git-subtree-dir: vendor/ruvector git-subtree-split: b64c21726f2bb37286d9ee36a7869fef60cc6900
686 lines
20 KiB
TypeScript
686 lines
20 KiB
TypeScript
/**
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* CI/CD Pipeline Testing Examples
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*
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* This module demonstrates how to use agentic-synth for comprehensive
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* pipeline testing including:
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* - Dynamic test case generation
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* - Edge case scenario creation
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* - Performance test data at scale
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* - Security testing datasets
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* - Multi-stage pipeline data flows
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*
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* @module pipeline-testing
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*/
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import { AgenticSynth, createSynth, GenerationResult, SynthError } from '../../src/index.js';
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import * as fs from 'fs/promises';
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import * as path from 'path';
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/**
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* Pipeline testing configuration
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*/
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export interface PipelineTestConfig {
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provider?: 'gemini' | 'openrouter';
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apiKey?: string;
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outputDir?: string;
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seed?: string | number;
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parallel?: boolean;
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concurrency?: number;
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}
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/**
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* Test case metadata
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*/
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export interface TestCase {
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id: string;
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name: string;
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description: string;
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category: string;
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priority: 'critical' | 'high' | 'medium' | 'low';
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data: any;
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expectedResult?: any;
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assertions?: string[];
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}
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/**
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* Pipeline testing orchestrator
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*/
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export class PipelineTester {
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private synth: AgenticSynth;
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private config: PipelineTestConfig;
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constructor(config: PipelineTestConfig = {}) {
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this.config = {
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provider: config.provider || 'gemini',
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apiKey: config.apiKey || process.env.GEMINI_API_KEY,
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outputDir: config.outputDir || './pipeline-tests',
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seed: config.seed || Date.now(),
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parallel: config.parallel !== false,
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concurrency: config.concurrency || 5
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};
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this.synth = createSynth({
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provider: this.config.provider,
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apiKey: this.config.apiKey,
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cacheStrategy: 'memory',
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maxRetries: 3
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});
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}
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/**
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* Generate dynamic test cases based on specifications
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*
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* Creates comprehensive test cases from high-level requirements,
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* including positive, negative, and edge cases.
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*/
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async generateDynamicTestCases(options: {
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feature: string;
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scenarios?: string[];
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count?: number;
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includeBoundary?: boolean;
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includeNegative?: boolean;
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}): Promise<GenerationResult<TestCase>> {
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const {
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feature,
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scenarios = ['happy_path', 'error_handling', 'edge_cases'],
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count = 20,
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includeBoundary = true,
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includeNegative = true
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} = options;
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console.log(`Generating test cases for feature: ${feature}...`);
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try {
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const testCaseSchema = {
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id: { type: 'uuid', required: true },
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name: { type: 'string', required: true },
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description: { type: 'text', required: true },
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category: {
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type: 'enum',
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values: ['unit', 'integration', 'e2e', 'performance', 'security'],
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required: true
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},
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scenario: {
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type: 'enum',
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values: scenarios,
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required: true
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},
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priority: {
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type: 'enum',
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values: ['critical', 'high', 'medium', 'low'],
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required: true
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},
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testType: {
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type: 'enum',
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values: ['positive', 'negative', 'boundary', 'edge'],
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required: true
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},
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input: { type: 'object', required: true },
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expectedOutput: { type: 'object', required: true },
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preconditions: { type: 'array', items: { type: 'string' } },
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steps: { type: 'array', items: { type: 'string' } },
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assertions: { type: 'array', items: { type: 'string' } },
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tags: { type: 'array', items: { type: 'string' } },
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timeout: { type: 'integer', min: 1000, max: 60000, required: true },
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retryable: { type: 'boolean', required: true },
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flaky: { type: 'boolean', required: true },
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metadata: {
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type: 'object',
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properties: {
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author: { type: 'string' },
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createdAt: { type: 'timestamp' },
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jiraTicket: { type: 'string' },
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relatedTests: { type: 'array', items: { type: 'string' } }
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}
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}
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};
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const result = await this.synth.generateStructured({
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count,
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schema: testCaseSchema,
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seed: this.config.seed,
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constraints: {
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feature,
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includeBoundary,
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includeNegative
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}
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});
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await this.saveResult('test-cases', result);
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console.log('✅ Test cases generated successfully');
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console.log(` Total cases: ${result.metadata.count}`);
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console.log(` Duration: ${result.metadata.duration}ms`);
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return result as GenerationResult<TestCase>;
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} catch (error) {
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console.error('❌ Failed to generate test cases:', error);
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throw new SynthError('Test case generation failed', 'TEST_CASE_ERROR', error);
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}
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}
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/**
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* Generate edge case scenarios
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*
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* Creates extreme and boundary condition test data to catch
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* potential bugs and edge cases.
