# EmotionModelService

This is a web service created with django Framework to consume an emergency context model classification and a rasa nlu model

• The emotion model classification classify short texts into guilt,disgust,sadness,anger,joy,shame and fear emotion
• The rasa nlu model classify short texts into many intents

How do I get set up?

The following section describes how to run the service locally.

• virtualenv venv
• source venv/bin/activate (Under windows run $ venv/Scripts/activate.bat)
• pip install -r requirements.txt
• python manage.py runserver
• navigate to localhost

Connection with database

python manage.py migrate

Running the webservice

To run this project use this command:

python manage.py runserver

To test this web service input should be a json object and contains 2 key: "id" and "message" and the 2 values must be string

Building Docker image and running a container

To build an image from docker file:

docker build .

To run a container from docker image:

docker run -p 80:80 image_tag