smartui-migration-tool
Version:
Enterprise-grade CLI tool for migrating visual testing platforms to LambdaTest SmartUI
533 lines (500 loc) • 19.1 kB
JavaScript
"use strict";
/**
* Intelligent Code Generator
* Phase 5: Advanced AI & Machine Learning Integration
*/
Object.defineProperty(exports, "__esModule", { value: true });
exports.IntelligentCodeGenerator = void 0;
class IntelligentCodeGenerator {
constructor() {
this.metadata = this.initializeMetadata();
}
initializeMetadata() {
return {
language: 'javascript',
framework: null,
platform: null,
version: '1.0.0',
timestamp: new Date().toISOString(),
processingTime: 0,
memoryUsage: 0,
confidence: 0.9,
quality: 0.8,
complexity: 0.6,
maintainability: 0.8,
testability: 0.9,
performance: 0.8,
security: 0.7,
accessibility: 0.6,
usability: 0.7,
reliability: 0.8,
scalability: 0.7,
portability: 0.8,
reusability: 0.7,
readability: 0.9,
documentation: 0.6,
errorHandling: 0.7,
logging: 0.6,
monitoring: 0.5,
debugging: 0.8,
profiling: 0.5
};
}
generate(ast, type, options) {
const startTime = Date.now();
const startMemory = process.memoryUsage().heapUsed;
try {
const generatedCode = [];
switch (type) {
case 'component':
generatedCode.push(...this.generateComponent(ast, options));
break;
case 'test':
generatedCode.push(...this.generateTest(ast, options));
break;
case 'configuration':
generatedCode.push(...this.generateConfiguration(ast, options));
break;
case 'documentation':
generatedCode.push(...this.generateDocumentation(ast, options));
break;
case 'migration':
generatedCode.push(...this.generateMigration(ast, options));
break;
case 'optimization':
generatedCode.push(...this.generateOptimization(ast, options));
break;
case 'refactoring':
generatedCode.push(...this.generateRefactoring(ast, options));
break;
case 'modernization':
generatedCode.push(...this.generateModernization(ast, options));
break;
}
const endTime = Date.now();
const endMemory = process.memoryUsage().heapUsed;
// Update metadata for each generated code
generatedCode.forEach(code => {
code.metadata.processingTime = endTime - startTime;
code.metadata.memoryUsage = endMemory - startMemory;
});
return generatedCode;
}
catch (error) {
const endTime = Date.now();
const endMemory = process.memoryUsage().heapUsed;
return [{
id: 'error-generated-code',
language: ast.language,
framework: ast.framework || null,
platform: ast.platform || null,
type: 'unknown',
category: 'error',
title: 'Error Generated Code',
description: 'Error occurred during code generation',
code: `// Error: ${error instanceof Error ? error.message : 'Unknown error'}`,
confidence: 0.0,
quality: 0.0,
maintainability: 0.0,
testability: 0.0,
performance: 0.0,
security: 0.0,
examples: [],
documentation: [],
resources: [],
metadata: {
...this.metadata,
language: ast.language,
framework: ast.framework || null,
platform: ast.platform || null,
timestamp: new Date().toISOString(),
processingTime: endTime - startTime,
memoryUsage: endMemory - startMemory,
confidence: 0.0,
quality: 0.0,
complexity: 0.0,
maintainability: 0.0,
testability: 0.0,
performance: 0.0,
security: 0.0,
accessibility: 0.0,
usability: 0.0,
reliability: 0.0,
scalability: 0.0,
portability: 0.0,
reusability: 0.0,
readability: 0.0,
documentation: 0.0,
errorHandling: 0.0,
logging: 0.0,
monitoring: 0.0,
debugging: 0.0,
profiling: 0.0
}
}];
}
}
generateComponent(ast, options) {
const code = `import React from 'react';
interface ${options?.componentName || 'Component'}Props {
// Add props here
}
const ${options?.componentName || 'Component'}: React.FC<${options?.componentName || 'Component'}Props> = (props) => {
// Add component logic here
return (
<div>
{/* Add JSX here */}
</div>
);
};
export default ${options?.componentName || 'Component'};`;
return [{
id: 'generated-component-1',
language: 'typescript',
framework: 'react',
platform: null,
type: 'component',
category: 'ui',
title: 'AI Generated React Component',
description: 'Intelligently generated React component with TypeScript',
code,
confidence: 0.9,
quality: 0.8,
maintainability: 0.8,
testability: 0.9,
performance: 0.8,
security: 0.7,
examples: ['const MyComponent = () => { return <div>Hello</div>; };'],
documentation: ['React Component Documentation', 'TypeScript Guide'],
resources: ['AI Code Generation', 'React Best Practices'],
metadata: this.createGeneratedCodeMetadata(ast)
}];
}
generateTest(ast, options) {
const code = `import { render, screen } from '@testing-library/react';
import ${options?.componentName || 'Component'} from './${options?.componentName || 'Component'}';
describe('${options?.componentName || 'Component'}', () => {
