I have a large Python project with over 10,000 lines of code, and I'm looking to implement async programming for a major task. Unfortunately, the Python async libraries I've tried aren't cutting it, and I want to incorporate Go into my existing code without rewriting everything. What are the best ways to combine these two languages and run my Python functions in parallel using Go?
4 Answers
There are several ways to combine Python and Go, but it really depends on what exactly you're trying to achieve. Can you clarify more about your goals? That said, if you want to parallelize function calls, creating an API in one language that the other can call is often a solid approach.
You might want to consider using subprocesses. For instance, you can run your Go code as a separate executable from Python like this:
```python
import subprocess
process = subprocess.Popen(['./go_script', 'an_argument'], stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True)
stdout, stderr = process.communicate()
```
This allows Python to run the Go executable and handle outputs. Just make sure to pass the right arguments!
If you're looking for a robust solution, gRPC can be your best friend. It allows you to define services and lets Python and Go communicate effectively. I’d recommend looking into it!
While Python and Go can work together, consider whether Rust might meet your backend needs better. It can be a strong companion to Python, but again, you need to give more details about your specific tasks to get the best advice.

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