comprehensive_documentation_demo.py

#!/usr/bin/env python3
"""
Comprehensive Documentation Demonstration
Validates all updated documentation and demonstrates complete enterprise capabilities
"""

import os
import sys
import time
import json
from pathlib import Path

def print_header(title):
    """Print formatted header."""
    print("\n" + "="*80)
    print(f"🚀 {title}")
    print("="*80)

def print_section(title):
    """Print formatted section header."""
    print(f"\n📊 {title}")
    print("-"*60)

def print_success(message):
    """Print success message."""
    print(f"✅ {message}")

def print_info(message):
    """Print info message."""
    print(f"🔄 {message}")

def validate_documentation_files():
    """Validate all documentation files exist and are updated."""
    print_header("COMPREHENSIVE DOCUMENTATION VALIDATION")
    
    required_docs = [
        "README.md",
        "IMPLEMENTATION_PLAN.md", 
        "IMPROVEMENT_IMPLEMENTATION_PLAN.md",
        "DOCUMENTATION_INDEX.md",
        "docs/API.md",
        "docs/ARCHITECTURE.md",
        "docs/USAGE.md",
        "docs/INSTALLATION.md",
        "docs/HARDWARE.md",
        "docs/IPFS.md",
        "docs/TESTING.md",
        "examples/README.md",
        "INSTALLATION_TROUBLESHOOTING_GUIDE.md"
    ]
    
    documentation_status = {}
    
    for doc in required_docs:
        doc_path = Path(doc)
        if doc_path.exists():
            file_size = doc_path.stat().st_size
            documentation_status[doc] = {
                "exists": True,
                "size_kb": round(file_size / 1024, 2),
                "comprehensive": file_size > 5000  # Consider comprehensive if >5KB
            }
            status = "✅ COMPREHENSIVE" if file_size > 5000 else "✅ EXISTS"
            print_success(f"{doc:<50} | {file_size:>8} bytes | {status}")
        else:
            documentation_status[doc] = {"exists": False, "size_kb": 0, "comprehensive": False}
            print(f"❌ {doc:<50} | MISSING")
    
    # Calculate documentation coverage
    total_docs = len(required_docs)
    existing_docs = sum(1 for status in documentation_status.values() if status["exists"])
    comprehensive_docs = sum(1 for status in documentation_status.values() if status["comprehensive"])
    
    coverage_percent = (existing_docs / total_docs) * 100
    comprehensive_percent = (comprehensive_docs / total_docs) * 100
    
    print_section("Documentation Coverage Analysis")
    print(f"📋 Total Documentation Files: {total_docs}")
    print(f"✅ Existing Files: {existing_docs}")
    print(f"📖 Comprehensive Files: {comprehensive_docs}")
    print(f"📊 Coverage: {coverage_percent:.1f}%")
    print(f"🎯 Comprehensive Coverage: {comprehensive_percent:.1f}%")
    
    if coverage_percent >= 95:
        print_success("EXCELLENT - Documentation coverage exceeds enterprise standards")
    elif coverage_percent >= 85:
        print_success("GOOD - Documentation coverage meets production standards")
    else:
        print("⚠️  WARNING - Documentation coverage below production standards")
    
    return documentation_status

def validate_example_applications():
    """Validate all example applications exist and are functional."""
    print_header("EXAMPLE APPLICATIONS VALIDATION")
    
    examples_dir = Path("examples")
    if not examples_dir.exists():
        print("❌ Examples directory not found")
        return {}
        
    example_files = list(examples_dir.glob("*.py"))
    
    example_status = {}
    
    for example_file in example_files:
        if example_file.name == "__init__.py":
            continue
            
        file_size = example_file.stat().st_size
        
        # Check if file has main execution block
        with open(example_file, 'r') as f:
            content = f.read()
            has_main = 'if __name__ == "__main__"' in content
            has_imports = any(line.strip().startswith('from') or line.strip().startswith('import') 
                            for line in content.split('\n'))
        
        example_status[example_file.name] = {
            "size_kb": round(file_size / 1024, 2),
            "has_main": has_main,
            "has_imports": has_imports,
            "comprehensive": file_size > 3000
        }
        
        status_indicators = []
        if has_main:
            status_indicators.append("EXECUTABLE")
        if has_imports:
            status_indicators.append("INTEGRATED")  
        if file_size > 3000:
            status_indicators.append("COMPREHENSIVE")
            
        status = " | ".join(status_indicators) if status_indicators else "BASIC"
        print_success(f"{example_file.name:<40} | {file_size:>8} bytes | {status}")
    
    print_section("Example Applications Summary")
    total_examples = len(example_files) - 1  # Exclude __init__.py
    comprehensive_examples = sum(1 for status in example_status.values() if status["comprehensive"])
    executable_examples = sum(1 for status in example_status.values() if status["has_main"])
    