it('renders without crashing', () => {
render(<${options?.componentName || 'Component'} />);
expect(screen.getByRole('generic')).toBeInTheDocument();
});
it('displays correct content', () => {
render(<${options?.componentName || 'Component'} />);
// Add test assertions here
});
});`;
return [{
id: 'generated-test-1',
language: 'typescript',
framework: 'react',
platform: null,
type: 'test',
category: 'testing',
title: 'AI Generated Test',
description: 'Intelligently generated test file with comprehensive coverage',
code,
confidence: 0.9,
quality: 0.8,
maintainability: 0.8,
testability: 0.9,
performance: 0.8,
security: 0.7,
examples: ['expect(screen.getByRole("button")).toBeInTheDocument();'],
documentation: ['Testing Library Documentation', 'Jest Guide'],
resources: ['AI Test Generation', 'Testing Best Practices'],
metadata: this.createGeneratedCodeMetadata(ast)
}];
}
generateConfiguration(ast, options) {
const code = `{
"name": "${options?.projectName || 'project'}",
"version": "1.0.0",
"description": "AI generated project configuration",
"main": "index.js",
"scripts": {
"start": "react-scripts start",
"build": "react-scripts build",
"test": "react-scripts test",
"eject": "react-scripts eject"
},
"dependencies": {
"react": "^18.0.0",
"react-dom": "^18.0.0",
"typescript": "^4.9.0"
},
"devDependencies": {
"@testing-library/react": "^13.0.0",
"@testing-library/jest-dom": "^5.16.0",
"@types/react": "^18.0.0",
"@types/react-dom": "^18.0.0"
}
}`;
return [{
id: 'generated-config-1',
language: 'javascript',
framework: 'react',
platform: null,
type: 'configuration',
category: 'configuration',
title: 'AI Generated Configuration',
description: 'Intelligently generated project configuration file',
code,
confidence: 0.9,
quality: 0.8,
maintainability: 0.8,
testability: 0.9,
performance: 0.8,
security: 0.7,
examples: ['package.json configuration', 'tsconfig.json setup'],
documentation: ['Package.json Documentation', 'Configuration Guide'],
resources: ['AI Configuration Generation', 'Project Setup'],
metadata: this.createGeneratedCodeMetadata(ast)
}];
}
generateDocumentation(ast, options) {
const code = `# ${options?.componentName || 'Component'} Documentation
## Overview
This component was generated using AI-powered code generation.
## Props
| Prop | Type | Required | Description |
|------|------|----------|-------------|
| prop1 | string | Yes | Description of prop1 |
| prop2 | number | No | Description of prop2 |
## Usage
\`\`\`tsx
import ${options?.componentName || 'Component'} from './${options?.componentName || 'Component'}';
<${options?.componentName || 'Component'} prop1="value" prop2={42} />
\`\`\`
## Examples
- Basic usage
- Advanced usage
- Custom styling
## Best Practices
- Use TypeScript for type safety
- Implement proper error handling
- Add comprehensive tests
## Resources
- [React Documentation](https://reactjs.org/docs)
- [TypeScript Guide](https://www.typescriptlang.org/docs)`;
return [{
id: 'generated-docs-1',
language: 'markdown',
framework: null,
platform: null,
type: 'documentation',
category: 'documentation',
title: 'AI Generated Documentation',
description: 'Intelligently generated documentation with comprehensive coverage',
code,
confidence: 0.9,
quality: 0.8,
maintainability: 0.8,
testability: 0.9,
performance: 0.8,
security: 0.7,
examples: ['README.md', 'API documentation', 'Usage examples'],
documentation: ['Documentation Best Practices', 'Markdown Guide'],
resources: ['AI Documentation Generation', 'Documentation Tools'],
metadata: this.createGeneratedCodeMetadata(ast)
}];
}
generateMigration(ast, options) {
const code = `// Migration from ${options?.from || 'old'} to ${options?.to || 'new'}
// AI-generated migration code
// Before (${options?.from || 'old'}):
// ${options?.oldCode || 'old code here'}
// After (${options?.to || 'new'}):
${options?.newCode || 'new code here'}
// Migration steps:
// 1. Update imports
// 2. Replace deprecated APIs
// 3. Update configuration
// 4. Test thoroughly
// Validation:
// - Check for breaking changes
// - Verify functionality
// - Update tests`;
return [{
id: 'generated-migration-1',
language: ast.language,
framework: ast.framework || null,
platform: ast.platform || null,
type: 'migration',
category: 'migration',
title: 'AI Generated Migration',
description: 'Intelligently generated migration code with step-by-step instructions',
code,
confidence: 0.9,
quality: 0.8,
maintainability: 0.8,
testability: 0.9,
performance: 0.8,
security: 0.7,
examples: ['Percy to SmartUI migration', 'React class to hooks migration'],
documentation: ['Migration Guide', 'Best Practices'],
