N8n code javascript

JavaScript Code Node

Expert guidance for writing JavaScript code in n8n Code nodes.

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Quick Start

// Basic template for Code nodes
const items = $input.all();

// Process data
const processed = items.map(item => ({
  json: {
    ...item.json,
    processed: true,
    timestamp: new Date().toISOString()
  }
}));

return processed;

Essential Rules

1. Choose "Run Once for All Items" mode (recommended for most use cases)
2. Access data: $input.all(), $input.first(), or $input.item
3. CRITICAL: Must return [{json: {...}}] format
4. CRITICAL: Webhook data is under $json.body (not $json directly)
5. Built-ins available: $helpers.httpRequest(), DateTime (Luxon), $jmespath()

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When NOT to use a Code node (native-first)

Reach for a native node before writing JavaScript — Code nodes are harder to read, review, and they run V8 in-process (OOM risk on large data, see below). In a real production audit, Code nodes outnumbered native conditional nodes ~2.5:1 — much of it avoidable:

If you are doing…	Use this native node, NOT Code
Branching on a condition	IF (2 branches) / Switch (n branches)
Dropping items by a rule	Filter
Setting / renaming / mapping fields	Set (Edit Fields)
Merging / combining streams	Merge
Aggregating into one item	Aggregate / Summarize
Looping over large batches	Loop Over Items (SplitInBatches)

Memory / OOM (real production incident): a Code node that loads or iterates a large dataset — especially a full DB result set (>~10k rows), binary, or file contents — can spike the V8 heap (~3 GB cap) and crash the n8n pod (OOM). For large data: page/limit at the source, process in SplitInBatches, or push the work into the database/native node instead of materializing it all in JS.

Use a Code node when the logic genuinely has no native equivalent (custom parsing, multi-field computation, shaping a bespoke payload).

Mode Selection Guide

Run Once for All Items (Recommended - Default)

Use for: aggregation, batch processing, transformations that have no native-node equivalent

const allItems = $input.all();
const total = allItems.reduce((sum, item) => sum + (item.json.amount || 0), 0);

return [{
  json: { total, count: allItems.length, average: total / allItems.length }
}];

Run Once for Each Item

Use for: Specialized cases — per-item validation, independent operations

const item = $input.item;

return [{
  json: { ...item.json, processed: true, processedAt: new Date().toISOString() }
}];

Decision: Need to compare multiple items? → All Items. Each item independent? → Each Item. Not sure? → All Items.

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Data Access Patterns

// Most common: all items
const allItems = $input.all();

// Single result
const firstItem = $input.first();
const data = firstItem.json;

// Reference other nodes
const webhookData = $node["Webhook"].json;
const httpData = $node["HTTP Request"].json;

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CRITICAL: Webhook Data Structure

Webhook data is nested under .body:

// ❌ WRONG
const name = $json.name;

// ✅ CORRECT
const name = $json.body.name;
const webhookData = $input.first().json.body;

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Return Format Requirements

// ✅ Single result
return [{ json: { field1: value1 } }];

// ✅ Multiple results
return items.map(item => ({ json: { id: item.json.id, processed: true } }));

// ✅ Empty result
return [];

WRONG: return {json: {...}} (no array), return [{field: value}] (no json key)

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Built-in Functions

$helpers.httpRequest()

const response = await $helpers.httpRequest({
  method: 'GET',
  url: 'https://api.example.com/data',
  headers: { 'Authorization': 'Bearer token' }
});

return [{ json: { data: response } }];

DateTime (Luxon)

const now = DateTime.now();
const formatted = now.toFormat('yyyy-MM-dd');
const tomorrow = now.plus({ days: 1 });

$jmespath()

const adults = $jmespath(data, 'users[?age >= `18`]');
const names = $jmespath(data, 'users[*].name');

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Common Patterns

Aggregation

const items = $input.all();
const total = items.reduce((sum, item) => sum + (item.json.amount || 0), 0);

return [{ json: { total, count: items.length, average: total / items.length } }];

Filtering + Transformation

return $input.all()
  .filter(item => item.json.status === 'active')
  .map(item => ({ json: { id: item.json.id, name: item.json.name } }));

Error Handling

try {
  const response = await $helpers.httpRequest({ url: 'https://api.example.com/data' });
  return [{ json: { success: true, data: response } }];
} catch (error) {
  return [{ json: { success: false, error: error.message } }];
}

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Top 5 Mistakes

1. No return statement → Add return items.map(item => ({json: item.json}));
2. Using {{ }} in Code node → Use $json.field directly (no braces)
3. Wrong return wrapper → Must be [{json: {...}}], not {json: {...}}
4. Missing null checks → Use item.json?.user?.email || 'fallback'
5. Webhook body → $json.email ❌ → $json.body.email ✅

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Best Practices

• Always validate input: if (!items || items.length === 0) return [];
• Use try-catch for async operations
• Prefer map/filter over manual loops
• Filter early, process late
• Debug with console.log()

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When to Use Code Node

✅ Complex transformations, custom calculations, API response parsing, multi-step conditionals, data aggregation

❌ Simple field mapping → Set node | Basic filtering → Filter node | HTTP requests → HTTP Request node