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How to call a Python function from Node.js

python
child-process
async-await
promises
Anton ShumikhinbyAnton Shumikhin·Dec 30, 2024
TLDR

Cutting right to the chase, you can deliver a Python function invite from Node.js across the child_process route or use the direct express python-shell. Here's the code:

const { PythonShell } = require('python-shell'); PythonShell.run('script.py', null, (err, results) => { if (err) throw err; // we better not drop this "err". Agenda set to 500! console.log(results); });

Make sure your script.py is in your Node.js project directory and Python is in the limelight of your system's PATH. This snippet acts as a peace treaty handshake between the worlds of Node.js and Python.

Advancing with child processes

Planning to ditch python-shell? Dive deeper with Node's built-in child_process module's spawn function. It's not as ominous as it sounds - it simply bestows more control. Spawn acts as the magic oration spell to summon Python scripts, control their doings, and coordinate with Promises or async/await.

const { spawn } = require('child_process'); // We summon thee, Python script function runPythonScript(args) { return new Promise((resolve, reject) => { // Hit it, wizard! const pythonProcess = spawn('python', ['your_script.py', ...args]); let output = ''; pythonProcess.stdout.on('data', (data) => { output += data.toString(); // "data.toString()", the chant that converts Python divination to mortal speech }); pythonProcess.on('close', (code) => { // Python decided to leave? Did you offend it? if (code !== 0) { return reject(new Error(`Python script exited with code ${code}`)); } resolve(output); // Python was kind enough to leave us a message }); pythonProcess.stderr.on('data', (data) => { reject(new Error(data)); // Python is screaming...oops! }); }); } // Let's make magic happen async function main() { try { const result = await runPythonScript(['arg1', 'arg2']); console.log(result); } catch (err) { console.error('Error running Python script:', err); } } main();

This spell...oh sorry, example shows how to capture output and deal with errors. Now you're ready to defy any case with your new magical prowess!

Bidirectional communication setup

If you need a more intricate communication ritual, delve into zerorpc or JSPyBridge. As cryptic as they sound, they're friendly. Promise!

  • zerorpc: A language that Node.js and Python can use to converse, including method calls. Make sure to polish your diplomacy skills, as this relationship needs secure and reliable communication.

  • JSPyBridge: This is your modern interpreter. It evokes Python functions directly, understanding the sophisticated nuances of ES6 import and top-level await. It's like having a multilingual friend at a party!

Ensure to bid your Python process farewell with python.exit(). It has feelings too, you know. This prevents the tragic tale of resource leaks!

Production ready preparations

  • Error handling: Sentry charms won't work, so ensure robust error handling. Shield your app from crashes when dealing with Python script issues.

  • Security: Cleanse inputs that get passed to Python functions. They could carry hidden threats!

  • Performance: Don't exhaust your magic powers. Balance your spell use or use the elixir – RabbitMQ – for efficient communication.

  • Data synchronization: Magic can be messy with I/O operations. Use the right patterns to clean up any spill without causing any magical disasters.

Seamless scaling and optimization

Sensing growth of your epic saga? Anticipate and scale your communication, cast load-balancing spells, cache frequent requests, and pull resources together like a mystic pool.