    print(f"📋 Total Examples: {total_examples}")
    print(f"🎯 Comprehensive Examples: {comprehensive_examples}")
    print(f"🚀 Executable Examples: {executable_examples}")
    print(f"📊 Comprehensive Coverage: {(comprehensive_examples/total_examples)*100:.1f}%")
    
    return example_status

def validate_advanced_components():
    """Validate all advanced components are implemented."""
    print_header("ADVANCED COMPONENTS VALIDATION")
    
    utils_dir = Path("utils")
    if not utils_dir.exists():
        print("❌ Utils directory not found")
        return {}
    
    advanced_components = [
        "enhanced_performance_modeling.py",
        "advanced_benchmarking_suite.py", 
        "comprehensive_model_hardware_compatibility.py",
        "advanced_integration_testing.py",
        "enterprise_validation.py",
        "advanced_security_scanner.py",
        "enhanced_monitoring.py",
        "deployment_automation.py",
        "performance_optimization.py",
        "real_world_model_testing.py"
    ]
    
    component_status = {}
    
    for component in advanced_components:
        component_path = utils_dir / component
        if component_path.exists():
            file_size = component_path.stat().st_size
            
            # Check for class definitions and enterprise features
            with open(component_path, 'r') as f:
                content = f.read()
                has_classes = 'class ' in content
                has_logging = 'logging' in content
                has_enterprise = any(term in content.lower() for term in 
                                   ['enterprise', 'production', 'advanced', 'comprehensive'])
            
            component_status[component] = {
                "size_kb": round(file_size / 1024, 2),
                "has_classes": has_classes,
                "has_logging": has_logging,
                "has_enterprise": has_enterprise,
                "enterprise_ready": file_size > 5000 and has_classes and has_enterprise
            }
            
            status_indicators = []
            if has_classes:
                status_indicators.append("OOP")
            if has_logging:
                status_indicators.append("LOGGING")
            if has_enterprise:
                status_indicators.append("ENTERPRISE")
            if file_size > 5000:
                status_indicators.append("COMPREHENSIVE")
                
            status = " | ".join(status_indicators) if status_indicators else "BASIC"
            print_success(f"{component:<50} | {file_size:>8} bytes | {status}")
        else:
            component_status[component] = {"exists": False}
            print(f"❌ {component:<50} | MISSING")
    
    print_section("Advanced Components Summary")
    total_components = len(advanced_components)
    existing_components = sum(1 for status in component_status.values() if status.get("exists", True))
    enterprise_components = sum(1 for status in component_status.values() if status.get("enterprise_ready", False))
    
    print(f"📋 Total Advanced Components: {total_components}")
    print(f"✅ Existing Components: {existing_components}")
    print(f"🏢 Enterprise-Ready Components: {enterprise_components}")
    print(f"📊 Implementation Coverage: {(existing_components/total_components)*100:.1f}%")
    print(f"🎯 Enterprise Readiness: {(enterprise_components/total_components)*100:.1f}%")
    
    return component_status

def run_documentation_quality_assessment():
    """Assess overall documentation quality and completeness."""
    print_header("DOCUMENTATION QUALITY ASSESSMENT")
    
    # Validate key documentation files for content quality
    quality_metrics = {}
    
    # Check README.md for enterprise features
    readme_path = Path("README.md")
    if readme_path.exists():
        with open(readme_path, 'r') as f:
            readme_content = f.read()
            
        quality_metrics["README.md"] = {
            "length": len(readme_content),
            "has_enterprise_features": "enterprise" in readme_content.lower(),
            "has_examples": "example" in readme_content.lower(),
            "has_installation": "installation" in readme_content.lower(),
            "has_feature_matrix": "feature" in readme_content.lower() and "matrix" in readme_content.lower(),
            "has_performance_metrics": "performance" in readme_content.lower(),
            "comprehensive": len(readme_content) > 10000
        }
    
    # Check API documentation for completeness
    api_path = Path("docs/API.md")
    if api_path.exists():
        with open(api_path, 'r') as f:
            api_content = f.read()
            
        quality_metrics["API.md"] = {
            "length": len(api_content),
            "has_advanced_components": "advanced" in api_content.lower(),
            "has_enterprise_api": "enterprise" in api_content.lower(),
            "has_examples": "example" in api_content.lower(),
            "comprehensive": len(api_content) > 15000
        }
    
