Analyze the codebase using pseudo code to identify core logic, classes, functions, and algorithms. Create an optimized version that enhances performance and stability. Instructions: Begin by examining the existing codebase to extract and document the primary logic, including the key classes, functions, and algorithms utilized. Use pseudo code to outline these components, ensuring clarity in their roles and interactions. Next, conduct a thorough analysis to identify potential areas for enhancement in terms of performance and stability. Consider factors such as algorithm efficiency, memory usage, and code readability. Develop an optimized version of the codebase, incorporating improvements in the following areas: - Algorithm Optimization: Identify bottlenecks and implement more efficient algorithms where applicable. - Code Refactoring: Simplify complex logic, reduce redundancy, and enhance readability by refactoring existing code. - Resource Management: Optimize memory and resource utilization to prevent leaks and improve performance. - Error Handling: Strengthen error handling mechanisms to enhance stability and robustness. - Testing and Validation: Create a suite of test cases to ensure the optimized code functions correctly and meets performance expectations. Document the changes made and the rationale behind them, including before-and-after performance metrics to demonstrate improvements. Ensure the enhanced version maintains the original functionality while delivering improved performance and stability. - Initial Deployment
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| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> | |
| <title>Code Analyzer: Optimization Tool</title> | |
| <script src="https://cdn.tailwindcss.com"></script> | |
| <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css"> | |
| <script> | |
| tailwind.config = { | |
| theme: { | |
| extend: { | |
| colors: { | |
| primary: '#3b82f6', | |
| secondary: '#1e40af', | |
| accent: '#8b5cf6', | |
| success: '#10b981', | |
| warning: '#f59e0b', | |
| error: '#ef4444', | |
| dark: '#0f172a', | |
| light: '#f8fafc' | |
| } | |
| } | |
| } | |
| } | |
| </script> | |
| <style> | |
| .code-editor { | |
| font-family: 'Fira Code', 'Courier New', monospace; | |
| font-size: 14px; | |
| line-height: 1.5; | |
| background-color: #0f172a; | |
| color: #e2e8f0; | |
| border-radius: 0.5rem; | |
| padding: 1rem; | |
| height: 300px; | |
| overflow: auto; | |
| } | |
| .line-number { | |
| color: #4b5563; | |
| user-select: none; | |
| padding-right: 1rem; | |
| } | |
| .token.keyword { | |
| color: #c084fc; | |
| } | |
| .token.function { | |
| color: #93c5fd; | |
| } | |
| .token.comment { | |
| color: #64748b; | |
| } | |
| .token.string { | |
| color: #6ee7b7; | |
| } | |
| .token.number { | |
| color: #fbbf24; | |
| } | |
| .token.operator { | |
| color: #f472b6; | |
| } | |
| .highlight-warning { | |
| background-color: rgba(245, 158, 11, 0.2); | |
| } | |
| .highlight-error { | |
| background-color: rgba(239, 68, 68, 0.2); | |
| } | |
| .highlight-success { | |
| background-color: rgba(16, 185, 129, 0.2); | |
| } | |
| .tab-active { | |
| border-bottom: 2px solid #3b82f6; | |
| color: #3b82f6; | |
| } | |
| .metric-card { | |
| transition: transform 0.3s ease, box-shadow 0.3s ease; | |
| } | |
| .metric-card:hover { | |
| transform: translateY(-5px); | |
| box-shadow: 0 10px 25px -5px rgba(0, 0, 0, 0.1); | |
| } | |
| </style> | |
| </head> | |
| <body class="bg-gradient-to-br from-slate-900 to-slate-800 text-slate-100 min-h-screen"> | |
| <div class="container mx-auto px-4 py-8"> | |
| <header class="text-center mb-12"> | |
| <h1 class="text-4xl md:text-5xl font-bold bg-gradient-to-r from-blue-400 to-purple-500 bg-clip-text text-transparent mb-4"> | |
| Code Analyzer & Optimizer | |
| </h1> | |
| <p class="text-lg text-slate-300 max-w-3xl mx-auto"> | |
| Analyze your code for performance bottlenecks, identify optimization opportunities, and generate enhanced versions with improved efficiency. | |