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*/
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async generateEdgeCases(options: {
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dataType: string;
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count?: number;
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extremes?: boolean;
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}): Promise<GenerationResult> {
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const {
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dataType,
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count = 30,
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extremes = true
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} = options;
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console.log(`Generating edge cases for ${dataType}...`);
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try {
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// Define schemas for different edge case types
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const edgeCaseSchemas: Record<string, any> = {
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string: {
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type: 'string',
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variants: [
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'empty',
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'very_long',
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'special_characters',
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'unicode',
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'sql_injection',
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'xss_payload',
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'null_bytes',
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'whitespace_only'
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]
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},
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number: {
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type: 'number',
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variants: [
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'zero',
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'negative',
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'very_large',
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'very_small',
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'float_precision',
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'infinity',
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'nan',
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'negative_zero'
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]
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},
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array: {
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type: 'array',
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variants: [
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'empty',
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'single_element',
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'very_large',
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'nested_deeply',
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'mixed_types',
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'circular_reference'
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]
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},
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object: {
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type: 'object',
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variants: [
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'empty',
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'null_values',
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'undefined_values',
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'nested_deeply',
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'large_keys',
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'special_key_names'
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]
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}
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};
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const schema = {
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id: { type: 'uuid', required: true },
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edgeCase: { type: 'string', required: true },
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variant: { type: 'string', required: true },
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value: { type: 'any', required: true },
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description: { type: 'text', required: true },
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expectedBehavior: { type: 'string', required: true },
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category: {
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type: 'enum',
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values: ['boundary', 'extreme', 'invalid', 'malformed', 'security'],
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required: true
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},
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severity: {
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type: 'enum',
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values: ['critical', 'high', 'medium', 'low'],
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required: true
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},
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testData: { type: 'object', required: true }
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};
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const result = await this.synth.generateStructured({
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count,
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schema,
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seed: this.config.seed,
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constraints: {
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dataType,
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extremes,
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variants: edgeCaseSchemas[dataType]?.variants || []
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}
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});
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await this.saveResult('edge-cases', result);
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console.log('✅ Edge cases generated successfully');
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console.log(` Total cases: ${result.metadata.count}`);
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return result;
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} catch (error) {
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console.error('❌ Failed to generate edge cases:', error);
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throw new SynthError('Edge case generation failed', 'EDGE_CASE_ERROR', error);
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}
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}
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/**
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* Generate performance test data at scale
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*
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* Creates large-scale datasets for performance and stress testing
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* with realistic data distributions.
