Allow logging to remote artifact location #55
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
|
@characat0 thanks for your contribution. I performed some research and it's interesting that the artifact API is hidden from users. I'm preparing a new major update to this package in this branch. If you are able, please adapt your changes to that specific branch. Interesting info: https://github.com/mlflow/mlflow/blob/master/mlflow/server/handlers.py#L2168 |
5 tasks
|
Given that the PR you mentioned is quite big, do you think it's better to wait until it's merged and then create another PR? |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This PR aims to enable support for logging artifacts into remote servers.
Since mlflow v2, servers use proxy artifact stores by default. We can use the
artifact_urifield of the mlflow run to identify server that support this feature and perform a PUT request to upload the artifacts.