dvc
https://github.com/iterative/dvc
Python
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
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- Issues
- queue status: unexpected error - invalid commit
- dvc exp run --temp: Collecting files and computing hashes takes a lot of time
- 140-stage DVC pipeline hard to work with
- dvc remove --force
- dvc exp show: External s3 address not properly shown
- fetch/push/status: not handling config from other revisions
- dvc pull: fails with `PermissionError: [WinError 32]`
- pull: clones repositories for imported files
- dvc.api.params_show: LockError: Unable to acquire lock - when running multiple processes with `torchrun`
- checkout and fetch: .dvc stages are not resolved correctly when using --with-deps
- Docs
- Python not yet supported