README.rst

Sagemill

Sagemill lets you to execute your notebook as SageMaker jobs in the similar way to papermill

Overall features

• parameterize notebooks
• execute notebooks as SageMaker Trainig/Processing Job

Installatioin

$ pip install sagemill

Prerequsites

• Python>=3.5

Required IAM policy

• ecr
  • create-repository
  • get-authorization-token
• sts
  • get-caller-identity
• permission to run Sagemaker jobs
  • write to cloudwatch logs
  • access to some S3 buckets
  • start training/proceessing jobs
  • etc.

Example notebooks

These notebook are assumed to be conda_python3 in SageMaker Notebook instance If you run it on different environments, install conda and run pip install sagemaker

• Training job with tensorflow
• Training job with your own docker image