Test-Driven Development with FastAPI and Docker

Test-Driven Development with FastAPI and Docker [Testdriven.io] Free Download. In this course, you’ll learn how to build, test, and deploy a text summarization service with Python, FastAPI, and Docker. The service itself will be exposed via a RESTful API and deployed to Heroku with Docker.

Test-Driven Development with FastAPI and Docker Description

Contents

1 Test-Driven Development with FastAPI and Docker Description
2 What will you learn?
3 Test-Driven Development with FastAPI and Docker Free Download
- 3.1 Related

What will you learn?

Part 1 – Foundation and Concepts

In this first part, you’ll learn how to develop an async RESTful API with Python, FastAPI, and Postgres. You’ll containerize FastAPI and Postgres to run inside Docker containers and configure pytest in order to practice Test-Driven Development (TDD).

Learning Objectives

Develop an asynchronous RESTful API with Python and FastAPI
Practice Test-Driven Development
Test a FastAPI app with pytest
Interact with a Postgres database asynchronously
Containerize FastAPI and Postgres inside a Docker container
Run unit and integration tests with code coverage
Check your code for any code quality issues via a linter

Part 2 – Deployment, Testing, and Best Practices

In the second part, you’ll start by deploying FastAPI, Gunicorn, Uvicorn, and Postgres to Heroku with Docker. You’ll then continue to build out the RESTful API as you write unit and integration tests. Finally, we’ll develop a text summarization service to produce article summaries from a given URL.

Learning Objectives

Configure GitHub Actions for continuous integration and deployment
Use GitHub Packages to store Docker Images
Speed up a Docker-based CI build with Docker Cache
Deploy FastAPI, Uvicorn, and Postgres to Heroku with Docker
Parameterize test functions and mock functionality in tests with pytest
Run tests in parallel with pytest-xdist
Document a RESTful API with Swagger/OpenAPI
Run a background process outside the request/response flow

What do you need to know?

This is not a beginner course. It’s designed for the advanced-beginner — someone with at least six months of web development experience. Before beginning, you should have some familiarity with the following topics.