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wifi-densepose/npm/packages/agentic-synth/examples/cicd/pipeline-testing.ts
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TypeScript

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