Fastapi-ml-template - Fastapi ml template with python

Overview

FastAPI ML Template

Run Web API

Local

$ sh run.sh
#   poetry run uvicorn app.main:app --reload --host 0.0.0.0 --port 9000

Docker

$ docker build -f Dockerfile -t fastapi-ml .
$ docker run -p 9000:9000 --rm --name fastapi-ml -t -i fastapi-ml

Docker Compose

$ docker compose up --build

Request Commands

$ curl --request POST --url http://127.0.0.1:8000/api/v1/predict --header 'Content-Type: application/json' --data '{"input_text": "test"}'
$ http POST http://127.0.0.1:8000/api/v1/predict input_text=テスト

Development

Run Tests and Linter

$ poetry run tox

Reference

Owner
Yuki Okuda
Yuki Okuda
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Flask-vs-FastAPI - Understanding Flask vs FastAPI Web Framework. A comparison of two different RestAPI frameworks.

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