aitbc/tests/e2e

Enhanced Services End-to-End Tests

This directory contains comprehensive end-to-end tests for the AITBC enhanced services, validating complete workflows, performance benchmarks, and system integration.

🎯 Test Coverage

Test Suites

1. Enhanced Services Workflows (test_enhanced_services_workflows.py)

• Multi-Modal Processing Workflow: Complete text → image → optimization → learning → edge deployment → marketplace pipeline
• GPU Acceleration Workflow: GPU availability, cross-modal attention, multi-modal fusion, performance comparison
• Marketplace Transaction Workflow: NFT minting, listing, bidding, execution, royalties, analytics

2. Client-to-Miner Workflow (test_client_miner_workflow.py)

• Complete Pipeline: Client request → agent workflow creation → execution → monitoring → verification → marketplace submission
• Service Integration: Tests communication between all enhanced services
• Real-world Scenarios: Validates actual usage patterns

3. Performance Benchmarks (test_performance_benchmarks.py)

• Multi-Modal Performance: Text, image, audio, video processing times and accuracy
• GPU Acceleration: Speedup validation for CUDA operations
• Marketplace Performance: Transaction processing, royalty calculation times
• Concurrent Performance: Load testing with multiple concurrent requests

🚀 Quick Start

Prerequisites

# Install test dependencies
pip install pytest pytest-asyncio pytest-timeout pytest-xdist httpx psutil

# Ensure enhanced services are running
cd /home/oib/aitbc/apps/coordinator-api
./deploy_services.sh
./check_services.sh

Running Tests

Quick Smoke Test

# Run quick smoke tests (default)
python run_e2e_tests.py

# Or explicitly
python run_e2e_tests.py quick

Complete Workflow Tests

# Run all workflow tests
python run_e2e_tests.py workflows -v

# Run with parallel execution
python run_e2e_tests.py workflows --parallel

Performance Benchmarks

# Run performance benchmarks
python run_e2e_tests.py performance -v

# Skip health check for faster execution
python run_e2e_tests.py performance --skip-health

Client-to-Miner Pipeline

# Run complete pipeline tests
python run_e2e_tests.py client_miner -v

All Tests

# Run all end-to-end tests
python run_e2e_tests.py all --parallel

# With verbose output
python run_e2e_tests.py all -v --parallel

📊 Test Configuration

Performance Targets

The tests validate performance against the deployment report targets:

Service	Operation	Target	Validation
Multi-Modal	Text Processing	≤0.02s	✅ Measured
Multi-Modal	Image Processing	≤0.15s	✅ Measured
GPU Multi-Modal	Cross-Modal Attention	≥10x speedup	✅ Measured
GPU Multi-Modal	Multi-Modal Fusion	≥20x speedup	✅ Measured
Marketplace	Transaction Processing	≤0.03s	✅ Measured
Marketplace	Royalty Calculation	≤0.01s	✅ Measured

Test Markers

• @pytest.mark.e2e: End-to-end tests (all tests in this directory)
• @pytest.mark.performance: Performance benchmark tests
• @pytest.mark.integration: Service integration tests
• @pytest.mark.slow: Long-running tests

Test Data

Tests use realistic data including:

• Text Samples: Product reviews, sentiment analysis examples
• Image Data: Mock image URLs and metadata
• Agent Configurations: Various algorithm and model settings
• Marketplace Data: Model listings, pricing, royalty configurations

🔧 Test Architecture

Test Framework Components

1. EnhancedServicesWorkflowTester

class EnhancedServicesWorkflowTester:
    """Test framework for enhanced services workflows"""
    
    async def setup_test_environment() -> bool
    async def test_multimodal_processing_workflow() -> Dict[str, Any]
    async def test_gpu_acceleration_workflow() -> Dict[str, Any]
    async def test_marketplace_transaction_workflow() -> Dict[str, Any]

2. ClientToMinerWorkflowTester

class ClientToMinerWorkflowTester:
    """Test framework for client-to-miner workflows"""
    
    async def submit_client_request() -> Dict[str, Any]
    async def create_agent_workflow() -> Dict[str, Any]
    async def execute_agent_workflow() -> Dict[str, Any]
    async def monitor_workflow_execution() -> Dict[str, Any]
    async def verify_execution_receipt() -> Dict[str, Any]
    async def submit_to_marketplace() -> Dict[str, Any]

3. PerformanceBenchmarkTester

class PerformanceBenchmarkTester:
    """Performance testing framework"""
    
    async def benchmark_multimodal_performance() -> Dict[str, Any]
    async def benchmark_gpu_performance() -> Dict[str, Any]
    async def benchmark_marketplace_performance() -> Dict[str, Any]
    async def benchmark_concurrent_performance() -> Dict[str, Any]

