = Mock(spec=SessionManager)
self.mock_history_manager = Mock(spec=ChatHistoryManager)
# Create chat agent
self.chat_agent = ChatAgent(
self.mock_groq_client,
self.mock_language_manager,
self.mock_session_manager,
self.mock_history_manager
)
def test_session_error_handling(self):
"""Test handling of session-related errors."""
from chat_agent.services.session_manager import SessionNotFoundError
# Mock session not found error
self.mock_session_manager.get_session.side_effect = SessionNotFoundError("Session not found")
# Should handle session error gracefully
with pytest.raises(ChatAgentError) as exc_info:
self.chat_agent.process_message("invalid-session", "Test message")
# Error should be properly classified
error = exc_info.value
assert isinstance(error, ChatAgentError)
def test_chat_history_error_handling(self):
"""Test handling of chat history errors."""
from chat_agent.services.chat_history import ChatHistoryError
from chat_agent.models.chat_session import ChatSession
# Mock successful session validation
mock_session = Mock(spec=ChatSession)
mock_session.language = "python"
self.mock_session_manager.get_session.return_value = mock_session
self.mock_language_manager.get_language.return_value = "python"
# Mock chat history error
self.mock_history_manager.store_message.side_effect = ChatHistoryError("Database error")
# Should handle history error gracefully
with pytest.raises(ChatAgentError) as exc_info:
self.chat_agent.process_message("test-session", "Test message")
error = exc_info.value
assert isinstance(error, ChatAgentError)
def test_groq_client_error_handling(self):
"""Test handling of Groq client errors."""
from chat_agent.models.chat_session import ChatSession
from chat_agent.models.message import Message
# Mock successful setup
mock_session = Mock(spec=ChatSession)
mock_session.language = "python"
self.mock_session_manager.get_session.return_value = mock_session
self.mock_language_manager.get_language.return_value = "python"
self.mock_language_manager.get_language_prompt_template.return_value = "Test template"
mock_message = Mock(spec=Message)
mock_message.id = "msg-123"
self.mock_history_manager.store_message.return_value = mock_message
self.mock_history_manager.get_recent_history.return_value = []
# Mock Groq client error
self.mock_groq_client.generate_response.side_effect = GroqRateLimitError("Rate limit exceeded")
# Should handle Groq error and return fallback
result = self.chat_agent.process_message("test-session", "Test message")
# Should still return a valid response structure
assert isinstance(result, dict)
assert 'response' in result
assert 'session_id' in result
def test_language_switch_error_handling(self):
"""Test error handling during language switching."""
from chat_agent.models.chat_session import ChatSession
# Mock session
mock_session = Mock(spec=ChatSession)
mock_session.language = "python"
self.mock_session_manager.get_session.return_value = mock_session
# Mock language validation failure
self.mock_language_manager.validate_language.return_value = False
# Should handle invalid language gracefully
with pytest.raises(ChatAgentError) as exc_info:
self.chat_agent.switch_language("test-session", "invalid-language")
error = exc_info.value
assert "Unsupported language" in str(error)
class TestCircuitBreakerIntegration:
"""Test circuit breaker integration across services."""
def setup_method(self):
"""Set up test fixtures."""
self.circuit_manager = get_circuit_breaker_manager()
def test_multiple_service_circuit_breakers(self):
"""Test circuit breakers across multiple services."""
from chat_agent.utils.circuit_breaker import CircuitBreakerConfig
# Create circuit breakers for different services
groq_breaker = self.circuit_manager.create_breaker(
"groq_service",
CircuitBreakerConfig(failure_threshold=3, recovery_timeout=1)
)
db_breaker = self.circuit_manager.create_breaker(
"database_service",
CircuitBreakerConfig(failure_threshold=2, recovery_timeout=2)
)
# Test independent operation
def groq_function():
return "groq_response"
def db_function():
raise Exception("Database error")
# Groq should work
result = groq_breaker.call(groq_function)
assert result == "groq_response"
assert groq_breaker.is_closed
# Database should fail and eventually open circuit
for i in range(2):
with pytest.raises(Exception):
db_breaker.call(db_function)
assert db_breaker.is_open
assert groq_breaker.is_closed # Should remain independent
def test_circuit_breaker_statistics(self):
"""Test circuit breaker statistics collection."""
from chat_agent.utils.circuit_breaker import CircuitBreakerConfig
# Create test breaker
breaker = self.circuit_manager.create_breaker(
"stats_test",
CircuitBreakerConfig(failure_threshold=2)
)
def success_function():
return "success"
def failure_function():
raise ValueError("failure")
# Execute mixed calls
breaker.call(success_function)
try:
breaker.call(failure_function)
except ValueError:
pass
breaker.call(success_function)
# Check statistics
stats = breaker.get_stats()
assert stats.total_requests == 3
assert stats.total_successes == 2
assert stats.total_failures == 1
# Check manager statistics
all_stats = self.circuit_manager.get_all_stats()
assert "stats_test" in all_stats
assert all_stats["stats_test"].total_requests == 3
class TestLoggingIntegration:
"""Test logging integration across components."""
def setup_method(self):
"""Set up test fixtures."""
