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Code Issues Releases Wiki Activity

Note on technical similarities.

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Bradlee Speice
2020-06-30 17:03:20 -04:00
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_posts/2020-06-29-release-the-gil-pt.-2.md
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@ -1,6 +1,6 @@
---
layout: post
title: "Release the GIL: Part 2 - Pybind11, PyO3"
title: "Release the GIL: Pybind11, PyO3"
description: "More Python Parallelism"
category:
tags: [python, rust, c++]
@ -26,8 +26,11 @@ and Python", and they certainly deliver on that. Setting up a hybrid project whe
and Python (using setuptools) could coexist was straight-forward, and the repository also works as
[a template](https://github.com/speice-io/release-the-gil-pybind11/settings) for future projects.
TODO: Include anything about how Pybind11 and Cython are similar because of compilation to C++?
Maybe also talk about project setup being a good deal more complicated?
On a technical level, there's a great deal of overlap between Pybind11 and Cython. Where Pybind11
starts with C++ and facilitates interaction with the interpreter, Cython starts with a Python-like
language and facilitates interaction with other code written in C++. In a way, Pybind11 is for C++
developers who want to interact with Python, and Cython is for Python developers who want to
interact with C++.
Just like the previous post, we'll examine a simple Fibonacci sequence implementation to demonstrate
how Python's threading model interacts with Pybind11: