n8n-expression-testing

仓库: proffesor-for-testing/agentic-qe
安装量: 60
排名: #12439

安装

npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill n8n-expression-testing

n8n Expression Testing

When testing n8n expressions:

VALIDATE syntax before execution TEST with multiple context scenarios CHECK for null/undefined handling VERIFY type safety SCAN for security vulnerabilities

Quick Expression Checklist:

Valid JavaScript syntax Context variables properly referenced ($json, $node) Null-safe access patterns (?., ??) No dangerous functions (eval, Function) Efficient for large data sets

Common Pitfalls:

Accessing nested properties without null checks Type coercion issues Missing fallback values Inefficient array operations Quick Reference Card n8n Expression Syntax Pattern Example Description Basic access {{ $json.field }} Access JSON field Nested access {{ $json.user.email }} Access nested property Array access {{ $json.items[0] }} Access array element Node reference {{ $node["Name"].json.id }} Access other node's data Method call {{ $json.name.toLowerCase() }} Call string method Conditional {{ $json.x ? "yes" : "no" }} Ternary expression Context Variables Variable Description Example $json Current item data {{ $json.email }} $node["Name"] Other node's data {{ $node["HTTP"].json.body }} $items() Multiple items {{ $items("Node", 0, 0).json }} $now Current timestamp {{ $now.toISO() }} $today Today's date {{ $today }} $runIndex Run iteration {{ $runIndex }} $workflow Workflow info {{ $workflow.name }} Expression Syntax Patterns Safe Data Access // BAD: Can fail if nested objects are null {{ $json.user.profile.email }}

// GOOD: Optional chaining with fallback {{ $json.user?.profile?.email ?? '' }}

// BAD: Array access without bounds check {{ $json.items[0].name }}

// GOOD: Safe array access {{ $json.items?.[0]?.name ?? 'No items' }}

Type Conversions // String to Number {{ parseInt($json.quantity, 10) }} {{ parseFloat($json.price) }} {{ Number($json.value) }}

// Number to String {{ String($json.id) }} {{ $json.amount.toString() }} {{ $json.count.toFixed(2) }}

// Date handling {{ new Date($json.timestamp).toISOString() }} {{ DateTime.fromISO($json.date).toFormat('yyyy-MM-dd') }}

// Boolean conversion {{ Boolean($json.active) }} {{ $json.enabled === 'true' }}

String Operations // Case conversion {{ $json.name.toLowerCase() }} {{ $json.name.toUpperCase() }} {{ $json.name.charAt(0).toUpperCase() + $json.name.slice(1) }}

// String manipulation {{ $json.text.trim() }} {{ $json.text.replace(/\s+/g, ' ') }} {{ $json.text.substring(0, 100) }}

// Template strings {{ Hello, ${$json.firstName} ${$json.lastName}! }} {{ Order #${$json.orderId} - ${$json.status} }}

Array Operations // Mapping {{ $json.items.map(item => item.name) }} {{ $json.items.map(item => ({ id: item.id, total: item.price * item.qty })) }}

// Filtering {{ $json.items.filter(item => item.active) }} {{ $json.items.filter(item => item.price > 100) }}

// Reducing {{ $json.items.reduce((sum, item) => sum + item.price, 0) }} {{ $json.items.reduce((acc, item) => ({ ...acc, [item.id]: item }), {}) }}

// Finding {{ $json.items.find(item => item.id === $json.targetId) }} {{ $json.items.findIndex(item => item.name === 'target') }}

// Joining {{ $json.tags.join(', ') }} {{ $json.items.map(i => i.name).join(' | ') }}

Validation Patterns // Validate expression syntax function validateExpressionSyntax(expression: string): ValidationResult { // Remove n8n template markers const code = expression.replace(/{{|}}/g, '').trim();

try { // Check if valid JavaScript new Function(return (${code})); return { valid: true }; } catch (error) { return { valid: false, error: error.message, suggestion: suggestFix(error.message, code) }; } }

// Validate context variables function validateContextVariables(expression: string): string[] { const contextVars = ['$json', '$node', '$items', '$now', '$today', '$runIndex', '$workflow']; const usedVars = []; const invalidVars = [];

// Find all $ prefixed variables const varPattern = /\$\w+/g; let match;

while ((match = varPattern.exec(expression)) !== null) { const varName = match[0]; if (contextVars.some(cv => varName.startsWith(cv))) { usedVars.push(varName); } else { invalidVars.push(varName); } }

return { usedVars, invalidVars }; }

// Test expression with sample data function testExpression(expression: string, context: any): TestResult { const code = expression.replace(/{{|}}/g, '').trim();

try { // Create function with context const fn = new Function('$json', '$node', '$items', '$now', '$today', return (${code}));

const result = fn(
  context.$json || {},
  context.$node || {},
  context.$items || (() => ({})),
  context.$now || new Date(),
  context.$today || new Date()
);

return { success: true, result };

} catch (error) { return { success: false, error: error.message }; } }

Common Errors and Fixes Undefined Property Access // ERROR: Cannot read property 'email' of undefined {{ $json.user.email }}

