Neuroseed MVP

Release Version 0.5.0

Dependencies

• celery==4.1.0
• pymongo==3.6.0
• mongoengine==0.15.0
• falcon==1.4.1
• jsonschema==2.6.0
• PyJWT==1.6.0
• falcon-auth==1.1.0
• falcon-cors==1.1.7
• gevent==1.2.2

Install Dependencies

WEB API Dependencies

python3 -m venv venv
. venv/bin/activate
pip3 install -r requirements.txt

Worker Dependencies

python3 -m venv venv
. venv/bin/activate
pip3 install -r worker-requirements.txt

Development

Start web api server:

python3 web_api.py

Start celery worker:

python3 celery_worker.py

Celery worker configuration file: config/celery_config.json

Start rabbitmq server (version 3.7.0)

source docker/start-rabbitmq.sh

Start Mongo Database server with Docker

Create volume:

docker volume create mongov

Run mongodb container:

source docker/start-mongo.sh

Stop rabbitmq and mongodb

docker kill rabbitmq
docker kill mongo

Usage examples

Example scripts in examples directory.

For example create upload cifar10 dataset:

python3 examples/upload_cifar10.py

For example train neural network on cifar10 dataset:

python3 examples/train_cnn_cifar10.py

Unit Tests

Install tests dependencies:

pip3 install -e .[testing]

Start unit tests by bash commands:

python3 setup.py test

Production

Replace authentication key: config/auth.key

Replace certificates in config/celery_ssl and config/rabbitmq

Add users for rbbitmq: config/rabbitmq/rabbitmq.conf

Edit config files in config directory

Logging

Logs saved in logs directory.