Generate and manage FastAPI projects
Project description
FastAPI-MVC-template
FastAPI project core implemented using MVC architectural pattern with base utilities, tests, and pipeline to speed up creating new projects based on FastAPI. Additionally, this repo includes Kubernetes Helm chart, and a script for bootstrapping local development cluster with High Availability Redis cluster deployed using spotathome/redis-operator.
As of today FastAPI doesn't have any project generator like other known web frameworks ex: Django, Rails, etc., which makes creating new projects based on it that much more time-consuming. The idea behind this template is that, one can fork this repo, rename package and then start implementing endpoints logic straightaway, rather than creating the whole project from scratch. Moreover, the project is structured in MVC architectural pattern to help developers who don't know FastAPI yet but are familiar with MVC to get up to speed quickly.
Last but not least this application utilizes WSGI + ASGI combination for the best performance possible. Mainly because web servers like Nginx don't know how to async and WSGI is single synchronous callable. You can further read about this here. Additionally, here are some benchmarks done by wonderful people of StackOverflow:
Kubernetes local development cluster
Application stack in Kubernetes:
Project structure
├── build Makefile build scripts
├── charts Helm chart for application
│ └── fastapi-mvc
├── fastapi_mvc Python project root
│ ├── app FastAPI core implementation
│ │ ├── controllers FastAPI controllers
│ │ ├── models FastAPI models
│ │ ├── utils FastAPI utilities: RedisClient, AiohttpClient
│ │ ├── exceptions FastAPI custom exceptions and exception handlers
│ │ ├── asgi.py FastAPI ASGI node
│ ├── config FastAPI configuration: routes, variables
│ ├── cli Application command line interface implementation
│ ├── version.py Application version
│ └── wsgi.py Application master node: WSGI
├── tests
│ ├── integration Integration test implementation
│ └── unit Unit tests implementation
├── manifests Manifests for spotathome/redis-operator
├── CHANGELOG.md
├── Dockerfile
├── LICENSE
├── Makefile
├── README.md
├── requirements.txt
├── setup.py
├── TAG
└── Vagrantfile Virtualized environment definiton
Prerequisites
If You want to go easy way and use provided virtualized environment You'll need to have installed:
- rsync
- Vagrant How to install vagrant
- (Optional) Enabled virtualization in BIOS
Otherwise, for local complete project environment with k8s infrastructure bootstrapping You'll need:
For application:
- Python 3.7 or later installed How to install python
- Poetry How to install poetry
For infrastructure:
- make, gcc, golang
- minikube version 1.22.0 How_to_install_minikube
- helm version 3.0.0 or higher How_to_install_helm
- kubectl version 1.16 up to 1.20.8 How_to_install_kubectl
- Container runtime interface. NOTE! dev-env script uses docker for minikube, for other CRI you'll need to modify this line in dev-env.sh
MINIKUBE_IN_STYLE=0 minikube start --driver=docker 2>/dev/null
Quickstart
First run vagrant up
in project root directory and enter virtualized environment using vagrant ssh
Then run following commands to bootstrap local development cluster exposing fastapi-mvc
application.
$ cd /syncd
$ make dev-env
Note: this process may take a while on first run.
Once development cluster is up and running you should see summary listing application address:
Kubernetes cluster ready
fastapi-mvc available under: http://fastapi-mvc.192.168.49.2.nip.io/
You can delete dev-env by issuing: minikube delete
Note: above address may be different for your installation.
Note: provided virtualized env doesn't have port forwarding configured which means, that bootstrapped application stack in k8s won't be accessible on Host OS.
Deployed application stack in Kubernetes:
vagrant@ubuntu-focal:/syncd$ make dev-env
...
...
...