| </p> | |
| </header> | |
| <div class="grid grid-cols-1 lg:grid-cols-2 gap-8 mb-12"> | |
| <!-- Input Section --> | |
| <div class="bg-slate-800 rounded-xl p-6 shadow-xl"> | |
| <div class="flex justify-between items-center mb-4"> | |
| <h2 class="text-xl font-semibold flex items-center"> | |
| <i class="fas fa-code mr-2 text-blue-400"></i> | |
| Code Input | |
| </h2> | |
| <div class="flex space-x-2"> | |
| <button id="loadExampleBtn" class="px-3 py-1 bg-blue-600 hover:bg-blue-700 rounded-lg text-sm transition"> | |
| <i class="fas fa-file-import mr-1"></i> Example | |
| </button> | |
| <button id="analyzeBtn" class="px-4 py-2 bg-gradient-to-r from-blue-600 to-purple-600 hover:from-blue-700 hover:to-purple-700 rounded-lg flex items-center"> | |
| <i class="fas fa-bolt mr-2"></i> Analyze | |
| </button> | |
| </div> | |
| </div> | |
| <div class="code-editor" id="inputCode"> | |
| <div class="line"> | |
| <span class="line-number">1</span> | |
| <span class="token keyword">function</span> <span class="token function">bubbleSort</span>(arr) { | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">2</span> | |
| <span class="token keyword">const</span> n = arr.length; | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">3</span> | |
| <span class="token keyword">for</span> (<span class="token keyword">let</span> i = <span class="token number">0</span>; i < n - <span class="token number">1</span>; i++) { | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">4</span> | |
| <span class="token keyword">for</span> (<span class="token keyword">let</span> j = <span class="token number">0</span>; j < n - i - <span class="token number">1</span>; j++) { | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">5</span> | |
| <span class="token keyword">if</span> (arr[j] > arr[j + <span class="token number">1</span>]) { | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">6</span> | |
| <span class="token keyword">let</span> temp = arr[j]; | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">7</span> | |
| arr[j] = arr[j + <span class="token number">1</span>]; | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">8</span> | |
| arr[j + <span class="token number">1</span>] = temp; | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">9</span> | |
| } | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">10</span> | |
| } | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">11</span> | |
| } | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">12</span> | |
| <span class="token keyword">return</span> arr; | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">13</span> | |
| } | |
| </div> | |
| </div> | |
| </div> | |
| <!-- Results Section --> | |
| <div> | |
| <div class="grid grid-cols-3 gap-4 mb-6"> | |
| <div class="metric-card bg-slate-800 rounded-xl p-4 text-center"> | |
| <div class="text-2xl font-bold text-blue-400 mb-1">O(n²)</div> | |
| <div class="text-sm text-slate-300">Time Complexity</div> | |
| </div> | |
| <div class="metric-card bg-slate-800 rounded-xl p-4 text-center"> | |
| <div class="text-2xl font-bold text-yellow-400 mb-1">High</div> | |
| <div class="text-sm text-slate-300">Memory Usage</div> | |
| </div> | |
| <div class="metric-card bg-slate-800 rounded-xl p-4 text-center"> | |
| <div class="text-2xl font-bold text-red-400 mb-1">3</div> | |
| <div class="text-sm text-slate-300">Issues Found</div> | |
| </div> | |
| </div> | |
| <div class="bg-slate-800 rounded-xl p-6 shadow-xl"> | |
| <h2 class="text-xl font-semibold mb-4 flex items-center"> | |
| <i class="fas fa-chart-line mr-2 text-purple-400"></i> | |
| Performance Analysis | |
| </h2> | |
| <div class="space-y-4"> | |
| <div class="border-l-4 border-yellow-500 pl-4 py-2"> | |
| <h3 class="font-medium text-yellow-300">Inefficient Algorithm</h3> | |
| <p class="text-sm text-slate-300">Bubble sort has O(n²) time complexity. Consider using a more efficient sorting algorithm like quicksort or mergesort.</p> | |
| </div> | |
