Copy runs from a local repo to a remote repo #2481
Description
I am trying to copy runs from a local repo to a remote one. I am using aim 3.15.2.
Here is the script to reproduce:
import aim
# Source repo
source_repo = aim.Repo("/a/local/aim/path/")
# Destination repo
destination_repo = aim.Repo("aim://11.22.55.88:53800")
# Get the hashes of the runs to transfer
# Here we take all the runs
run_hashes = source_repo.list_all_runs()
# The copy tasks are batched
batch_size = 20
for i in range(0, len(run_hashes), batch_size):
batch_run_hashes = run_hashes[i : i + batch_size]
success, remaining_runs = source_repo.copy_runs(batch_run_hashes, destination_repo)
assert len(remaining_runs) == 0The error is:
Error while trying to copy run '69c5c7754f3941aaa749af5e'. __enter__.
Error while trying to copy run '61aaf5c37bb4463d8b64b694'. __enter__.
Error while trying to copy run '44fcaaa2717e4c2a9c1008b9'. __enter__.
Error while trying to copy run '0435aa6bee654140aec276aa'. __enter__.
Error while trying to copy run '438b0316ab9341fea0c6ba0b'. __enter__.
Error while trying to copy run '1476377bd2fa4a3591583850'. __enter__.
Error while trying to copy run 'e6c68ffa92f94e2f9b48774a'. __enter__.After looking at the code in aim/sdk/repo.py, it turns out for remote repo, the attribute structured_db is set to None.
My questions are:
- Is it indeed the case that the copying runs to a remote repo is not supported? If that's the case, then I would recommend displaying a clear error message.
- Are you planning to support it?
- Can you think of a workaround waiting for a potential fix?
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