Kubernetes cluster ready
FastAPI available under: http://fastapi-mvc.192.168.49.2.nip.io/
You can delete dev-env by issuing: make clean
vagrant@ubuntu-focal:/syncd$ kubectl get all -n fastapi-mvc
NAME READY STATUS RESTARTS AGE
pod/fastapi-mvc-7f4dd8dc7f-p2kr7 1/1 Running 0 55s
pod/rfr-redisfailover-persistent-keep-0 1/1 Running 0 3m39s
pod/rfr-redisfailover-persistent-keep-1 1/1 Running 0 3m39s
pod/rfr-redisfailover-persistent-keep-2 1/1 Running 0 3m39s
pod/rfs-redisfailover-persistent-keep-5d46b5bcf8-2r7th 1/1 Running 0 3m39s
pod/rfs-redisfailover-persistent-keep-5d46b5bcf8-6kqv5 1/1 Running 0 3m39s
pod/rfs-redisfailover-persistent-keep-5d46b5bcf8-sgtvv 1/1 Running 0 3m39s
NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
service/fastapi-mvc ClusterIP 10.110.42.252 <none> 8000/TCP 56s
service/rfs-redisfailover-persistent-keep ClusterIP 10.110.4.24 <none> 26379/TCP 3m39s
NAME READY UP-TO-DATE AVAILABLE AGE
deployment.apps/fastapi-mvc 1/1 1 1 55s
deployment.apps/rfs-redisfailover-persistent-keep 3/3 3 3 3m39s
NAME DESIRED CURRENT READY AGE
replicaset.apps/fastapi-mvc-7f4dd8dc7f 1 1 1 55s
replicaset.apps/rfs-redisfailover-persistent-keep-5d46b5bcf8 3 3 3 3m39s
NAME READY AGE
statefulset.apps/rfr-redisfailover-persistent-keep 3/3 3m39s
NAME AGE
redisfailover.databases.spotahome.com/redisfailover-persistent-keep 3m39s
vagrant@ubuntu-focal:/syncd$ curl http://fastapi-mvc.192.168.49.2.nip.io/api/ready
{"status":"ok"}
Installation
Using poetry directly:
poetry install --extras "aioredis aiohttp"
Or using make:
make install
You can customize poetry installation with environment variables
export POETRY_HOME=/custom/poetry/path
export POETRY_CACHE_DIR=/custom/poetry/path/cache
export POETRY_VIRTUALENVS_IN_PROJECT=true
make install
To bootstrap local minikube Kubernetes cluster exposing fastapi-mvc
application:
cd fastapi-mvc
$ make dev-env
CLI
This package exposes simple CLI for easier interaction:
$ fastapi --help
Usage: fastapi [OPTIONS] COMMAND [ARGS]...
fastapi-mvc CLI root.
Options:
-v, --verbose Enable verbose logging.
--help Show this message and exit.
Commands:
serve fastapi-mvc CLI serve command.
$ fastapi serve --help
Usage: fastapi serve [OPTIONS]
fastapi-mvc CLI serve command.
Options:
--host TEXT Host to bind. [default: localhost]
-p, --port INTEGER Port to bind. [default: 8000]
-w, --workers INTEGER RANGE The number of worker processes for handling
requests. [default: 2;1<=x<=8]
--help Show this message and exit.
NOTE: Maximum number of workers may be different in your case, it's limited to multiprocessing.cpu_count()
To serve application simply run:
$ fastapi serve
To confirm it's working:
$ curl localhost:8000/api/ready
{"status":"ok"}
Dockerfile
This repository provides Dockerfile for virtualized environment.
NOTE: Replace podman with docker if it's yours containerization engine.
$ make image
$ podman run -dit --name fastapi-mvc -p 8000:8000 fastapi-mvc:$(cat TAG)
f41e5fa7ffd512aea8f1aad1c12157bf1e66f961aeb707f51993e9ac343f7a4b
$ podman ps
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
f41e5fa7ffd5 localhost/fastapi-mvc:0.1.0 /usr/bin/fastapi ... 2 seconds ago Up 3 seconds ago 0.0.0.0:8000->8000/tcp fastapi-mvc
$ curl localhost:8000/api/ready
{"status":"ok"}
Application configuration
This application provides flexibility of configuration. All significant settings are defined by the environment variables, each with the default value. Moreover, package CLI allows overriding core ones: host, port, workers. You can modify all other available configuration settings in the gunicorn.conf.py file.
Priority of overriding configuration:
- cli
- environment variables
- gunicorn.conf.py
All application configuration is available in fastapi_mvc.config
submodule.
