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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


Download files

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Files for sagemill, version 0.0.1
Filename, size File type Python version Upload date Hashes
Filename, size sagemill-0.0.1-py3-none-any.whl (6.6 kB) File type Wheel Python version py3 Upload date Hashes View
Filename, size sagemill-0.0.1.tar.gz (4.9 kB) File type Source Python version None Upload date Hashes View

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