    # Check improvement plan for next-level features
    improvement_path = Path("IMPROVEMENT_IMPLEMENTATION_PLAN.md")
    if improvement_path.exists():
        with open(improvement_path, 'r') as f:
            improvement_content = f.read()
            
        quality_metrics["IMPROVEMENT_PLAN.md"] = {
            "length": len(improvement_content),
            "has_ai_features": "ai" in improvement_content.lower() or "ml" in improvement_content.lower(),
            "has_roadmap": "roadmap" in improvement_content.lower(),
            "has_metrics": "metrics" in improvement_content.lower(),
            "comprehensive": len(improvement_content) > 20000
        }
    
    print_section("Documentation Quality Metrics")
    total_quality_score = 0
    total_files = 0
    
    for doc_name, metrics in quality_metrics.items():
        file_score = 0
        max_score = 0
        
        for metric, value in metrics.items():
            if metric == "length":
                continue
            max_score += 1
            if value:
                file_score += 1
        
        quality_percentage = (file_score / max_score) * 100 if max_score > 0 else 0
        total_quality_score += quality_percentage
        total_files += 1
        
        print(f"📄 {doc_name:<30} | {metrics['length']:>8} chars | {quality_percentage:>5.1f}% quality")
        
        # Print quality indicators
        quality_indicators = [k for k, v in metrics.items() if v and k != "length"]
        if quality_indicators:
            print(f"   🎯 Features: {', '.join(quality_indicators)}")
    
    overall_quality = total_quality_score / total_files if total_files > 0 else 0
    
    print_section("Overall Documentation Quality")
    print(f"📊 Overall Documentation Quality: {overall_quality:.1f}/100")
    
    if overall_quality >= 90:
        print_success("EXCEPTIONAL - Documentation quality exceeds enterprise standards")
    elif overall_quality >= 80:
        print_success("EXCELLENT - Documentation quality meets enterprise standards")
    elif overall_quality >= 70:
        print_success("GOOD - Documentation quality meets production standards")
    else:
        print("⚠️  WARNING - Documentation quality needs improvement")
    
    return quality_metrics, overall_quality

def demonstrate_advanced_capabilities():
    """Demonstrate that all advanced capabilities are working."""
    print_header("ADVANCED CAPABILITIES DEMONSTRATION")
    
    try:
        # Test Enhanced Performance Modeling
        print_section("Enhanced Performance Modeling")
        print_info("Testing enhanced performance modeling system...")
        
        # Import and test the component
        sys.path.append('.')
        from utils.enhanced_performance_modeling import EnhancedPerformanceModeling
        
        modeling = EnhancedPerformanceModeling()
        result = modeling.compare_hardware_performance("bert-tiny", ["cpu", "cuda"])
        print_success("Enhanced Performance Modeling working correctly")
        print(f"   📊 Hardware comparison results: {len(result)} platforms analyzed")
        
    except Exception as e:
        print(f"⚠️  Enhanced Performance Modeling: {e}")
    
    try:
        # Test Advanced Benchmarking Suite
        print_section("Advanced Benchmarking Suite")
        print_info("Testing advanced benchmarking capabilities...")
        
        from utils.advanced_benchmarking_suite import AdvancedBenchmarkSuite
        
        suite = AdvancedBenchmarkSuite()
        config = {
            "models": ["bert-tiny"],
            "hardware": ["cpu"],
            "batch_sizes": [1, 4],
            "precisions": ["fp32"],
            "iterations": 3
        }
        result = suite.run_benchmark_suite(config)
        print_success("Advanced Benchmarking Suite working correctly")
        print(f"   📊 Benchmark results: {len(result.get('results', []))} configurations tested")
        
    except Exception as e:
        print(f"⚠️  Advanced Benchmarking Suite: {e}")
    
    try:
        # Test Model-Hardware Compatibility
        print_section("Model-Hardware Compatibility")
        print_info("Testing comprehensive compatibility system...")
        
        from utils.comprehensive_model_hardware_compatibility import ComprehensiveModelHardwareCompatibility
        
        compatibility = ComprehensiveModelHardwareCompatibility()
        result = compatibility.assess_compatibility("bert-tiny", "cpu")
        print_success("Model-Hardware Compatibility working correctly")
        print(f"   🎯 Compatibility level: {result.get('compatibility_level', 'Unknown')}")
        
    except Exception as e:
        print(f"⚠️  Model-Hardware Compatibility: {e}")
    
    try:
        # Test Integration Testing
        print_section("Advanced Integration Testing")
        print_info("Testing integration testing framework...")
        
        from utils.advanced_integration_testing import AdvancedIntegrationTesting
        
        tester = AdvancedIntegrationTesting()
        result = tester.run_comprehensive_integration_test()
        print_success("Advanced Integration Testing working correctly")
        print(f"   🧪 Integration tests: {len(result.get('test_results', []))} tests completed")
        
    except Exception as e:
        print(f"⚠️  Advanced Integration Testing: {e}")
    
    try:
        # Test Enterprise Validation
        print_section("Enterprise Validation")
        print_info("Testing enterprise validation system...")
        
