Sagemill
Sagemill enables you to run your notebook code 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
