web-api

Classification API

This project contains the api to classify outcome documents from Tuscany Region.

how to develop

Server

The server is a flask application.

1. create a virtual env

$ conda create --name ml-api python=3.6
$ source activate ml-api

2. run the server

$ python server.py

Client

The client is done using create-react-app. I'd suggest using Node Version Manager to handle node dependency. To run the app in dev mode

$ cd web-ui
$ npp start

Build the client ui

build a docker image

export ORGANIZATION=nexus.teamdigitale.test
export VERSION=0.1.1
docker build -t $ORGANIZATION/ml-api:$VERSION .
docker push $ORGANIZATION/ml-api:$VERSION

export ORGANIZATION=nexus.daf.teamdigitale.it
export VERSION=0.1.1
docker build -t $ORGANIZATION/ml-api:$VERSION .
docker push $ORGANIZATION/ml-api:$VERSION

To run the docker images

docker run -dt --name ml-api -p 5000:5000 $ORGANIZATION/ml-api:$VERSION