// FIX 1: Optional chaining {{ $json.user?.email }}

// FIX 2: With fallback {{ $json.user?.email ?? 'no-email@example.com' }}

// FIX 3: Conditional {{ $json.user ? $json.user.email : '' }}

Type Errors // ERROR: toLowerCase is not a function (when null) {{ $json.name.toLowerCase() }}

// FIX: Null check first {{ $json.name?.toLowerCase() ?? '' }}

// ERROR: toFixed is not a function (string instead of number) {{ $json.price.toFixed(2) }}

// FIX: Parse as number first {{ parseFloat($json.price).toFixed(2) }}

// ERROR: map is not a function (not an array) {{ $json.items.map(i => i.name) }}

// FIX: Ensure array {{ (Array.isArray($json.items) ? $json.items : []).map(i => i.name) }}

Node Reference Errors // ERROR: Node "Previous Node" not found {{ $node["Previous Node"].json.data }}

// FIX: Use exact node name (case-sensitive) {{ $node["Previous Node1"].json.data }}

// FIX: Add fallback for safety {{ $node["Previous Node"]?.json?.data ?? {} }}

Security Patterns Dangerous Functions to Avoid // DANGEROUS: Never use eval {{ eval($json.code) }}

// DANGEROUS: Dynamic function creation {{ new Function($json.code)() }}

// DANGEROUS: setTimeout with string {{ setTimeout($json.code, 1000) }}

// SAFE: Use explicit operations instead {{ $json.value * 2 }} {{ JSON.parse($json.jsonString) }}

Input Validation // Validate email format {{ /^[^\s@]+@[^\s@]+.[^\s@]+$/.test($json.email) ? $json.email : '' }}

// Sanitize for HTML (basic) {{ $json.text.replace(/[<>&"']/g, c => ({ '<': '<', '>': '>', '&': '&', '"': '"', "'": ''' }[c])) }}

// Limit string length {{ $json.input.substring(0, 1000) }}

// Validate number range {{ Math.min(Math.max(parseInt($json.value), 0), 100) }}

Performance Optimization Efficient Array Operations // SLOW: Multiple iterations {{ $json.items.filter(i => i.active).map(i => i.name).join(', ') }}

// FASTER: Single reduce {{ $json.items.reduce((acc, i) => i.active ? (acc ? ${acc}, ${i.name} : i.name) : acc, '') }}

// SLOW: Nested loops {{ $json.items.map(i => $json.categories.find(c => c.id === i.categoryId)) }}

// FASTER: Create lookup map first (in Code node) const categoryMap = Object.fromEntries($json.categories.map(c => [c.id, c])); return $json.items.map(i => categoryMap[i.categoryId]);

Avoid in Expressions // AVOID: Complex logic in expressions {{ $json.items.reduce((acc, item) => { const category = $json.categories.find(c => c.id === item.catId); if (category && category.active) { acc.push({ ...item, categoryName: category.name }); } return acc; }, []) }}

// BETTER: Move to Code node for complex transformations

Testing Patterns // Expression test suite const expressionTests = [ { name: 'Basic property access', expression: '{{ $json.name }}', context: { $json: { name: 'John' } }, expected: 'John' }, { name: 'Nested with optional chaining', expression: '{{ $json.user?.email ?? "default" }}', context: { $json: { user: null } }, expected: 'default' }, { name: 'Array mapping', expression: '{{ $json.items.map(i => i.id).join(",") }}', context: { $json: { items: [{ id: 1 }, { id: 2 }] } }, expected: '1,2' }, { name: 'Conditional expression', expression: '{{ $json.score >= 70 ? "Pass" : "Fail" }}', context: { $json: { score: 85 } }, expected: 'Pass' }, { name: 'Node reference', expression: '{{ $node["Previous"].json.result }}', context: { $node: { Previous: { json: { result: 'success' } } } }, expected: 'success' } ];

// Run tests for (const test of expressionTests) { const result = testExpression(test.expression, test.context); console.log(${test.name}: ${result.result === test.expected ? 'PASS' : 'FAIL'}); }

Agent Coordination Memory Namespace aqe/n8n/expressions/ ├── validations/ - Expression validation results ├── patterns/ - Discovered expression patterns ├── errors/ - Common error catalog └── optimizations/ - Performance suggestions

Fleet Coordination // Coordinate expression validation with workflow testing await Task("Validate expressions", { workflowId: "wf-123", validateAll: true, testWithSampleData: true }, "n8n-expression-validator");

Related Skills n8n-workflow-testing-fundamentals - Workflow testing n8n-security-testing - Security validation Remember

n8n expressions are JavaScript-like with special context variables ($json, $node, etc.). Testing requires:

Syntax validation Context variable verification Null safety checks Type compatibility Security scanning

Key patterns: Use optional chaining (?.) and nullish coalescing (??) for safety. Move complex logic to Code nodes. Always test with edge cases (null, undefined, empty arrays).

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