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*/
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async generatePerformanceTestData(options: {
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scenario: string;
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dataPoints?: number;
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concurrent?: boolean;
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timeRange?: { start: Date; end: Date };
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}): Promise<GenerationResult> {
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const {
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scenario,
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dataPoints = 100000,
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concurrent = true,
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timeRange = {
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start: new Date(Date.now() - 30 * 24 * 60 * 60 * 1000),
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end: new Date()
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}
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} = options;
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console.log(`Generating performance test data for ${scenario}...`);
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try {
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// Generate time-series data for realistic performance testing
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const result = await this.synth.generateTimeSeries({
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count: dataPoints,
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startDate: timeRange.start,
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endDate: timeRange.end,
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interval: '1m',
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metrics: ['requests', 'latency', 'errors', 'cpu', 'memory'],
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trend: 'random',
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seasonality: true,
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noise: 0.2
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});
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await this.saveResult(`performance-${scenario}`, result);
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console.log('✅ Performance test data generated successfully');
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console.log(` Data points: ${result.metadata.count}`);
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console.log(` Duration: ${result.metadata.duration}ms`);
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return result;
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} catch (error) {
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console.error('❌ Failed to generate performance test data:', error);
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throw new SynthError('Performance data generation failed', 'PERF_DATA_ERROR', error);
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}
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}
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/**
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* Generate security testing datasets
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*
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* Creates security-focused test data including:
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* - SQL injection payloads
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* - XSS attack vectors
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* - Authentication bypass attempts
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* - CSRF tokens and scenarios
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* - Rate limiting tests
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*/
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async generateSecurityTestData(options: {
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attackVectors?: string[];
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count?: number;
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} = {}): Promise<GenerationResult> {
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const {
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attackVectors = ['sql_injection', 'xss', 'csrf', 'auth_bypass', 'path_traversal'],
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count = 50
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} = options;
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console.log('Generating security test data...');
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try {
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const securityTestSchema = {
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id: { type: 'uuid', required: true },
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attackType: {
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type: 'enum',
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values: attackVectors,
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required: true
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},
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severity: {
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type: 'enum',
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values: ['critical', 'high', 'medium', 'low'],
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required: true
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},
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payload: { type: 'string', required: true },
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description: { type: 'text', required: true },
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targetEndpoint: { type: 'string', required: true },
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method: { type: 'enum', values: ['GET', 'POST', 'PUT', 'DELETE'], required: true },
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headers: {
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type: 'object',
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properties: {
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'Content-Type': { type: 'string' },
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'Authorization': { type: 'string' },
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'X-CSRF-Token': { type: 'string' }
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}
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},
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expectedResponse: {
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type: 'object',
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properties: {
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statusCode: { type: 'integer' },
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blocked: { type: 'boolean' },
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sanitized: { type: 'boolean' }
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}
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},
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mitigation: { type: 'string', required: true },
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cvssScore: { type: 'decimal', min: 0, max: 10, required: false },
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references: { type: 'array', items: { type: 'url' } }
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};
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const result = await this.synth.generateStructured({
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count,
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schema: securityTestSchema,
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seed: this.config.seed
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});
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await this.saveResult('security-tests', result);
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console.log('✅ Security test data generated successfully');
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console.log(` Test cases: ${result.metadata.count}`);
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console.log(` Attack vectors: ${attackVectors.join(', ')}`);
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return result;
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} catch (error) {
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console.error('❌ Failed to generate security test data:', error);
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throw new SynthError('Security test generation failed', 'SECURITY_TEST_ERROR', error);
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}
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}
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/**
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* Generate multi-stage pipeline test data
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*
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* Creates interconnected test data that flows through
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* multiple pipeline stages (build, test, deploy).