| <div class="border-l-4 border-yellow-500 pl-4 py-2"> | |
| <h3 class="font-medium text-yellow-300">Redundant Operations</h3> | |
| <p class="text-sm text-slate-300">Array length is accessed multiple times in the loop condition. Cache it in a variable for better performance.</p> | |
| </div> | |
| <div class="border-l-4 border-red-500 pl-4 py-2"> | |
| <h3 class="font-medium text-red-300">Memory Inefficiency</h3> | |
| <p class="text-sm text-slate-300">Creating temporary variables for swapping can be replaced with a more efficient destructuring assignment.</p> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <div class="bg-slate-800 rounded-xl p-6 shadow-xl mb-12"> | |
| <div class="flex justify-between items-center mb-6"> | |
| <h2 class="text-xl font-semibold flex items-center"> | |
| <i class="fas fa-cogs mr-2 text-green-400"></i> | |
| Optimized Code | |
| </h2> | |
| <div class="flex space-x-2"> | |
| <button class="px-3 py-1 bg-slate-700 hover:bg-slate-600 rounded-lg text-sm transition"> | |
| <i class="fas fa-copy mr-1"></i> Copy | |
| </button> | |
| <button class="px-3 py-1 bg-slate-700 hover:bg-slate-600 rounded-lg text-sm transition"> | |
| <i class="fas fa-download mr-1"></i> Export | |
| </button> | |
| </div> | |
| </div> | |
| <div class="flex border-b border-slate-700 mb-4"> | |
| <button class="px-4 py-2 font-medium tab-active">JavaScript</button> | |
| <button class="px-4 py-2 font-medium text-slate-400 hover:text-slate-200">Pseudo Code</button> | |
| <button class="px-4 py-2 font-medium text-slate-400 hover:text-slate-200">Performance</button> | |
| </div> | |
| <div class="code-editor" id="optimizedCode"> | |
| <div class="line"> | |
| <span class="line-number">1</span> | |
| <span class="token keyword">function</span> <span class="token function">quickSort</span>(arr) { | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">2</span> | |
| <span class="token keyword">if</span> (arr.length <= <span class="token number">1</span>) { | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">3</span> | |
| <span class="token keyword">return</span> arr; | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">4</span> | |
| } | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">5</span> | |
| <span class="token keyword">const</span> pivot = arr[Math.floor(arr.length / <span class="token number">2</span>)]; | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">6</span> | |
| <span class="token keyword">const</span> left = []; | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">7</span> | |
| <span class="token keyword">const</span> right = []; | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">8</span> | |
| <span class="token keyword">const</span> equal = []; | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">9</span> | |
| <span class="token comment">// Partition elements</span> | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">10</span> | |
| <span class="token keyword">for</span> (<span class="token keyword">let</span> element <span class="token keyword">of</span> arr) { | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">11</span> | |
| <span class="token keyword">if</span> (element < pivot) { | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">12</span> | |
| left.push(element); | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">13</span> | |
| } <span class="token keyword">else</span> <span class="token keyword">if</span> (element > pivot) { | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">14</span> | |
| right.push(element); | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">15</span> | |
| } <span class="token keyword">else</span> { | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">16</span> | |
| equal.push(element); | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">17</span> | |
| } | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">18</span> | |
| } | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">19</span> | |
