#PYTHON XGBREGRESSOR EXAMPLE HOW TO#
#PYTHON XGBREGRESSOR EXAMPLE CODE#

Thus, in this post, I will show another example using zerorpc for communication as follows, which should be more efficient than what I showed in my previous post. For more general languages support, check out gRPC.)

(Luckily, zerorpc fits our needs here because it supports Python and Node.js. Moreover, based on that, we need to define some schema upon raw data that could be implemented with zerorpc. Then, based on that, we want an abstract messaging layer that could be implemented with ZeroMq that is one of the best messaging libraries. HTTP is merely one of the popular ways to implement IPC, and it was merely the first thing came up to my mind when I was writing the previous post. It is unavoidable unless Python and JavaScript have direct FFI for each other. We actually need an interprocess communication (IPC) mechanism.

#PYTHON XGBREGRESSOR EXAMPLE HOW TO#

How to combine them and communicate with each other? Let's reconsider the core needs here: we have a Python application, and a Node.js application (Electron). That is just one not-so-efficient solution. In the previous post, I showed an example architecture: Python to build up a localhost server, then Electron is just a local web browser. Unfortunately, Python and JavaScript are dynamic languages, which usually need run-time support. But since you are using 'web engine', why not also give Electron a try? You have two runtimes! Moreover, the original intention is using Electron / JavaScript / web technologies to enhance Python Applications. Unless some libraries such as numpy are not available in JS. I can directly write things in JavaScript!Ĭorrect. It's more or less be in 'lower level' than where Electron is. I am just offering another 'web technology oriented' way here. BTW, pyotherside is one of the actively maintaining bindings for Python. Yes, I know at least their existences and try a few of them. Do you know Tkinter, GTK, QT ( PySide and PyQT), wxPython, Kivy, thrust. Here I would like to share my replies to some debates. The previous post also attracted some criticisms. Some other people even posted it on Hacker News and Reddit. I didn't expect that the previous post attracted so many visitors. Readers do NOT need to read the previous post if haven't. The current post is a updated version of the previous post a few years before. If there are inconsistencies, the README.md on the GitHub repo is more accurate. The following are copied from my original post.

#PYTHON XGBREGRESSOR EXAMPLE CODE#

Right now (Dec 2019), the code in this article may be outdated, and may or may not be working!!! important noticeĭisclaimer on Dec 2019: This article was originally written in 2017, and I haven't updated or maintained this repo for a long time. (Updated version of one of my previous posts.) The frontend and backend communicate with each other using zerorpc. This post shows how to use Electron as the GUI component of Python applications. Electron as GUI of Python Applications (Updated) tl dr

Python xgbregressor example