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*/
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async generatePipelineData(options: {
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stages?: string[];
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jobsPerStage?: number;
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} = {}): Promise<Record<string, GenerationResult>> {
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const {
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stages = ['build', 'test', 'deploy'],
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jobsPerStage = 10
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} = options;
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console.log('Generating multi-stage pipeline data...');
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try {
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const results: Record<string, GenerationResult> = {};
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for (const stage of stages) {
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const stageSchema = {
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id: { type: 'uuid', required: true },
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stage: { type: 'string', required: true, default: stage },
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jobName: { type: 'string', required: true },
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status: {
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type: 'enum',
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values: ['pending', 'running', 'success', 'failed', 'cancelled', 'skipped'],
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required: true
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},
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startedAt: { type: 'timestamp', required: true },
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completedAt: { type: 'timestamp', required: false },
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duration: { type: 'integer', min: 0, required: false },
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exitCode: { type: 'integer', required: false },
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logs: { type: 'text', required: false },
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artifacts: {
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type: 'array',
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items: {
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type: 'object',
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properties: {
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name: { type: 'string' },
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path: { type: 'string' },
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size: { type: 'integer' }
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}
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}
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},
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dependencies: { type: 'array', items: { type: 'string' } },
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environment: {
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type: 'object',
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properties: {
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name: { type: 'string' },
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variables: { type: 'object' }
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}
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},
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metrics: {
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type: 'object',
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properties: {
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cpuUsage: { type: 'decimal' },
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memoryUsage: { type: 'decimal' },
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diskIO: { type: 'integer' }
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}
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}
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};
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const result = await this.synth.generateStructured({
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count: jobsPerStage,
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schema: stageSchema,
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seed: `${this.config.seed}-${stage}`
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});
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results[stage] = result;
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await this.saveResult(`pipeline-${stage}`, result);
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}
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console.log('✅ Pipeline data generated successfully');
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console.log(` Stages: ${stages.join(' → ')}`);
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console.log(` Jobs per stage: ${jobsPerStage}`);
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return results;
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} catch (error) {
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console.error('❌ Failed to generate pipeline data:', error);
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throw new SynthError('Pipeline data generation failed', 'PIPELINE_ERROR', error);
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}
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}
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/**
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* Generate regression test data
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*
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* Creates test data specifically for regression testing,
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* including historical bug scenarios and known issues.
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*/
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async generateRegressionTests(options: {
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bugCount?: number;
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includeFixed?: boolean;
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} = {}): Promise<GenerationResult> {
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const {
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bugCount = 25,
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includeFixed = true
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} = options;
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console.log('Generating regression test data...');
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try {
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const regressionSchema = {
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id: { type: 'uuid', required: true },
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bugId: { type: 'string', required: true },
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title: { type: 'string', required: true },
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description: { type: 'text', required: true },
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severity: {
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type: 'enum',
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values: ['critical', 'high', 'medium', 'low'],
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required: true
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},
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status: {
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type: 'enum',
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values: ['open', 'fixed', 'verified', 'wont_fix'],
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required: true
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},
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reproducibleSteps: { type: 'array', items: { type: 'string' } },
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testData: { type: 'object', required: true },
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expectedBehavior: { type: 'text', required: true },
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actualBehavior: { type: 'text', required: true },
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fixedInVersion: { type: 'string', required: false },
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relatedBugs: { type: 'array', items: { type: 'string' } },
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affectedVersions: { type: 'array', items: { type: 'string' } },
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testCoverage: {
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type: 'object',
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properties: {
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unitTest: { type: 'boolean' },
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integrationTest: { type: 'boolean' },
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e2eTest: { type: 'boolean' }
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}
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}
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};
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const result = await this.synth.generateStructured({
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count: bugCount,
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schema: regressionSchema,
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seed: this.config.seed,
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constraints: { includeFixed }
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});
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await this.saveResult('regression-tests', result);
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console.log('✅ Regression test data generated successfully');
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console.log(` Bug scenarios: ${result.metadata.count}`);
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return result;
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} catch (error) {
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console.error('❌ Failed to generate regression test data:', error);
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throw new SynthError('Regression test generation failed', 'REGRESSION_ERROR', error);
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}
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}
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/**
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* Generate comprehensive test suite
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|
*
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* Combines all test data generation methods into a complete
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* test suite for CI/CD pipelines.