Environment variables
Application configuration
Key | Default | Description |
---|---|---|
FASTAPI_HOST | "127.0.0.1" |
FastAPI host to bind. |
FASTAPI_PORT | "8000" |
FastAPI port to bind. |
FASTAPI_WORKERS | "2" |
Number of gunicorn workers (uvicorn.workers.UvicornWorker) |
FASTAPI_DEBUG | "True" |
FastAPI logging level. You should disable this for production. |
FASTAPI_PROJECT_NAME | "fastapi_mvc" |
FastAPI project name. |
FASTAPI_VERSION | "0.4.0" |
Application version. |
FASTAPI_DOCS_URL | "/" |
Path where swagger ui will be served at. |
FASTAPI_USE_REDIS | "False" |
Whether or not to use Redis. |
FASTAPI_GUNICORN_LOG_LEVEL | "info" |
The granularity of gunicorn log output |
FASTAPI_GUNICORN_LOG_FORMAT | '%(h)s %(l)s %(u)s %(t)s "%(r)s" %(s)s %(b)s "%(f)s" "%(a)s"' |
Gunicorn log format |
Redis configuration
Key | Default | Description |
---|---|---|
FASTAPI_REDIS_HOTS | "127.0.0.1" |
Redis host. |
FASTAPI_REDIS_PORT | "6379" |
Redis port. |
FASTAPI_REDIS_USERNAME | "" |
Redis username. |
FASTAPI_REDIS_PASSWORD | "" |
Redis password. |
FASTAPI_REDIS_USE_SENTINEL | "False" |
If provided Redis config is for Sentinel. |
gunicorn.conf.py
Routes definition
Endpoints are defined in fastapi_mvc.config.router
. Just simply import your controller and include it to FastAPI router:
from fastapi import APIRouter
from fastapi_mvc.app.controllers.api.v1 import ready
router = APIRouter(
prefix="/api"
)
router.include_router(ready.router, tags=["ready"])
Development
You can implement your own web routes logic straight away in .app.controllers.api.v1
submodule. For more information please see FastAPI documentation.
Utilities
For your discretion, I've provided some basic utilities:
- RedisClient
.app.utils.redis
- AiohttpClient
.app.utils.aiohttp_client
They're initialized in asgi.py
on FastAPI startup event handler:
async def on_startup():
"""Fastapi startup event handler.
Creates RedisClient and AiohttpClient session.
"""
log.debug("Execute FastAPI startup event handler.")
# Initialize utilities for whole FastAPI application without passing object
# instances within the logic. Feel free to disable it if you don't need it.
if settings.USE_REDIS:
await RedisClient.open_redis_client()
AiohttpClient.get_aiohttp_client()
async def on_shutdown():
"""Fastapi shutdown event handler.
Destroys RedisClient and AiohttpClient session.
"""
log.debug("Execute FastAPI shutdown event handler.")
# Gracefully close utilities.
if settings.USE_REDIS:
await RedisClient.close_redis_client()
await AiohttpClient.close_aiohttp_client()
and are available for whole application scope without passing object instances. In order to utilize it just execute classmethods directly.
Example:
from fastapi_mvc.app.utils import RedisClient
response = RedisClient.get("Key")
from fastapi_mvc.app.utils import AiohttpClient
response = AiohttpClient.get("http://foo.bar")
If you don't need it just simply remove the utility, init on start up and tests.
Exceptions
HTTPException and handler
This exception combined with http_exception_handler
method allows you to use it the same manner as you'd use FastAPI.HTTPException
with one difference.
You have freedom to define returned response body, whereas in FastAPI.HTTPException
content is returned under "detail" JSON key.
In this application custom handler is added in asgi.py
while initializing FastAPI application.
This is needed in order to handle it globally.
Example usage in ready controller
Web Routes
All routes documentation is available on:
/
with Swagger/redoc
or ReDoc.
Renaming
To your discretion I've provided simple bash script for renaming whole project, although I do not guarantee it will work with all possible names.
It takes two parameters:
- new project name NOTE: if your project name contains '-' this script should automatically change '-' to '_' wherever it's needed.
- new project url
#!/usr/bin/env bash
if [ -n "$DEBUG" ]; then
set -x
fi
set -o errexit
set -o nounset
set -o pipefail
if [[ -z "$1" ]]; then
echo "Parameter project name is empty."
exit 1
fi
if [[ -z "$2" ]]; then
echo "Parameter project url is empty."
exit 1
fi
grep -rl "https://github.com/rszamszur/fastapi-mvc" | xargs sed -i "s/https:\/\/github.com\/rszamszur\/fastapi-mvc/${2//\//\\/}/g"
mv charts/fastapi-mvc charts/$1
if [[ $1 == *"-"* ]]; then
mv fastapi_mvc ${1//-/_}
grep -rl --exclude-dir=.git fastapi_mvc | xargs sed -i "s/fastapi_mvc/${1//-/_}/g"
else
mv fastapi_mvc $1
grep -rl --exclude-dir=.git fastapi_mvc | xargs sed -i "s/fastapi_mvc/$1/g"
fi
grep -rl --exclude-dir=.git fastapi-mvc | xargs sed -i "s/fastapi-mvc/$1/g"
grep -rl --exclude-dir=.git 'fastapi-mvc' | xargs sed -i "s/fastapi-mvc/$1/g"
grep -rl --exclude-dir=.git 'Fastapi MVC template' | xargs sed -i "s/fastapi-mvc/$1/g"
NOTE: Afterwards you may still want to edit some docstrings or descriptions.
Contributing
Questions, comments or improvements? Please create an issue on Github. I do my best to include every contribution proposed in any way that I can.
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