In this article, we will discuss how to deploy a dockerized FastAPI to google cloud platform. Then we will use these technologies to create and deploy a data API on GCP quickly and easily.
In this article, we will discuss FastAPI and Docker. Then we will use these technologies to create and deploy a data API on GCP quickly and easily.
For more information on the app code and structure, check out this article.
We use pipenv for this project, but you don't have to.
What is FastAPI?
FastAPI is an API based on Pydanticand Starlette. FastAPI uses Pydantic to define a schema and validate data. Starlette isa lightweight ASGI framework/toolkit, which is ideal for building high-performance async services.
Other python microservice frameworks don’t integrate with SQLAlchemy easily. For example, It is common to use Flask with a package called Flask-SQLAlchemy. There is no FastAPI-SQLALchemly because FastAPI integrates well with vanilla SQLAlchemy! Additionally, FastAPI integrates well with many packages, including many ORMs and allows you to use most relational databases.
Input validation is delegated to FastAPI. This means that if an integer is submitted in a string field, an appropriate error message will be returned.
Following the second video about Docker basics, in this video, I explain Docker architecture and explain the different building blocks of the docker engine; docker client, API, Docker Daemon. I also explain what a docker registry is and I finish the video with a demo explaining and illustrating how to use Docker hub.
Docker Architecture Overview & Docker Components. This ultimate guide revolves around the underlying technologies used by Docker Containers to provide effective containerisation services to its users. It explains the entire Docker architecture and its components using intuitive diagrams.
Welcome to this on Docker Tutorial for Beginners. In this video provides an Introduction on C++ development with Docker containers. So we will see How to ship C++ Programs in Docker.
“Docker: Understanding Docker Architecture and Components”, The First thing we are going to do is to run the “docker run hello-world” command. This command tries to find the “hello-world” image locally and if not found, it then downloads an image from the docker hub and runs the container out of this image.
This entry-level guide will tell you why and how to Dockerize your WordPress projects.