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

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
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
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
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
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
FastAPI on Google Cloud Run

cloudrun-fastapi Boilerplate for running FastAPI on Google Cloud Run with Google Cloud Build for deployment. For all documentation visit the docs fold

Anthony Corletti 139 Dec 27, 2022
api versioning for fastapi web applications

fastapi-versioning api versioning for fastapi web applications Installation pip install fastapi-versioning Examples from fastapi import FastAPI from f

Dean Way 472 Jan 02, 2023
Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.

Smart Social Distancing Smart Social Distancing Introduction Getting Started Prerequisites Usage Processor Optional Parameters Configuring AWS credent

Neuralet 129 Dec 12, 2022
python fastapi example connection to mysql

Quickstart Then run the following commands to bootstrap your environment with poetry: git clone https://github.com/xiaozl/fastapi-realworld-example-ap

55 Dec 15, 2022
Backend logic implementation for realworld with awesome FastAPI

Backend logic implementation for realworld with awesome FastAPI

Nik 2.2k Jan 08, 2023
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
TODO aplication made with Python's FastAPI framework and Hexagonal Architecture

FastAPI Todolist Description Todolist aplication made with Python's FastAPI framework and Hexagonal Architecture. This is a test repository for the pu

Giovanni Armane 91 Dec 31, 2022
官方文档已经有翻译的人在做了,

FastAPI 框架,高性能,易学,快速编码,随时可供生产 文档:https://fastapi.tiangolo.com 源码:https://github.com/tiangolo/fastapi FastAPI 是一个现代、快速(高性能)的 Web 框架,基于标准 Python 类型提示,使用

ApacheCN 27 Nov 11, 2022
Async and Sync wrapper client around httpx, fastapi, date stuff

lazyapi Async and Sync wrapper client around httpx, fastapi, and datetime stuff. Motivation This library is forked from an internal project that works

2 Apr 19, 2022
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
fastapi-crud-sync

Developing and Testing an API with FastAPI and Pytest Syncronous Example Want to use this project? Build the images and run the containers: $ docker-c

59 Dec 11, 2022
FastAPI Boilerplate

FastAPI Boilerplate Features SQlAlchemy session Custom user class Top-level dependency Dependencies for specific permissions Celery SQLAlchemy for asy

Hide 417 Jan 07, 2023
A Jupyter server based on FastAPI (Experimental)

jupyverse is experimental and should not be used in place of jupyter-server, which is the official Jupyter server.

Jupyter Server 122 Dec 27, 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
ASGI middleware for authentication, rate limiting, and building CRUD endpoints.

Piccolo API Utilities for easily exposing Piccolo models as REST endpoints in ASGI apps, such as Starlette and FastAPI. Includes a bunch of useful ASG

81 Dec 09, 2022