ssh -i <your AWS Pem key file> ubuntu@<aws ip>
sudo apt-get update
sudo apt-get upgrade
# Install GIT
sudo apt-get install git
# Install Anaconda (Miniconda)
wget https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh
bash Miniconda3-latest-Linux-x86_64.sh
# To update the path (Make sure you said Yes when it asked to update path in the Miniconda install steps)
source ~/.bashrc
git clone https://github.com/sampathweb/iris-api.git
cd iris-api-app
python env/create_env.py
source activate env/venv
python env/install_packages.py
python ml_src/build_model.py
python run.py (Confirm that App is running)
sudo apt-get install supervisor
sudo vi /etc/supervisor/conf.d/iris-api.conf
<press i insert mode>
[program:iris-api]
autorestart = true
command = /home/ubuntu/iris-api/env/venv/bin/python /home/ubuntu/iris-api/run.py --debug=False --port=80
numprocs = 1
startsecs = 10
stderr_logfile = /var/log/supervisor/iris-api.log
stdout_logfile = /var/log/supervisor/iris-api.log
environment = PYTHONPATH="/home/ubuntu/iris-api/env/bin/"
<escape :wq>
sudo supervisorctl reload
<Your APP is live now>
-
Open Browser:
http://<AWS IP>(App is Live!) -
Test in Command Line (Optional):
curl -i http://<aws ip address>/api/iris/predict -X POST -d '{ "sepal_length": 2, "sepal_width": 5, "petal_length": 3, "petal_width": 4}'
Congratulations you have deployed your App