n8n-code-python
Expert guidance for writing Python code in n8n Code nodes, with strong recommendation to use JavaScript instead.
- Python is limited to standard library only (json, datetime, re, base64, hashlib, urllib.parse, math, random, statistics); no external packages like requests, pandas, or numpy
- Must return data as a list of dictionaries with
{"json": {...}}structure; common mistakes include incorrect return format, missing return statements, and unsafe dictionary access without.get() - Two execution modes available: "Run Once for All Items" (recommended, uses
_input.all()) and "Run Once for Each Item" (uses_input.item); webhook data is nested under_json["body"], not at root level - Use Python only when you need specific standard library functions or are significantly more comfortable with Python syntax; JavaScript is preferred for 95% of use cases due to better n8n helper functions and documentation
Python Code Node (Beta)
Expert guidance for writing Python code in n8n Code nodes.
⚠️ Important: JavaScript First
Recommendation: Use JavaScript for 95% of use cases. Only use Python when:
- You need specific Python standard library functions
- You're significantly more comfortable with Python syntax
- You're doing data transformations better suited to Python
Why JavaScript is preferred:
- Full n8n helper functions ($helpers.httpRequest, etc.)
- Luxon DateTime library for advanced date/time operations
- No external library limitations
- Better n8n documentation and community support
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