This repository contains learning resources for Python Fast API Framework and Docker

Overview

Good programming language frameworks make it easy to produce quality products faster. Great frameworks even make the whole development experience enjoyable. FastAPI is a modern, fast (high-performance), a web framework for building APIs with Python. It is easy to learn, fast to code, and production-ready. The most exciting feature of FastAPI is that it supports asynchronous code out of the box using the async/await Python keywords. Testing FastAPI endpoints are really straightforward and can be done using TestClient provided by FastAPI. This makes Test Driven Development(TDD) very easy. It us also easy to deploy your Fast API application and APIs.

FastAPI is a Python web framework that has been built from the ground up to make use of modern Python features. It uses the ASGI standard for asynchronous, concurrent connectivity with clients, and it can work with WSGI if needed. Async functions can be used for routes and endpoints. And FastAPI allows web applications to be written efficiently in clean, modern Python code with type hints.

The following features make FastAPI worth trying:

  • Speed: FastAPI is one of the fastest Python web frameworks. In fact, its speed is at par with Node.js and Go. Check these performance tests.
  • Detailed and easy-to-use developer docs
  • Type hint your code and get free data validation and conversion.
  • Create plugins easily using dependency injection.

Docker is an open source platform for building, deploying, and managing containerized applications. It enables developers to package applications into containers—standardized executable components combining application source code with the operating system (OS) libraries and dependencies required to run that code in any environment. Containers simplify delivery of distributed applications, and have become increasingly popular as organizations shift to cloud-native development and hybrid multicloud environments.

Developers can create containers without Docker, but the platform makes it easier, simpler, and safer to build, deploy and manage containers. Docker is essentially a toolkit that enables developers to build, deploy, run, update, and stop containers using simple commands and work-saving automation through a single API.

Major Technologies & Tools:

  • Python 3.6+
  • Fast API
  • Docker
  • Postman

More tools:

  • Git and GitHub — Source code management (Version Control System)

  • Selenium — Automation testing

  • Docker — Software Containerization Platform

  • Kubernetes — Container Orchestration tool

  • Ansible — Configuration Management and Deployment

  • Terraform - An open-source infrastructure as code software tool that provides a consistent CLI workflow to manage hundreds of cloud services. Terraform codifies cloud APIs into declarative configuration files.


Day 1: Introduction to Python, Git and Github

What you are expected to learn on Day 1:

  • Introduction to Python for Web Development
  • Learn how to create a “repository” (project) with a git hosting tool (like GitHub or Bitbucket)
  • Learn how to copy/clone the repository to your local machine
  • Learn how to add a file to your local repo and “commit” (save) the changes
  • Learn how to “Push” your changes to your master branch
  • Learn how to make a change to your file with a git hosting tool and commit
  • Learn how to “Pull” the changes to your local machine
  • Learn how to create a “branch” (version), make a change, commit the change
  • Learn how to open a “pull request”.
  • Learn how to “Merge” your branch to the master branch


Day 2: Introduction to Fast API

What you are expected to learn on Day 2 ( Virtual Class ) :


Owner
Harun Mbaabu Mwenda
Developer Relations Engineer, Python and JavaScript Application Developer.
Harun Mbaabu Mwenda
flask extension for integration with the awesome pydantic package

flask extension for integration with the awesome pydantic package

249 Jan 06, 2023
implementation of deta base for FastAPIUsers

FastAPI Users - Database adapter for Deta Base Ready-to-use and customizable users management for FastAPI Documentation: https://fastapi-users.github.

2 Aug 15, 2022
FastAPI-Amis-Admin is a high-performance, efficient and easily extensible FastAPI admin framework. Inspired by django-admin, and has as many powerful functions as django-admin.

