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
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
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 web application using [FastAPI + streamlit + Docker] Neural Style Transfer (NST) refers to a class of software algorithms that manipulate digital images

Neural Style Transfer Web App - [FastAPI + streamlit + Docker] NST - application based on the Perceptual Losses for Real-Time Style Transfer and Super

Roman Spiridonov 3 Dec 05, 2022
A utility that allows you to use DI in fastapi without Depends()

fastapi-better-di What is this ? fastapi-better-di is a utility that allows you to use DI in fastapi without Depends() Installation pip install fastap

Maxim 9 May 24, 2022
Stac-fastapi built on Tile38 and Redis to support caching

stac-fastapi-caching Stac-fastapi built on Tile38 to support caching. This code is built on top of stac-fastapi-elasticsearch 0.1.0 with pyle38, a Pyt

Jonathan Healy 4 Apr 11, 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
FastAPI + Postgres + Docker Compose + Heroku Deploy Template

FastAPI + Postgres + Docker Compose + Heroku Deploy ⚠️ For educational purpose only. Not ready for production use YET Features FastAPI with Postgres s

DP 12 Dec 27, 2022
SQLAlchemy Admin for Starlette/FastAPI

SQLAlchemy Admin for Starlette/FastAPI SQLAdmin is a flexible Admin interface for SQLAlchemy models. Main features include: SQLAlchemy sync/async engi

Amin Alaee 683 Jan 03, 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
Flask-Bcrypt is a Flask extension that provides bcrypt hashing utilities for your application.

Flask-Bcrypt Flask-Bcrypt is a Flask extension that provides bcrypt hashing utilities for your application. Due to the recent increased prevelance of

Max Countryman 310 Dec 14, 2022
A FastAPI Framework for things like Database, Redis, Logging, JWT Authentication and Rate Limits

A FastAPI Framework for things like Database, Redis, Logging, JWT Authentication and Rate Limits Install You can install this Library with: pip instal

Tert0 33 Nov 28, 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
Single Page App with Flask and Vue.js

Developing a Single Page App with FastAPI and Vue.js Want to learn how to build this? Check out the post. Want to use this project? Build the images a

91 Jan 05, 2023
Boilerplate code for quick docker implementation of REST API with JWT Authentication using FastAPI, PostgreSQL and PgAdmin ⭐

FRDP Boilerplate code for quick docker implementation of REST API with JWT Authentication using FastAPI, PostgreSQL and PgAdmin ⛏ . Getting Started Fe

BnademOverflow 53 Dec 29, 2022
Lightning FastAPI

Lightning FastAPI Lightning FastAPI framework, provides boiler plates for FastAPI based on Django Framework Explaination / | │ manage.py │ README.

Rajesh Joshi 1 Oct 15, 2021
Prometheus exporter for several chia node statistics

prometheus-chia-exporter Prometheus exporter for several chia node statistics It's assumed that the full node, the harvester and the wallet run on the

30 Sep 19, 2022
FastAPI IPyKernel Sandbox

FastAPI IPyKernel Sandbox This repository is a light-weight FastAPI project that is meant to provide a wrapper around IPyKernel interactions. It is in

Nick Wold 2 Oct 25, 2021
Prometheus integration for Starlette.

Starlette Prometheus Introduction Prometheus integration for Starlette. Requirements Python 3.6+ Starlette 0.9+ Installation $ pip install starlette-p

José Antonio Perdiguero 229 Dec 21, 2022
API for Submarino store

submarino-api API for the submarino e-commerce documentation read the documentation in: https://submarino-api.herokuapp.com/docs or in https://submari

Miguel 1 Oct 14, 2021
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