Data Versioning Patterns

Expert patterns for reproducible data management with DVC, Delta Lake, and data lineage tracking.

Pattern 1: Git + DVC Workflow

The core pattern: code in Git, data pointers in Git, data bytes in remote storage.

# Initialize DVC in existing Git repo
git init
dvc init
git add .dvc/
git commit -m "chore: initialize DVC"