99% of the time should use cloud-based storage. MinIO is a good option for local development.
docker run \
-p 9000:9000 \
-p 9001:9001 \
--user $(id -u):$(id -g) \
--name minio1 \
-e "MINIO_ROOT_USER=ROOTUSER" \
-e "MINIO_ROOT_PASSWORD=CHANGEME123" \
-v ${HOME}/minio/data:/data \
quay.io/minio/minio server /data --console-address ":9001"Main dependency is deltalake which is a wrapper around python-rs
Install using requirements.txt