DVC

1. Installation
2. Initialization

dvc init
git commit -m "initialize dvc"

3. 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"

4. Track data

dvc add data/iris.data
git add data/iris.data.dvc data/.gitignore
git commit -m "add data"
dvc push

5. Get data from remote

dvc pull

6. More info

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pre-commit

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