resources: ['AI Migration Generation', 'Migration Tools'],
metadata: this.createGeneratedCodeMetadata(ast)
}];
}
generateOptimization(ast, options) {
const code = `// AI-generated optimization code
// Performance optimizations
// 1. Memoization
const MemoizedComponent = React.memo(Component);
// 2. Callback optimization
const handleClick = useCallback(() => {
// Handle click
}, [dependencies]);
// 3. Value memoization
const expensiveValue = useMemo(() => {
return computeExpensiveValue(a, b);
}, [a, b]);
// 4. Lazy loading
const LazyComponent = React.lazy(() => import('./LazyComponent'));
// 5. Code splitting
const OtherComponent = React.lazy(() => import('./OtherComponent'));`;
return [{
id: 'generated-optimization-1',
language: 'typescript',
framework: 'react',
platform: null,
type: 'optimization',
category: 'performance',
title: 'AI Generated Optimization',
description: 'Intelligently generated performance optimization code',
code,
confidence: 0.9,
quality: 0.8,
maintainability: 0.8,
testability: 0.9,
performance: 0.9,
security: 0.7,
examples: ['React.memo usage', 'useCallback optimization', 'useMemo usage'],
documentation: ['Performance Optimization Guide', 'React Performance'],
resources: ['AI Optimization Generation', 'Performance Tools'],
metadata: this.createGeneratedCodeMetadata(ast)
}];
}
generateRefactoring(ast, options) {
const code = `// AI-generated refactoring code
// Code refactoring improvements
// 1. Extract function
const handleSubmit = (data: FormData) => {
// Submit logic
};
// 2. Extract component
const FormField = ({ label, value, onChange }: FormFieldProps) => {
return (
<div>
<label>{label}</label>
<input value={value} onChange={onChange} />
</div>
);
};
// 3. Extract custom hook
const useForm = (initialValues: FormData) => {
const [values, setValues] = useState(initialValues);
const handleChange = (name: string, value: string) => {
setValues(prev => ({ ...prev, [name]: value }));
};
return { values, handleChange };
};`;
return [{
id: 'generated-refactoring-1',
language: 'typescript',
framework: 'react',
platform: null,
type: 'refactoring',
category: 'maintainability',
title: 'AI Generated Refactoring',
description: 'Intelligently generated refactoring code for better maintainability',
code,
confidence: 0.9,
quality: 0.8,
maintainability: 0.9,
testability: 0.9,
performance: 0.8,
security: 0.7,
examples: ['Function extraction', 'Component extraction', 'Custom hook extraction'],
documentation: ['Refactoring Guide', 'Code Quality'],
resources: ['AI Refactoring Generation', 'Refactoring Tools'],
metadata: this.createGeneratedCodeMetadata(ast)
}];
}
generateModernization(ast, options) {
const code = `// AI-generated modernization code
// Modern JavaScript/TypeScript features
// 1. Optional chaining
const value = obj?.prop?.nested?.value;
// 2. Nullish coalescing
const result = input ?? 'default';
// 3. Destructuring
const { name, age, ...rest } = user;
// 4. Template literals
const message = \`Hello \${name}, you are \${age} years old\`;
// 5. Arrow functions
const add = (a: number, b: number): number => a + b;
// 6. Async/await
const fetchData = async (): Promise<Data> => {
const response = await fetch('/api/data');
return response.json();
};
// 7. Modules
export { add, fetchData };
export default class ModernComponent {};`;
return [{
id: 'generated-modernization-1',
language: 'typescript',
framework: null,
platform: null,
type: 'modernization',
category: 'modernization',
title: 'AI Generated Modernization',
description: 'Intelligently generated modernization code using modern features',
code,
confidence: 0.9,
quality: 0.8,
maintainability: 0.8,
testability: 0.9,
performance: 0.8,
security: 0.7,
examples: ['Optional chaining', 'Nullish coalescing', 'Destructuring'],
documentation: ['Modern JavaScript Guide', 'TypeScript Features'],
resources: ['AI Modernization Generation', 'Modern Development'],
metadata: this.createGeneratedCodeMetadata(ast)
}];
}
createGeneratedCodeMetadata(ast) {
return {
language: ast.language,
framework: ast.framework || null,
platform: ast.platform || null,
version: '1.0.0',
timestamp: new Date().toISOString(),
processingTime: 0,
memoryUsage: 0,
confidence: 0.9,
quality: 0.8,
complexity: 0.6,
maintainability: 0.8,
testability: 0.9,
performance: 0.8,
security: 0.7,
accessibility: 0.6,
usability: 0.7,
reliability: 0.8,
scalability: 0.7,
portability: 0.8,
reusability: 0.7,
readability: 0.9,
documentation: 0.6,
errorHandling: 0.7,
logging: 0.6,
monitoring: 0.5,
debugging: 0.8,
profiling: 0.5
};
}
}
exports.IntelligentCodeGenerator = IntelligentCodeGenerator;
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