/learning-api

Primary LanguageTypeScriptGNU General Public License v3.0GPL-3.0

Learning API

Overview

  • Description: This repository contains code to train machine learning models on de-identified medical data, using the Keras model specification and Tensorflow libraries. It receives requests from the site API and communicates with the site store to obtain the de-identified data necessary to fulfill these requests.
  • Primary author(s): Jeffrey Li [@JeffreyLi16]
  • Contributors: Louis Mullie [@louism]
  • License: The code in this repository is released under the GNU General Public License, V3.

Deployment

Production

Authenticate on Docker, then run publish.sh as follows:

docker login -u ${USER} -p ${USER}
./publish.sh

Finally, wait for the ansible script to execute on site hosts (executes at each 10 min and takes about 3 min to run).

Local development

docker run --name some-redis -p 6379:6379 -d redis

Security analysis

Trivy (Most severe)

docker run --rm -v C:\dev\trivy:/root/.cache/ -v //var/run/docker.sock:/var/run/docker.sock  aquasec/trivy image coda-learning-api:latest --security-checks vuln > report.txt

npm

npm audit