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| |
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| class PerformanceAnalyzer {
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| constructor() {
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| this.version = '1.0.0';
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| }
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| |
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| |
| |
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| analyze(files) {
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| const nestedLoops = this.detectNestedLoops(files);
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| const syncIO = this.detectSynchronousIO(files);
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| const nPlusOne = this.detectNPlusOneQueries(files);
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| const memoryLeaks = this.detectMemoryLeakPatterns(files);
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| const blockingOps = this.detectBlockingOperations(files);
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| const inefficientRegex = this.detectInefficientRegex(files);
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| const hotspots = this.identifyHotspots(nestedLoops, syncIO, nPlusOne, memoryLeaks, blockingOps);
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|
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| return {
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| nestedLoops,
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| synchronousIO: syncIO,
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| nPlusOneQueries: nPlusOne,
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| memoryLeaks,
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| blockingOperations: blockingOps,
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| inefficientRegex,
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| hotspots,
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| summary: this.generateSummary(nestedLoops, syncIO, nPlusOne, memoryLeaks, blockingOps, inefficientRegex)
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| };
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| }
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| |
| |
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| detectNestedLoops(files) {
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| const issues = [];
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|
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| files.forEach(file => {
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| if (!file.content) return;
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|
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| const lines = file.content.split('\n');
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| const loopStack = [];
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|
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| lines.forEach((line, lineIndex) => {
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| const trimmed = line.trim();
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| if (/\b(?:for|while|forEach|map|filter|reduce)\s*\(/.test(trimmed)) {
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| loopStack.push({
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| type: this.identifyLoopType(trimmed),
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| line: lineIndex + 1,
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| depth: loopStack.length + 1
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| });
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| }
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| if (trimmed === '}' && loopStack.length > 0) {
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| const loop = loopStack.pop();
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| if (loop.depth >= 2) {
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| const complexity = this.calculateLoopComplexity(loop.depth);
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| issues.push({
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| type: 'NESTED_LOOP',
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| file: file.filePath,
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| line: loop.line,
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| depth: loop.depth,
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| complexity,
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| severity: loop.depth >= 3 ? 'CRITICAL' : 'HIGH',
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| message: `Nested loop with depth ${loop.depth} (${complexity} complexity)`,
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| recommendation: 'Consider using hash maps, caching, or algorithmic optimization',
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| performanceImpact: this.estimatePerformanceImpact(loop.depth)
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| });
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| }
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| }
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| });
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| });
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| return issues;
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| }
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| |
| |
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| identifyLoopType(line) {
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| if (/\bfor\s*\(/.test(line)) return 'for';
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| if (/\bwhile\s*\(/.test(line)) return 'while';
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| if (/\bforEach\s*\(/.test(line)) return 'forEach';
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| if (/\bmap\s*\(/.test(line)) return 'map';
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| if (/\bfilter\s*\(/.test(line)) return 'filter';
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| if (/\breduce\s*\(/.test(line)) return 'reduce';
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| return 'loop';
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| }
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| |
| |
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| calculateLoopComplexity(depth) {
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| const notations = ['O(n)', 'O(n²)', 'O(n³)', 'O(n⁴)', 'O(n⁵)'];
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| return notations[depth - 1] || `O(n^${depth})`;
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| }
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| |
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| estimatePerformanceImpact(depth) {
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| const impacts = {
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| 1: 'LINEAR - Acceptable',
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| 2: 'QUADRATIC - May slow with large datasets',
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| 3: 'CUBIC - Critical performance issue',
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| 4: 'POLYNOMIAL - Severe performance bottleneck'
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| };
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| return impacts[depth] || 'EXPONENTIAL - Catastrophic performance';
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| }
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| detectSynchronousIO(files) {
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| const issues = [];
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| const syncPatterns = [
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| { pattern: /fs\.readFileSync\(/g, api: 'fs.readFileSync', alternative: 'fs.promises.readFile' },
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| { pattern: /fs\.writeFileSync\(/g, api: 'fs.writeFileSync', alternative: 'fs.promises.writeFile' },
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| { pattern: /fs\.readdirSync\(/g, api: 'fs.readdirSync', alternative: 'fs.promises.readdir' },
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| { pattern: /fs\.statSync\(/g, api: 'fs.statSync', alternative: 'fs.promises.stat' },
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| { pattern: /child_process\.execSync\(/g, api: 'child_process.execSync', alternative: 'child_process.exec with promises' },
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| { pattern: /child_process\.spawnSync\(/g, api: 'child_process.spawnSync', alternative: 'child_process.spawn' },
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| { pattern: /crypto\.pbkdf2Sync\(/g, api: 'crypto.pbkdf2Sync', alternative: 'crypto.pbkdf2 (async)' }
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| ];
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| files.forEach(file => {
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| if (!file.content) return;
