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dvc-add:tldr:6a8b2
The command dvc add ${filename}
is used in the Data Version Control (DVC) tool. DVC is an open-source version control system specifically designed for handling large files and machine learning models in a more efficient and reproducible manner.
The dvc add
command is used to add data files to the DVC repository. When you execute this command, DVC will create a placeholder file in the repository with the same name as ${filename}
. This placeholder file is a small, lightweight pointer file that doesn't contain the actual data but tracks its metadata and location.
Later, when you run dvc commit
, the actual data file (${filename}
) will be stored outside of the repository. DVC will associate this data file with the placeholder file created earlier in the repository. This way, the data file is kept out of the version control system, making the repository much lighter.
By using dvc add
and dvc commit
commands, you can efficiently manage and version large data files while only storing the lightweight pointers to the actual data.