        from utils.enterprise_validation import EnterpriseValidation
        
        validator = EnterpriseValidation()
        score = validator.calculate_enterprise_score()
        print_success("Enterprise Validation working correctly")
        print(f"   🏢 Enterprise Score: {score:.1f}/100")
        
    except Exception as e:
        print(f"⚠️  Enterprise Validation: {e}")

def generate_documentation_report():
    """Generate comprehensive documentation report."""
    print_header("COMPREHENSIVE DOCUMENTATION REPORT")
    
    # Collect all validation results
    doc_status = validate_documentation_files()
    example_status = validate_example_applications()
    component_status = validate_advanced_components()
    quality_metrics, overall_quality = run_documentation_quality_assessment()
    
    # Generate summary report
    report = {
        "documentation_validation": {
            "total_files": len(doc_status),
            "existing_files": sum(1 for s in doc_status.values() if s.get("exists", False)),
            "comprehensive_files": sum(1 for s in doc_status.values() if s.get("comprehensive", False))
        },
        "example_applications": {
            "total_examples": len(example_status),
            "comprehensive_examples": sum(1 for s in example_status.values() if s.get("comprehensive", False)),
            "executable_examples": sum(1 for s in example_status.values() if s.get("has_main", False))
        },
        "advanced_components": {
            "total_components": len(component_status),
            "existing_components": sum(1 for s in component_status.values() if s.get("exists", True)),
            "enterprise_components": sum(1 for s in component_status.values() if s.get("enterprise_ready", False))
        },
        "overall_quality": overall_quality,
        "timestamp": time.strftime("%Y-%m-%d %H:%M:%S")
    }
    
    print_section("FINAL DOCUMENTATION ASSESSMENT")
    
    # Calculate overall documentation score
    doc_coverage = (report["documentation_validation"]["existing_files"] / 
                   report["documentation_validation"]["total_files"]) * 100
    
    example_coverage = (report["example_applications"]["comprehensive_examples"] /
                       report["example_applications"]["total_examples"]) * 100
    
    component_coverage = (report["advanced_components"]["enterprise_components"] /
                         report["advanced_components"]["total_components"]) * 100
    
    overall_documentation_score = (doc_coverage * 0.4 + example_coverage * 0.3 + 
                                 component_coverage * 0.2 + overall_quality * 0.1)
    
    print(f"📋 Documentation Coverage: {doc_coverage:.1f}%")
    print(f"🎯 Example Coverage: {example_coverage:.1f}%")
    print(f"🚀 Component Coverage: {component_coverage:.1f}%")
    print(f"📖 Content Quality: {overall_quality:.1f}%")
    print(f"🏆 Overall Documentation Score: {overall_documentation_score:.1f}/100")
    
    if overall_documentation_score >= 90:
        print_success("🏆 EXCEPTIONAL - Documentation exceeds enterprise standards")
        status = "ENTERPRISE-READY"
    elif overall_documentation_score >= 80:
        print_success("✅ EXCELLENT - Documentation meets enterprise standards")
        status = "PRODUCTION-READY"
    elif overall_documentation_score >= 70:
        print_success("✅ GOOD - Documentation meets production standards")
        status = "PRODUCTION-CAPABLE"
    else:
        print("⚠️  WARNING - Documentation needs improvement for production")
        status = "NEEDS-IMPROVEMENT"
    
    print(f"\n🎯 DOCUMENTATION STATUS: {status}")
    
    # Save report
    report["overall_score"] = overall_documentation_score
    report["status"] = status
    
    with open("documentation_validation_report.json", "w") as f:
        json.dump(report, f, indent=2)
    
    print_success("Documentation validation report saved to documentation_validation_report.json")
    
    return report

def main():
    """Run comprehensive documentation validation."""
    print_header("IPFS ACCELERATE PYTHON - COMPREHENSIVE DOCUMENTATION VALIDATION")
    print("   Advanced Enterprise Platform Documentation Assessment")
    
    start_time = time.time()
    
    # Run all validations
    documentation_report = generate_documentation_report()
    
    # Demonstrate advanced capabilities
    demonstrate_advanced_capabilities()
    
    end_time = time.time()
    
    print_header("DOCUMENTATION VALIDATION COMPLETE")
    print(f"⏱️  Total Validation Time: {end_time - start_time:.2f} seconds")
    print(f"🏆 Overall Documentation Score: {documentation_report['overall_score']:.1f}/100")
    print(f"🎯 Documentation Status: {documentation_report['status']}")
    print(f"📅 Validation Date: {documentation_report['timestamp']}")
    
    if documentation_report['overall_score'] >= 90:
        print("\n🎉 COMPREHENSIVE DOCUMENTATION UPDATE SUCCESSFUL!")
        print("   Enterprise-grade documentation complete and ready for production!")
    
    return documentation_report

if __name__ == "__main__":
    # Set working directory to repository root
    script_dir = Path(__file__).parent.parent
    os.chdir(script_dir)
    
    # Run comprehensive documentation validation
    report = main()