|
|
*/
|
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async generateComprehensiveTestSuite(options: {
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feature: string;
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testCases?: number;
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edgeCases?: number;
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performanceTests?: number;
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securityTests?: number;
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} = { feature: 'default' }): Promise<void> {
|
|
console.log('🚀 Generating comprehensive test suite...\n');
|
|
|
|
const startTime = Date.now();
|
|
|
|
try {
|
|
// Run all generators in parallel for maximum speed
|
|
await Promise.all([
|
|
this.generateDynamicTestCases({
|
|
feature: options.feature,
|
|
count: options.testCases || 30
|
|
}),
|
|
this.generateEdgeCases({
|
|
dataType: 'string',
|
|
count: options.edgeCases || 20
|
|
}),
|
|
this.generatePerformanceTestData({
|
|
scenario: options.feature,
|
|
dataPoints: options.performanceTests || 10000
|
|
}),
|
|
this.generateSecurityTestData({
|
|
count: options.securityTests || 30
|
|
}),
|
|
this.generatePipelineData(),
|
|
this.generateRegressionTests()
|
|
]);
|
|
|
|
const duration = Date.now() - startTime;
|
|
|
|
console.log(`\n✅ Comprehensive test suite generated in ${duration}ms`);
|
|
console.log(`📁 Output directory: ${path.resolve(this.config.outputDir!)}`);
|
|
} catch (error) {
|
|
console.error('\n❌ Failed to generate test suite:', error);
|
|
throw error;
|
|
}
|
|
}
|
|
|
|
/**
|
|
* Save result to file
|
|
*/
|
|
private async saveResult(name: string, result: GenerationResult): Promise<void> {
|
|
try {
|
|
await fs.mkdir(this.config.outputDir!, { recursive: true });
|
|
|
|
const filepath = path.join(this.config.outputDir!, `${name}.json`);
|
|
await fs.writeFile(filepath, JSON.stringify(result.data, null, 2), 'utf-8');
|
|
|
|
const metadataPath = path.join(this.config.outputDir!, `${name}.metadata.json`);
|
|
await fs.writeFile(metadataPath, JSON.stringify(result.metadata, null, 2), 'utf-8');
|
|
} catch (error) {
|
|
console.error(`Failed to save ${name}:`, error);
|
|
throw error;
|
|
}
|
|
}
|
|
}
|
|
|
|
/**
|
|
* Example: GitHub Actions Integration
|
|
*/
|
|
async function githubActionsPipelineTest() {
|
|
const tester = new PipelineTester({
|
|
outputDir: process.env.GITHUB_WORKSPACE + '/test-data',
|
|
seed: process.env.GITHUB_SHA
|
|
});
|
|
|
|
await tester.generateComprehensiveTestSuite({
|
|
feature: process.env.FEATURE_NAME || 'default',
|
|
testCases: 50,
|
|
edgeCases: 30,
|
|
performanceTests: 20000,
|
|
securityTests: 40
|
|
});
|
|
}
|
|
|
|
/**
|
|
* Example: GitLab CI Integration
|
|
*/
|
|
async function gitlabCIPipelineTest() {
|
|
const tester = new PipelineTester({
|
|
outputDir: process.env.CI_PROJECT_DIR + '/test-data',
|
|
seed: process.env.CI_COMMIT_SHORT_SHA
|
|
});
|
|
|
|
await tester.generatePipelineData({
|
|
stages: ['build', 'test', 'security', 'deploy'],
|
|
jobsPerStage: 15
|
|
});
|
|
}
|
|
|
|
/**
|
|
* Example: Jenkins Pipeline Integration
|
|
*/
|
|
async function jenkinsPipelineTest() {
|
|
const tester = new PipelineTester({
|
|
outputDir: process.env.WORKSPACE + '/test-data',
|
|
seed: process.env.BUILD_NUMBER
|
|
});
|
|
|
|
await tester.generateComprehensiveTestSuite({
|
|
feature: process.env.JOB_NAME || 'default'
|
|
});
|
|
}
|
|
|
|
// Export for use in CI/CD scripts
|
|
export {
|
|
githubActionsPipelineTest,
|
|
gitlabCIPipelineTest,
|
|
jenkinsPipelineTest
|
|
};
|
|
|
|
// Run if called directly
|
|
if (import.meta.url === `file://${process.argv[1]}`) {
|
|
const tester = new PipelineTester();
|
|
tester.generateComprehensiveTestSuite({ feature: 'example' }).catch(console.error);
|
|
}
|