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batcat's Introduction

BatCat, a cat with a bat face!

GitHub version GitHub PyPI version Python Versions Documentation Status

πŸ˜ΈπŸ˜ΉπŸ˜ΊπŸ˜»πŸ˜ΌπŸ˜½πŸ˜ΎπŸ˜ΏπŸ™€πŸ±

BatCat is designed to help data scientists to practice machine learning operations (MLOps) on Amazon Web Services (AWS).

Services of AWS covered:

  1. AWS Lambda: a serverless, event-driven compute service
  2. AWS S3 (Simple Storage Service): provides object storage service
  3. Amazon Athena: a serverless, interactive query service on S3
  4. Amazon Redshift: a data warehouse product
  5. Amazon SageMaker: a cloud machine-learning platform that enables developers to create, train, and deploy machine-learning models in the cloud.
  6. Elastic Container Registry (ECR): is a fully managed Docker container registry that makes it easy to store, share, and deploy container images.
  7. AWS Step Functions: a low-code, visual workflow service that developers use to build distributed applications, automate IT and business processes, and build data and machine learning pipelines using AWS services.
  8. Secrets Manager: is a secure and convenient storage system for API keys, passwords, certificates, and other sensitive data.

Install

pip install batcat

Story of the BatCat

The package is named after a cat named BatCat, owned by my friend Clara.

License

BatCat is licensed under the MIT License. Β© Contributors, 2024.

batcat's People

Contributors

ewen2015 avatar dependabot[bot] avatar

Stargazers

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Watchers

James Cloos avatar  avatar  avatar

batcat's Issues

Version change request

Hi Ewen,

Thank you for your fast response. Could you please help to change the version of Stepfunctions to newer one? The old one has issues and can't setup network config effectively.
If you don't mind, you could try the dependent package versions I tested, shown as below:
'boto3==1.34.26',
'sagemaker==2.204.0',
'stepfunctions==2.3.0',

And delete the botocore, since the boto3 will include it.

Best Regards,
Nina

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