基于Pytorch的脚手架项目,Celery+FastAPI+Gunicorn+Nginx+Supervisor实现服务部署,支持Docker发布

Overview

cookiecutter-pytorch-fastapi

基于Pytorch的 脚手架项目

按规范添加推理函数即可实现Celery+FastAPI+Gunicorn+Nginx+Supervisor+Docker的快速部署

Requirements

  • Python >= 3.6 with pip installed

Quickstart

Install the latest Cookiecutter if you haven't installed it yet (this requires Cookiecutter 1.4.0 or higher):

# Install On Ubuntu
    apt-get install cookiecutter
# Install On Centos with snapd (Not recommended)
    yum install https://dl.fedoraproject.org/pub/epel/epel-release-latest-7.noarch.rpm
    yum install snapd
    systemctl enable --now snapd.socket
    ln -s /var/lib/snapd/snap /snap
    snap install cookiecutter --edge

Point cookiecutter to this GitHub repository to automatically download and generate your project

cookiecutter https://github.com/Aquish-Lee/cookiecutter-pytorch-fastapi

View the README.md of your new project for instructions on next steps

Resources

This project has six key dependencies:

Dependency Name Documentation Description
Pytorch https://pytorch.org/ An open source machine learning framework
Celery https://docs.celeryproject.org/en/stable/ Distributed Task Queue
FastAPI https://fastapi.tiangolo.com FastAPI framework, high performance, easy to learn, fast to code, ready for production
Gunicorn https://gunicorn.org/ A Python WSGI HTTP Server for UNIX with pre-fork worker model
Nginx https://www.nginx.com/ An HTTP and reverse proxy server, Support load balancer and HTTP cache
Supervisor http://supervisord.org/ A client/server system, support monitor and control a number of processes on UNIX-like operating systems

signal-cli-rest-api is a wrapper around signal-cli and allows you to interact with it through http requests

signal-cli-rest-api signal-cli-rest-api is a wrapper around signal-cli and allows you to interact with it through http requests. Features register/ver

Sebastian Noel Lübke 31 Dec 09, 2022
Example of using FastAPI and MongoDB database.

FastAPI Todo Application Example of using FastAPI and MangoDB database. 💡 Prerequisites Python ⚙️ Build & Run The first thing to do is to clone the r

Bobynets Ivan 1 Oct 29, 2021
基于Pytorch的脚手架项目,Celery+FastAPI+Gunicorn+Nginx+Supervisor实现服务部署,支持Docker发布

cookiecutter-pytorch-fastapi 基于Pytorch的 脚手架项目 按规范添加推理函数即可实现Celery+FastAPI+Gunicorn+Nginx+Supervisor+Docker的快速部署 Requirements Python = 3.6 with pip in

17 Dec 23, 2022
This project is a realworld backend based on fastapi+mongodb

This project is a realworld backend based on fastapi+mongodb. It can be used as a sample backend or a sample fastapi project with mongodb.

邱承 381 Dec 29, 2022
FastAPI Learning Example,对应中文视频学习教程:https://space.bilibili.com/396891097

视频教学地址 中文学习教程 1、本教程每一个案例都可以独立跑,前提是安装好依赖包。 2、本教程并未按照官方教程顺序,而是按照实际使用顺序编排。 Video Teaching Address FastAPI Learning Example 1.Each case in this tutorial c

381 Dec 11, 2022
📦 Autowiring dependency injection container for python 3

Lagom - Dependency injection container What Lagom is a dependency injection container designed to give you "just enough" help with building your depen

Steve B 146 Dec 29, 2022
🤪 FastAPI + Vue构建的Mall项目后台管理

Mall项目后台管理 前段时间学习Vue写了一个移动端项目 https://www.charmcode.cn/app/mall/home 然后教程到此就结束了, 我就总感觉少点什么,计划自己着手写一套后台管理。 相关项目 移动端Mall项目源码(Vue构建): https://github.com/

王小右 131 Jan 01, 2023
Online Repo Browser

MSYS2 Web Interface A simple web interface for browsing the MSYS2 repos. Rebuild CSS/JS (optional): cd frontend npm install npm run build Run for Dev

MSYS2 64 Dec 30, 2022
FastAPI + Django experiment

django-fastapi-example This is an experiment to demonstrate one potential way of running FastAPI with Django. It won't be actively maintained. If you'

Jordan Eremieff 78 Jan 03, 2023
A Nepali Dictionary API made using FastAPI.

Nepali Dictionary API A Nepali dictionary api created using Fast API and inspired from https://github.com/nirooj56/Nepdict. You can say this is just t

Nishant Sapkota 4 Mar 18, 2022
Install multiple versions of r2 and its plugins via Pip on any system!

r2env This repository contains the tool available via pip to install and manage multiple versions of radare2 and its plugins. r2-tools doesn't conflic

radare org 18 Oct 11, 2022
Piccolo Admin provides a simple yet powerful admin interface on top of Piccolo tables

Piccolo Admin Piccolo Admin provides a simple yet powerful admin interface on top of Piccolo tables - allowing you to easily add / edit / filter your

188 Jan 09, 2023
I'm curious if pydantic + fast api can be sensibly used with DDD + hex arch methodology

pydantic-ddd-exploration I'm curious if pydantic + fast api can be sensibly used with DDD + hex arch methodology Prerequisites nix direnv (nix-env -i

Olgierd Kasprowicz 2 Nov 17, 2021
The template for building scalable web APIs based on FastAPI, Tortoise ORM and other.

FastAPI and Tortoise ORM. Powerful but simple template for web APIs w/ FastAPI (as web framework) and Tortoise-ORM (for working via database without h

prostomarkeloff 95 Jan 08, 2023
Ready-to-use and customizable users management for FastAPI

FastAPI Users Ready-to-use and customizable users management for FastAPI Documentation: https://frankie567.github.io/fastapi-users/ Source Code: https

François Voron 2.4k Jan 01, 2023
asgi-server-timing-middleware

ASGI Server-Timing middleware An ASGI middleware that wraps the excellent yappi profiler to let you measure the execution time of any function or coro

33 Dec 15, 2022
python template private service

Template for private python service This is a cookiecutter template for an internal REST API service, written in Python, inspired by layout-golang. Th

UrvanovCompany 15 Oct 02, 2022
A Python pickling decompiler and static analyzer

Fickling Fickling is a decompiler, static analyzer, and bytecode rewriter for Python pickle object serializations. Pickled Python objects are in fact

Trail of Bits 162 Dec 13, 2022
FastAPI Admin Dashboard based on FastAPI and Tortoise ORM.

FastAPI ADMIN 中文文档 Introduction FastAPI-Admin is a admin dashboard based on fastapi and tortoise-orm. FastAPI-Admin provide crud feature out-of-the-bo

long2ice 1.6k Dec 31, 2022
API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.

This open source project serves two purposes. Collection and evaluation of a Question Answering dataset to improve existing QA/search methods - COVID-

deepset 329 Nov 10, 2022