self.temp_dir = tempfile.mkdtemp()
# Setup logging with temporary directory
with patch('chat_agent.utils.logging_config.Path') as mock_path:
mock_path.return_value.mkdir = Mock()
mock_path.return_value.__truediv__ = lambda self, other: Path(self.temp_dir) / other
self.loggers = setup_logging("test_integration", "DEBUG")
def teardown_method(self):
"""Clean up test fixtures."""
import shutil
shutil.rmtree(self.temp_dir, ignore_errors=True)
def test_structured_error_logging(self):
"""Test structured error logging across components."""
error_logger = self.loggers['error']
# Create test error with context
error = ChatAgentError(
message="Test integration error",
category=ErrorCategory.API_ERROR,
severity=ErrorSeverity.HIGH,
context={
'session_id': 'test-session-123',
'operation': 'process_message',
'duration': 2.5
}
)
# Log error with extra context
error_logger.error("Integration test error", extra={
'error_code': error.error_code,
'category': error.category.value,
'severity': error.severity.value,
'context': error.context,
'session_id': 'test-session-123'
})
# Verify logging occurred (handlers would write to files in real scenario)
assert len(error_logger.handlers) > 0
def test_performance_logging_integration(self):
"""Test performance logging integration."""
from chat_agent.utils.logging_config import get_performance_logger
perf_logger = get_performance_logger('integration_test')
# Log various operations
perf_logger.log_operation("test_operation", 1.5, {
'session_id': 'test-session',
'language': 'python',
'message_length': 100
})
perf_logger.log_api_call("/api/chat", "POST", 200, 0.8, {
'session_id': 'test-session'
})
# Verify performance logger is working
assert perf_logger.logger.name.endswith('integration_test')
class TestEndToEndErrorScenarios:
"""Test end-to-end error scenarios."""
def setup_method(self):
"""Set up test fixtures."""
# Setup comprehensive logging
self.loggers = setup_logging("e2e_test", "DEBUG")
# Create realistic mock setup
self.setup_realistic_mocks()
def setup_realistic_mocks(self):
"""Setup realistic mocks for end-to-end testing."""
# Mock database and Redis connections
self.mock_db = Mock()
self.mock_redis = Mock()
# Mock services with realistic behavior
self.mock_groq_client = Mock(spec=GroqClient)
self.mock_language_manager = Mock(spec=LanguageContextManager)
self.mock_session_manager = Mock(spec=SessionManager)
self.mock_history_manager = Mock(spec=ChatHistoryManager)
def test_complete_service_failure_scenario(self):
"""Test complete service failure with graceful degradation."""
from chat_agent.models.chat_session import ChatSession
# Setup session that exists
mock_session = Mock(spec=ChatSession)
mock_session.language = "python"
self.mock_session_manager.get_session.return_value = mock_session
self.mock_language_manager.get_language.return_value = "python"
# All services fail
self.mock_history_manager.store_message.side_effect = Exception("Database down")
self.mock_groq_client.generate_response.side_effect = Exception("API down")
# Create chat agent
chat_agent = ChatAgent(
self.mock_groq_client,
self.mock_language_manager,
self.mock_session_manager,
self.mock_history_manager
)
# Should handle complete failure gracefully
with pytest.raises(ChatAgentError):
chat_agent.process_message("test-session", "Test message")
def test_partial_service_failure_scenario(self):
"""Test partial service failure with continued operation."""
from chat_agent.models.chat_session import ChatSession
from chat_agent.models.message import Message
# Setup working session and language services
mock_session = Mock(spec=ChatSession)
mock_session.language = "python"
self.mock_session_manager.get_session.return_value = mock_session
self.mock_language_manager.get_language.return_value = "python"
self.mock_language_manager.get_language_prompt_template.return_value = "Test template"
# History service works
mock_message = Mock(spec=Message)
mock_message.id = "msg-123"
self.mock_history_manager.store_message.return_value = mock_message
self.mock_history_manager.get_recent_history.return_value = []
# Only Groq service fails
self.mock_groq_client.generate_response.return_value = "Fallback response from circuit breaker"
# Create chat agent
chat_agent = ChatAgent(
self.mock_groq_client,
self.mock_language_manager,
self.mock_session_manager,
self.mock_history_manager
)
# Should continue operating with fallback
result = chat_agent.process_message("test-session", "Test message")
assert isinstance(result, dict)
assert 'response' in result
assert result['response'] == "Fallback response from circuit breaker"
def test_recovery_after_failure(self):
"""Test service recovery after failure."""
from chat_agent.utils.circuit_breaker import CircuitBreakerConfig
# Create circuit breaker with short recovery time
circuit_manager = get_circuit_breaker_manager()
breaker = circuit_manager.create_breaker(
"recovery_test",
CircuitBreakerConfig(
failure_threshold=2,
recovery_timeout=0.1, # Very short for testing
success_threshold=1
)
)
# Function that fails then succeeds
self.call_count = 0
def flaky_function():
self.call_count += 1
if self.call_count <= 2:
raise Exception("Service temporarily down")
return "Service recovered"
# Cause failures to open circuit
for i in range(2):
with pytest.raises(Exception):
breaker.call(flaky_function)
assert breaker.is_open
# Wait for recovery timeout
time.sleep(0.2)
# Next call should succeed and close circuit
result = breaker.call(flaky_function)
assert result == "Service recovered"
assert breaker.is_closed
if __name__ == '__main__':
pytest.main([__file__]) |