iesahin / xvc

A robust (🐢) and fast (🐇) MLOps tool for managing data and pipelines in Rust (🦀)

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Write doc section: Xvc for DVC Users

iesahin opened this issue · comments

What are the similarities?

  • Purpose
  • Git

What are the differences?

  • No extra files in the workspace
  • Pipelines are not defined with YAML
  • CLI is different (dvc add -> xvc file track ...)
  • Some concepts are named differently (pipeline stages -> steps, remotes -> storages)

What's missing from DVC?

  • More dependency types
  • Ability to run pipeline elements in parallel
  • Possibly different digest algorithms
  • Possible to have different cache-types for different files

What's missing from Xvc?

  • experiments

Closed by #181