Service Health Validation

All tests begin with comprehensive health checks:

async def setup_test_environment() -> bool:
    """Setup test environment and verify all services"""
    
    # Check coordinator API
    # Check all 6 enhanced services
    # Validate service capabilities
    # Return True if sufficient services are healthy

📈 Test Results Interpretation

Success Criteria

Workflow Tests

• Success: ≥80% of workflow steps complete successfully
• Partial Failure: 60-79% of steps complete (some services unavailable)
• Failure: <60% of steps complete

Performance Tests

• Excellent: ≥90% of performance targets met
• Good: 70-89% of performance targets met
• Needs Improvement: <70% of performance targets met

Integration Tests

• Success: ≥90% of service integrations work
• Partial: 70-89% of integrations work
• Failure: <70% of integrations work

Sample Output

🎯 Starting Complete Client-to-Miner Workflow
============================================================
📤 Step 1: Submitting client request...
✅ Job submitted: job_12345678
🤖 Step 2: Creating agent workflow...
✅ Agent workflow created: workflow_abcdef
⚡ Step 3: Executing agent workflow...
✅ Workflow execution started: exec_123456
📊 Step 4: Monitoring workflow execution...
   📈 Progress: 4/4 steps, Status: completed
✅ Workflow completed successfully
🔍 Step 5: Verifying execution receipt...
✅ Execution receipt verified
🏪 Step 6: Submitting to marketplace...
✅ Submitted to marketplace: model_789012

============================================================
  WORKFLOW COMPLETION SUMMARY
============================================================
Total Duration: 12.34s
Successful Steps: 6/6
Success Rate: 100.0%
Overall Status: ✅ SUCCESS

🛠️ Troubleshooting

Common Issues

Services Not Available

# Check service status
./check_services.sh

# Start services
./manage_services.sh start

# Check individual service logs
./manage_services.sh logs aitbc-multimodal

Performance Test Failures

• GPU Not Available: GPU service will be skipped
• High Load: Reduce concurrent test levels
• Network Latency: Check localhost connectivity

Test Timeouts

• Increase Timeout: Use --timeout parameter
• Skip Health Check: Use --skip-health flag
• Run Sequentially: Remove --parallel flag

Debug Mode

# Run with verbose output
python run_e2e_tests.py workflows -v

# Run specific test file
pytest test_enhanced_services_workflows.py::test_multimodal_processing_workflow -v -s

# Run with Python debugger
python -m pytest test_client_miner_workflow.py::test_client_to_miner_complete_workflow -v -s --pdb

📋 Test Checklist

Before Running Tests

• All enhanced services deployed and healthy
• Test dependencies installed (pytest, httpx, psutil)
• Sufficient system resources (CPU, memory, GPU if available)
• Network connectivity to localhost services

During Test Execution

• Monitor service logs for errors
• Check system resource utilization
• Validate test output for expected results
• Record performance metrics for comparison

After Test Completion

• Review test results and success rates
• Analyze any failures or performance issues
• Update documentation with findings
• Archive test results for historical comparison

🔄 Continuous Integration

CI/CD Integration

# Example GitHub Actions workflow
- name: Run E2E Tests
  run: |
    cd tests/e2e
    python run_e2e_tests.py quick --skip-health
    
- name: Run Performance Benchmarks
  run: |
    cd tests/e2e
    python run_e2e_tests.py performance --parallel

Test Automation

# Automated test script
#!/bin/bash
cd /home/oib/aitbc/tests/e2e

# Quick smoke test
python run_e2e_tests.py quick --skip-health

# Full test suite (weekly)
python run_e2e_tests.py all --parallel

# Performance benchmarks (daily)
python run_e2e_tests.py performance -v

📚 Additional Resources

• Pytest Documentation
• HTTPX Documentation
• AITBC Enhanced Services Documentation
• Deployment Readiness Report

🤝 Contributing

When adding new tests:

1. Follow Naming Conventions: Use descriptive test names
2. Add Markers: Use appropriate pytest markers
3. Document Tests: Include docstrings explaining test purpose
4. Handle Failures Gracefully: Provide clear error messages
5. Update Documentation: Keep this README current

Test Template

@pytest.mark.asyncio
@pytest.mark.e2e
async def test_new_feature_workflow():
    """Test new feature end-to-end workflow"""
    tester = EnhancedServicesWorkflowTester()
    
    try:
        if not await tester.setup_test_environment():
            pytest.skip("Services not available")
        
        # Test implementation
        result = await tester.test_new_feature()
        
        # Assertions
        assert result["overall_status"] == "success"
        
    finally:
        await tester.cleanup_test_environment()