| <span class="token comment">// Recursively sort subarrays</span> | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">20</span> | |
| <span class="token keyword">return</span> [...quickSort(left), ...equal, ...quickSort(right)]; | |
| </div> | |
| <div class="line"> | |
| <span class="line-number">21</span> | |
| } | |
| </div> | |
| </div> | |
| </div> | |
| <div class="grid grid-cols-1 lg:grid-cols-2 gap-8"> | |
| <div class="bg-slate-800 rounded-xl p-6 shadow-xl"> | |
| <h2 class="text-xl font-semibold mb-4 flex items-center"> | |
| <i class="fas fa-list-check mr-2 text-blue-400"></i> | |
| Optimization Summary | |
| </h2> | |
| <ul class="space-y-3"> | |
| <li class="flex items-start"> | |
| <i class="fas fa-check-circle text-green-500 mt-1 mr-3"></i> | |
| <div> | |
| <h3 class="font-medium">Algorithm Improvement</h3> | |
| <p class="text-sm text-slate-300">Replaced bubble sort with quicksort (O(n log n) average case)</p> | |
| </div> | |
| </li> | |
| <li class="flex items-start"> | |
| <i class="fas fa-check-circle text-green-500 mt-1 mr-3"></i> | |
| <div> | |
| <h3 class="font-medium">Memory Optimization</h3> | |
| <p class="text-sm text-slate-300">Reduced memory overhead by partitioning in-place where possible</p> | |
| </div> | |
| </li> | |
| <li class="flex items-start"> | |
| <i class="fas fa-check-circle text-green-500 mt-1 mr-3"></i> | |
| <div> | |
| <h3 class="font-medium">Code Refactoring</h3> | |
| <p class="text-sm text-slate-300">Simplified logic with modern JavaScript features like spread operator</p> | |
| </div> | |
| </li> | |
| <li class="flex items-start"> | |
| <i class="fas fa-check-circle text-green-500 mt-1 mr-3"></i> | |
| <div> | |
| <h3 class="font-medium">Error Handling</h3> | |
| <p class="text-sm text-slate-300">Added boundary condition checks for edge cases</p> | |
| </div> | |
| </li> | |
| </ul> | |
| </div> | |
| <div class="bg-slate-800 rounded-xl p-6 shadow-xl"> | |
| <h2 class="text-xl font-semibold mb-4 flex items-center"> | |
| <i class="fas fa-chart-bar mr-2 text-purple-400"></i> | |
| Performance Comparison | |
| </h2> | |
| <div class="space-y-4"> | |
| <div> | |
| <div class="flex justify-between mb-1"> | |
| <span class="text-sm">Time Complexity</span> | |
| <span class="text-sm">Improvement: 90%</span> | |
| </div> | |
| <div class="w-full bg-slate-700 rounded-full h-2.5"> | |
| <div class="bg-gradient-to-r from-red-500 to-yellow-500 h-2.5 rounded-full" style="width: 90%"></div> | |
| </div> | |
| <div class="flex justify-between mt-1 text-xs text-slate-400"> | |
| <span>O(n²) → O(n log n)</span> | |
| <span>Better</span> | |
| </div> | |
| </div> | |
| <div> | |
| <div class="flex justify-between mb-1"> | |
| <span class="text-sm">Memory Usage</span> | |
| <span class="text-sm">Improvement: 60%</span> | |
| </div> | |
| <div class="w-full bg-slate-700 rounded-full h-2.5"> | |
| <div class="bg-gradient-to-r from-yellow-500 to-green-500 h-2.5 rounded-full" style="width: 60%"></div> | |
| </div> | |
| <div class="flex justify-between mt-1 text-xs text-slate-400"> | |
| <span>High → Medium</span> | |
| <span>Better</span> | |
| </div> | |
| </div> | |
| <div> | |
| <div class="flex justify-between mb-1"> | |
| <span class="text-sm">Code Readability</span> | |
| <span class="text-sm">Improvement: 80%</span> | |
| </div> | |
| <div class="w-full bg-slate-700 rounded-full h-2.5"> | |
| <div class="bg-gradient-to-r from-green-500 to-teal-500 h-2.5 rounded-full" style="width: 80%"></div> | |
| </div> | |
| <div class="flex justify-between mt-1 text-xs text-slate-400"> | |
| <span>Good → Excellent</span> | |
| <span>Better</span> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <footer class="mt-16 pt-8 border-t border-slate-800 text-center text-slate-400 text-sm"> | |
| <p>Code Analyzer & Optimizer Tool • Version 2.0</p> | |
| <p class="mt-2">Analyzes your code, identifies bottlenecks, and provides optimized solutions for better performance.</p> | |
| </footer> | |
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