tutorial sagemaker configuration

life-cycle-configuration.sh

#!/bin/bash
sudo -u ec2-user -i <<'EOF'

cd ~
wget https://autogluon.s3-us-west-2.amazonaws.com/autogluon_tutorial/build_contrib.yml

conda env create --name autogluon -f build_contrib.yml
wget https://autogluon.s3-us-west-2.amazonaws.com/autogluon_tutorial/prefetch.py

source activate autogluon

pip install https://autogluon.s3-us-west-2.amazonaws.com/autogluon_tutorial/autogluon-0.0.4-py3-none-any.whl


python prefetch.py

source deactivate

cd ~/SageMaker && wget https://autogluon.s3-us-west-2.amazonaws.com/autogluon_tutorial/notebooks.zip && unzip notebooks.zip
rm -rf __MACOSX
rm notebooks.zip

EOF