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

Web Version of avatarify to democratize even further

Web-avatarify for image animations This is the code base for this website and its backend. This aims to bring technology closer to everyone, just by a

Carlos Andrés Álvarez Restrepo 66 Nov 09, 2022
A simple web to serve data table. It is built with Vuetify, Vue, FastApi.

simple-report-data-table-vuetify A simple web to serve data table. It is built with Vuetify, Vue, FastApi. The main features: RBAC with casbin simple

11 Dec 22, 2022
An image validator using FastAPI.

fast_api_image_validator An image validator using FastAPI.

Kevin Zehnder 7 Jan 06, 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
First API using FastApi

First API using FastApi Made this Simple Api to store and Retrive Student Data of My College Ncc-Bim To View All the endpoits Visit /docs To Run Local

Sameer Joshi 2 Jun 21, 2022
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
A simple docker-compose app for orchestrating a fastapi application, a celery queue with rabbitmq(broker) and redis(backend)

fastapi - celery - rabbitmq - redis - Docker A simple docker-compose app for orchestrating a fastapi application, a celery queue with rabbitmq(broker

Kartheekasasanka Kaipa 83 Dec 19, 2022
Example of integrating Poetry with Docker leveraging multi-stage builds.

Poetry managed Python FastAPI application with Docker multi-stage builds This repo serves as a minimal reference on setting up docker multi-stage buil

Michael Oliver 266 Dec 27, 2022
ReST based network device broker

The Open API Platform for Network Devices netpalm makes it easy to push and pull state from your apps to your network by providing multiple southbound

368 Dec 31, 2022
FastAPI framework plugins

Plugins for FastAPI framework, high performance, easy to learn, fast to code, ready for production fastapi-plugins FastAPI framework plugins Cache Mem

RES 239 Dec 28, 2022
A minimalistic example of preparing a model for (synchronous) inference in production.

A minimalistic example of preparing a model for (synchronous) inference in production.

Anton Lozhkov 6 Nov 29, 2021
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
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
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
Analytics service that is part of iter8. Robust analytics and control to unleash cloud-native continuous experimentation.

iter8-analytics iter8 enables statistically robust continuous experimentation of microservices in your CI/CD pipelines. For in-depth information about

16 Oct 14, 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
Auth for use with FastAPI

FastAPI Auth Pluggable auth for use with FastAPI Supports OAuth2 Password Flow Uses JWT access and refresh tokens 100% mypy and test coverage Supports

David Montague 95 Jan 02, 2023
FastAPI Skeleton App to serve machine learning models production-ready.

FastAPI Model Server Skeleton Serving machine learning models production-ready, fast, easy and secure powered by the great FastAPI by Sebastián Ramíre

268 Jan 01, 2023
REST API with FastAPI and SQLite3.

REST API with FastAPI and SQLite3

Luis Quiñones Requelme 2 Mar 14, 2022
FastAPI构建的API服务

使用FastAPI 构建的商城项目API 学习FastAPI 构建项目目录 构建项目接口: 对应博客:https://www.charmcode.cn/article/2020-06-08_vue_mall_api 声明 此项目已经不再维护, 可以参考我另外一个项目https://github.co

王小右 64 Oct 04, 2022