简体中文 | English 项目介绍 FastAPI-Amis-Admin fastapi-amis-admin是一个拥有高性能,高效率,易拓展的fastapi管理后台框架. 启发自Django-Admin,并且拥有不逊色于Django-Admin的强大功能. 源码 · 在线演示 · 文档 · 文

AmisAdmin 318 Dec 31, 2022
cookiecutter template for web API with python

Python project template for Web API with cookiecutter What's this This provides the project template including minimum test/lint/typechecking package

Hitoshi Manabe 4 Jan 28, 2021
Learn to deploy a FastAPI application into production DigitalOcean App Platform

Learn to deploy a FastAPI application into production DigitalOcean App Platform. This is a microservice for our Try Django 3.2 project. The goal is to extract any and all text from images using a tec

Coding For Entrepreneurs 59 Nov 29, 2022
Easy and secure implementation of Azure AD for your FastAPI APIs 🔒

FastAPI-Azure-auth Azure AD Authentication for FastAPI apps made easy. 🚀 Description FastAPI is a modern, fast (high-performance), web framework for

Intility 216 Dec 27, 2022
Simple example of FastAPI + Celery + Triton for benchmarking

You can see the previous work from: https://github.com/Curt-Park/producer-consumer-fastapi-celery https://github.com/Curt-Park/triton-inference-server

Jinwoo Park (Curt) 37 Dec 29, 2022
Fetching Cryptocurrency Prices from Coingecko and Displaying them on Grafana

cryptocurrency-prices-grafana Fetching Cryptocurrency Prices from Coingecko and Displaying them on Grafana About This stack consists of: Prometheus (t

Ruan Bekker 7 Aug 01, 2022
Toolkit for developing and maintaining ML models

modelkit Python framework for production ML systems. modelkit is a minimalist yet powerful MLOps library for Python, built for people who want to depl

140 Dec 27, 2022
An extension library for FastAPI framework

FastLab An extension library for FastAPI framework Features Logging Models Utils Routers Installation use pip to install the package: pip install fast

Tezign Lab 10 Jul 11, 2022
REST API with FastAPI and PostgreSQL

REST API with FastAPI and PostgreSQL To have the same data in db: create table CLIENT_DATA (id SERIAL PRIMARY KEY, fullname VARCHAR(50) NOT NULL,email

Luis Quiñones Requelme 1 Nov 11, 2021
Turns your Python functions into microservices with web API, interactive GUI, and more.

Instantly turn your Python functions into production-ready microservices. Deploy and access your services via HTTP API or interactive UI. Seamlessly export your services into portable, shareable, and

Machine Learning Tooling 2.8k Jan 04, 2023
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
Hyperlinks for pydantic models

Hyperlinks for pydantic models In a typical web application relationships between resources are modeled by primary and foreign keys in a database (int

Jaakko Moisio 10 Apr 18, 2022
Starlette middleware for Prerender

Prerender Python Starlette Starlette middleware for Prerender Documentation: https://BeeMyDesk.github.io/prerender-python-starlette/ Source Code: http

BeeMyDesk 14 May 02, 2021
Deploy/View images to database sqlite with fastapi

Deploy/View images to database sqlite with fastapi cd realistic Dependencies dat

Fredh Macau 1 Jan 04, 2022
A minimal Streamlit app showing how to launch and stop a FastAPI process on demand

Simple Streamlit + FastAPI Integration A minimal Streamlit app showing how to launch and stop a FastAPI process on demand. The FastAPI /run route simu

Arvindra 18 Jan 02, 2023
Redis-based rate-limiting for FastAPI

Redis-based rate-limiting for FastAPI

Glib 6 Nov 14, 2022
Opentracing support for Starlette and FastApi

Starlette-OpenTracing OpenTracing support for Starlette and FastApi. Inspired by: Flask-OpenTracing OpenTracing implementations exist for major distri

Rene Dohmen 63 Dec 30, 2022
Generate Class & Decorators for your FastAPI project ✨🚀

Classes and Decorators to use FastAPI with class based routing. In particular this allows you to construct an instance of a class and have methods of that instance be route handlers for FastAPI & Pyt

Yasser Tahiri 34 Oct 27, 2022