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| const lines = file.content.split('\n');
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| const isAsync = file.content.includes('async ') || file.content.includes('await ');
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|
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| lines.forEach((line, lineIndex) => {
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| syncPatterns.forEach(({ pattern, api, alternative }) => {
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| if (pattern.test(line)) {
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| issues.push({
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| type: 'SYNCHRONOUS_IO',
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| file: file.filePath,
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| line: lineIndex + 1,
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| api,
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| severity: isAsync ? 'CRITICAL' : 'HIGH',
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| message: `Synchronous I/O operation ${api} ${isAsync ? 'in async function' : ''}`,
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| recommendation: `Replace with ${alternative}`,
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| performanceImpact: 'Blocks event loop, reduces throughput'
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| });
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| }
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| pattern.lastIndex = 0;
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| });
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| });
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| });
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| return issues;
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| }
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|
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| |
| |
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| detectNPlusOneQueries(files) {
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| const issues = [];
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|
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| files.forEach(file => {
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| if (!file.content) return;
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|
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| const lines = file.content.split('\n');
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| let inLoop = false;
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| let loopStartLine = 0;
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| lines.forEach((line, lineIndex) => {
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|
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| if (/\b(?:for|while|forEach|map)\s*\(/.test(line)) {
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| inLoop = true;
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| loopStartLine = lineIndex + 1;
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| }
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| if (inLoop) {
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| const queryPatterns = [
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| /\.find\(/,
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| /\.findOne\(/,
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| /\.findById\(/,
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| /\.get\(/,
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| /\.query\(/,
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| /SELECT\s+.*FROM/i,
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| /await\s+\w+\.(find|get|query)/
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| ];
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| if (queryPatterns.some(pattern => pattern.test(line))) {
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| issues.push({
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| type: 'N_PLUS_ONE_QUERY',
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| file: file.filePath,
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| line: lineIndex + 1,
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| loopLine: loopStartLine,
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| severity: 'CRITICAL',
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| message: 'Database query inside loop (N+1 problem)',
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| recommendation: 'Use batch loading, joins, or eager loading (e.g., .populate(), .include())',
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| performanceImpact: 'Exponential database queries, severe performance degradation'
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| });
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| }
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| }
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|
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| if (line.trim() === '}' && inLoop) {
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| inLoop = false;
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| }
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| });
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| });
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| return issues;
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| }
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| |
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| detectMemoryLeakPatterns(files) {
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| const issues = [];
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| files.forEach(file => {
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| if (!file.content) return;
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| const lines = file.content.split('\n');
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|
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| lines.forEach((line, lineIndex) => {
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| if (/\.addEventListener\(|\.on\(/.test(line)) {
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| const hasRemoveListener = file.content.includes('removeEventListener') ||
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| file.content.includes('.off(') ||
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| file.content.includes('cleanup');
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| if (!hasRemoveListener) {
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| issues.push({
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| type: 'MEMORY_LEAK_EVENT_LISTENER',
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| file: file.filePath,
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| line: lineIndex + 1,
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| severity: 'HIGH',
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| message: 'Event listener added without cleanup',
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| recommendation: 'Add removeEventListener in cleanup/unmount',
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| performanceImpact: 'Memory accumulation over time'
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| });
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| }
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| }
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| if (/setInterval\(|setTimeout\(/.test(line)) {
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| const hasClearTimer = file.content.includes('clearInterval') ||
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| file.content.includes('clearTimeout');
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| if (!hasClearTimer) {
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| issues.push({
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| type: 'MEMORY_LEAK_TIMER',
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| file: file.filePath,
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| line: lineIndex + 1,
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| severity: 'HIGH',
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| message: 'Timer created without cleanup',
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| recommendation: 'Clear timer in cleanup function',
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| performanceImpact: 'Memory and CPU accumulation'
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| });
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| }
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| }
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| if (/function\s*\([^)]*\)\s*{[\s\S]*?const\s+\w+\s*=\s*\[/.test(line)) {
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| issues.push({
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| type: 'MEMORY_LEAK_CLOSURE',
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| file: file.filePath,
