Run SageMaker Job like Papermil
Project description
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
Project details
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