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README.md

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DVC

  1. Installation
  2. Initialization
dvc init
git commit -m "initialize dvc"
  1. Set remote
  • create S3 bucket
  • create IAM user with programmatic access and AmazonS3FullAccess permission
  • (install and) configure aws cli
  • dvc remote add -d s3remote s3://mybucket/path
  • commit changes
git add .dvc/config
git commit -m "configure dvc"
  1. Track data
dvc add data/iris.data
git add data/iris.data.dvc data/.gitignore
git commit -m "add data"
dvc push
  1. Get data from remote
dvc pull
  1. More info

pre-commit

pre-commit is already included in requirements.txt - after installing requirements run pre-commit install to activate