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| line: lineIndex + 1,
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| severity: 'MEDIUM',
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| message: 'Closure may capture large data structures',
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| recommendation: 'Review closure scope, release references when done',
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| performanceImpact: 'Prevents garbage collection'
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| });
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| }
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| const resourcePatterns = [
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| { pattern: /new\s+FileReader\(/, cleanup: 'abort()' },
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| { pattern: /fs\.createReadStream\(/, cleanup: '.close()' },
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| { pattern: /new\s+WebSocket\(/, cleanup: '.close()' },
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| { pattern: /database\.connect\(/, cleanup: '.disconnect()' }
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| ];
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| resourcePatterns.forEach(({ pattern, cleanup }) => {
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| if (pattern.test(line) && !file.content.includes(cleanup)) {
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| issues.push({
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| type: 'UNCLOSED_RESOURCE',
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| file: file.filePath,
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| line: lineIndex + 1,
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| severity: 'HIGH',
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| message: 'Resource opened without explicit cleanup',
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| recommendation: `Ensure ${cleanup} is called`,
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| performanceImpact: 'Resource exhaustion, file descriptor leaks'
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| });
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| }
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| });
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| });
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| });
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| return issues;
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| }
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| |
| |
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| detectBlockingOperations(files) {
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| const issues = [];
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| const blockingPatterns = [
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| { pattern: /while\s*\(\s*true\s*\)/g, name: 'Infinite loop', severity: 'CRITICAL' },
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| { pattern: /for\s*\(\s*;\s*;\s*\)/g, name: 'Infinite for loop', severity: 'CRITICAL' },
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| { pattern: /\.sort\(\s*\)/g, name: 'Array sort (O(n log n))', severity: 'MEDIUM' },
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| { pattern: /JSON\.parse\(/g, name: 'JSON.parse (synchronous)', severity: 'LOW' },
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| { pattern: /JSON\.stringify\(/g, name: 'JSON.stringify (synchronous)', severity: 'LOW' },
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| { pattern: /crypto\.pbkdf2Sync\(/g, name: 'Synchronous crypto operation', severity: 'HIGH' },
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| { pattern: /\.match\([^)]{50,}\)/g, name: 'Complex regex match', severity: 'MEDIUM' }
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| ];
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|
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| files.forEach(file => {
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| if (!file.content) return;
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| const lines = file.content.split('\n');
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|
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| lines.forEach((line, lineIndex) => {
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| blockingPatterns.forEach(({ pattern, name, severity }) => {
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| if (pattern.test(line)) {
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| issues.push({
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| type: 'BLOCKING_OPERATION',
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| file: file.filePath,
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| line: lineIndex + 1,
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| operation: name,
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| severity,
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| message: `Blocking operation: ${name}`,
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| recommendation: this.getBlockingRecommendation(name),
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| performanceImpact: 'Blocks event loop, reduces responsiveness'
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| });
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| }
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| pattern.lastIndex = 0;
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| });
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| });
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| });
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| return issues;
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| }
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|
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| |
| |
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| getBlockingRecommendation(operation) {
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| const recommendations = {
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| 'Infinite loop': 'Add exit condition or use worker thread',
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| 'Infinite for loop': 'Add proper loop termination',
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| 'Array sort (O(n log n))': 'Consider pre-sorting or using indexed structure',
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| 'JSON.parse (synchronous)': 'For large JSON, consider streaming parser',
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| 'JSON.stringify (synchronous)': 'For large objects, consider streaming serializer',
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| 'Synchronous crypto operation': 'Use async version',
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| 'Complex regex match': 'Simplify regex or use multiple simpler patterns'
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| };
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| return recommendations[operation] || 'Optimize or make async';
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| }
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| |
| |
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| detectInefficientRegex(files) {
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| const issues = [];
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|
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| files.forEach(file => {
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| if (!file.content) return;
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|
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| const lines = file.content.split('\n');
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|
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| lines.forEach((line, lineIndex) => {
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|
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| const regexMatches = line.match(/\/([^\/]+)\/[gimuy]*/g) || [];
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|
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| regexMatches.forEach(regexStr => {
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|
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| const catastrophicPatterns = [
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| { pattern: /\(\.\*\)\+|\(\.\+\)\+/, issue: 'Nested quantifiers' },
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| { pattern: /\([^)]*\*[^)]*\)\*/, issue: 'Nested star operators' },
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| { pattern: /\([^)]*\+[^)]*\)\+/, issue: 'Nested plus operators' },
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| { pattern: /\([^|]+\|[^|]+\)\+/, issue: 'Alternation with quantifier' }
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| ];
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| catastrophicPatterns.forEach(({ pattern, issue }) => {
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| if (pattern.test(regexStr)) {
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| issues.push({
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| type: 'CATASTROPHIC_BACKTRACKING',
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| file: file.filePath,
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| line: lineIndex + 1,
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| regex: regexStr,
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| issue,
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| severity: 'CRITICAL',
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| message: `Regex with potential catastrophic backtracking: ${issue}`,
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| recommendation: 'Simplify regex, use atomic groups, or non-backtracking patterns',
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| performanceImpact: 'Exponential time complexity, can hang application'
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| });
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| }
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| });
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|
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| if (regexStr.length > 100) {
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| issues.push({
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| type: 'COMPLEX_REGEX',
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| file: file.filePath,
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| line: lineIndex + 1,
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| regex: regexStr.substring(0, 50) + '...',
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| severity: 'MEDIUM',
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| message: 'Overly complex regex pattern',
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| recommendation: 'Break into smaller patterns or use parser',
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| performanceImpact: 'Slow pattern matching'
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| });
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| }
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| });
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| });
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| });
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|
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| return issues;
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| }
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|
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| |
| |
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| identifyHotspots(nestedLoops, syncIO, nPlusOne, memoryLeaks, blockingOps) {
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| const allIssues = [
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| ...nestedLoops,
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| ...syncIO,
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| ...nPlusOne,
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| ...memoryLeaks,
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| ...blockingOps
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| ];
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|
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|
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| const byFile = {};
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| allIssues.forEach(issue => {
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| if (!byFile[issue.file]) {
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| byFile[issue.file] = {
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| file: issue.file,
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| issues: [],
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| criticalCount: 0,
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| highCount: 0,
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| score: 0
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| };
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| }
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|
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| byFile[issue.file].issues.push(issue);
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|
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| if (issue.severity === 'CRITICAL') {
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| byFile[issue.file].criticalCount++;
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| byFile[issue.file].score += 10;
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| } else if (issue.severity === 'HIGH') {
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| byFile[issue.file].highCount++;
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| byFile[issue.file].score += 5;
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| } else {
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| byFile[issue.file].score += 1;
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| }
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| });
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| return Object.values(byFile)
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| .sort((a, b) => b.score - a.score)
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| .slice(0, 10)
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| .map(hotspot => ({
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| ...hotspot,
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| priority: hotspot.criticalCount > 0 ? 'CRITICAL' : hotspot.highCount > 2 ? 'HIGH' : 'MEDIUM',
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| recommendation: this.generateHotspotRecommendation(hotspot)
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| }));
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| }
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|
|
| |
| |
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| generateHotspotRecommendation(hotspot) {
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| const recommendations = [];
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|
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| if (hotspot.criticalCount > 0) {
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| recommendations.push(`Address ${hotspot.criticalCount} critical performance issues immediately`);
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| }
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|
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| const types = hotspot.issues.map(i => i.type);
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| if (types.includes('NESTED_LOOP')) {
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| recommendations.push('Optimize nested loops with better algorithms or caching');
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| }
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| if (types.includes('N_PLUS_ONE_QUERY')) {
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| recommendations.push('Implement batch loading or eager loading for database queries');
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| }
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| if (types.includes('SYNCHRONOUS_IO')) {
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| recommendations.push('Convert synchronous I/O to async operations');
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| }
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|
|
| return recommendations.length > 0 ? recommendations : ['Review and optimize performance patterns'];
|
| }
|
|
|
| |
| |
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| generateSummary(nestedLoops, syncIO, nPlusOne, memoryLeaks, blockingOps, inefficientRegex) {
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| return {
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| totalIssues: nestedLoops.length + syncIO.length + nPlusOne.length + memoryLeaks.length + blockingOps.length + inefficientRegex.length,
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| nestedLoops: nestedLoops.length,
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| synchronousIO: syncIO.length,
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| nPlusOneQueries: nPlusOne.length,
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| memoryLeaks: memoryLeaks.length,
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| blockingOperations: blockingOps.length,
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| inefficientRegex: inefficientRegex.length,
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| criticalIssues: [
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| ...nestedLoops.filter(i => i.severity === 'CRITICAL'),
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| ...syncIO.filter(i => i.severity === 'CRITICAL'),
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| ...nPlusOne,
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| ...inefficientRegex.filter(i => i.severity === 'CRITICAL')
|
| ].length
|
| };
|
| }
|
| }
|
|
|
| module.exports = PerformanceAnalyzer;
|
|
|