Wandb Artifacts

All the methods listed in https://docs.wandb.ai/ref/python/artifact can be used by passing a WandbArtifact instance as the first argument. Additionally, log should be used instead of log_artifact function.

NOTE: These functions are not exported. So use them as Wandb.<function>(::WandbArtifact, ...)

Example Usage:

using Wandb

lg = WandbLogger(project = "Wandb.jl")
wa = WandbArtifact("some-dataset", type = "dataset")
Wandb.add_file(wa, "a.txt")

Wandb.log(lg, wa)

close(lg)

When uploading large artifacts it might be difficult to verify if the files are actually being uploaded or if the code is just stuck. Run the following in your terminal replacing $WANDB_DIR with the path to the local wandb directory:

tail -f $WANDB_DIR/latest_run/debug-internal.log

If you have another wandb run started after this, you need to modify the path accordingly.