Spaces:
Sleeping
Sleeping
File size: 6,629 Bytes
da2e594 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 | #!/usr/bin/env npx tsx
/**
* Test script for enhanced node type suggestions
* Tests the NodeSimilarityService to ensure it provides helpful suggestions
* for unknown or incorrectly typed nodes in workflows.
*/
import { createDatabaseAdapter } from '../database/database-adapter';
import { NodeRepository } from '../database/node-repository';
import { NodeSimilarityService } from '../services/node-similarity-service';
import { WorkflowValidator } from '../services/workflow-validator';
import { EnhancedConfigValidator } from '../services/enhanced-config-validator';
import { WorkflowAutoFixer } from '../services/workflow-auto-fixer';
import { Logger } from '../utils/logger';
import path from 'path';
const logger = new Logger({ prefix: '[NodeSuggestions Test]' });
const console = {
log: (msg: string) => logger.info(msg),
error: (msg: string, err?: any) => logger.error(msg, err)
};
async function testNodeSimilarity() {
console.log('🔍 Testing Enhanced Node Type Suggestions\n');
// Initialize database and services
const dbPath = path.join(process.cwd(), 'data/nodes.db');
const db = await createDatabaseAdapter(dbPath);
const repository = new NodeRepository(db);
const similarityService = new NodeSimilarityService(repository);
const validator = new WorkflowValidator(repository, EnhancedConfigValidator);
// Test cases with various invalid node types
const testCases = [
// Case variations
{ invalid: 'HttpRequest', expected: 'nodes-base.httpRequest' },
{ invalid: 'HTTPRequest', expected: 'nodes-base.httpRequest' },
{ invalid: 'Webhook', expected: 'nodes-base.webhook' },
{ invalid: 'WebHook', expected: 'nodes-base.webhook' },
// Missing package prefix
{ invalid: 'slack', expected: 'nodes-base.slack' },
{ invalid: 'googleSheets', expected: 'nodes-base.googleSheets' },
{ invalid: 'telegram', expected: 'nodes-base.telegram' },
// Common typos
{ invalid: 'htpRequest', expected: 'nodes-base.httpRequest' },
{ invalid: 'webook', expected: 'nodes-base.webhook' },
{ invalid: 'slak', expected: 'nodes-base.slack' },
// Partial names
{ invalid: 'http', expected: 'nodes-base.httpRequest' },
{ invalid: 'sheet', expected: 'nodes-base.googleSheets' },
// Wrong package prefix
{ invalid: 'nodes-base.openai', expected: 'nodes-langchain.openAi' },
{ invalid: 'n8n-nodes-base.httpRequest', expected: 'nodes-base.httpRequest' },
// Complete unknowns
{ invalid: 'foobar', expected: null },
{ invalid: 'xyz123', expected: null },
];
console.log('Testing individual node type suggestions:');
console.log('=' .repeat(60));
for (const testCase of testCases) {
const suggestions = await similarityService.findSimilarNodes(testCase.invalid, 3);
console.log(`\n❌ Invalid type: "${testCase.invalid}"`);
if (suggestions.length > 0) {
console.log('✨ Suggestions:');
for (const suggestion of suggestions) {
const confidence = Math.round(suggestion.confidence * 100);
const marker = suggestion.nodeType === testCase.expected ? '✅' : ' ';
console.log(
`${marker} ${suggestion.nodeType} (${confidence}% match) - ${suggestion.reason}`
);
if (suggestion.confidence >= 0.9) {
console.log(' 💡 Can be auto-fixed!');
}
}
// Check if expected match was found
if (testCase.expected) {
const found = suggestions.some(s => s.nodeType === testCase.expected);
if (!found) {
console.log(` ⚠️ Expected "${testCase.expected}" was not suggested!`);
}
}
} else {
console.log(' No suggestions found');
if (testCase.expected) {
console.log(` ⚠️ Expected "${testCase.expected}" was not suggested!`);
}
}
}
console.log('\n' + '='.repeat(60));
console.log('\n📋 Testing workflow validation with unknown nodes:');
console.log('='.repeat(60));
// Test with a sample workflow
const testWorkflow = {
id: 'test-workflow',
name: 'Test Workflow',
nodes: [
{
id: '1',
name: 'Start',
type: 'nodes-base.manualTrigger',
position: [100, 100] as [number, number],
parameters: {},
typeVersion: 1
},
{
id: '2',
name: 'HTTP Request',
type: 'HTTPRequest', // Wrong capitalization
position: [300, 100] as [number, number],
parameters: {},
typeVersion: 1
},
{
id: '3',
name: 'Slack',
type: 'slack', // Missing prefix
position: [500, 100] as [number, number],
parameters: {},
typeVersion: 1
},
{
id: '4',
name: 'Unknown',
type: 'foobar', // Completely unknown
position: [700, 100] as [number, number],
parameters: {},
typeVersion: 1
}
],
connections: {
'Start': {
main: [[{ node: 'HTTP Request', type: 'main', index: 0 }]]
},
'HTTP Request': {
main: [[{ node: 'Slack', type: 'main', index: 0 }]]
},
'Slack': {
main: [[{ node: 'Unknown', type: 'main', index: 0 }]]
}
},
settings: {}
};
const validationResult = await validator.validateWorkflow(testWorkflow as any, {
validateNodes: true,
validateConnections: false,
validateExpressions: false,
profile: 'runtime'
});
console.log('\nValidation Results:');
for (const error of validationResult.errors) {
if (error.message?.includes('Unknown node type:')) {
console.log(`\n🔴 ${error.nodeName}: ${error.message}`);
}
}
console.log('\n' + '='.repeat(60));
console.log('\n🔧 Testing AutoFixer with node type corrections:');
console.log('='.repeat(60));
const autoFixer = new WorkflowAutoFixer(repository);
const fixResult = await autoFixer.generateFixes(
testWorkflow as any,
validationResult,
[],
{
applyFixes: false,
fixTypes: ['node-type-correction'],
confidenceThreshold: 'high'
}
);
if (fixResult.fixes.length > 0) {
console.log('\n✅ Auto-fixable issues found:');
for (const fix of fixResult.fixes) {
console.log(` • ${fix.description}`);
}
console.log(`\nSummary: ${fixResult.summary}`);
} else {
console.log('\n❌ No auto-fixable node type issues found (only high-confidence fixes are applied)');
}
console.log('\n' + '='.repeat(60));
console.log('\n✨ Test complete!');
}
// Run the test
testNodeSimilarity().catch(error => {
console.error('Test failed:', error);
process.exit(1);
}); |