Add prediction ID to ModelError exception #325
Closed
Conversation
This file contains hidden or 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
Signed-off-by: Rohan Mehta <rohanmehta@fastmail.com>
mattt
added a commit
that referenced
this pull request
Jul 18, 2024
This PR extends #325 to add the prediction object itself to `ModelError`, as opposed to just its ID. This makes it convenient to introspect logs and other information to determine how to handle the failure. ```python import replicate from replicate.exceptions import ModelError try: output = replicate.run("stability-ai/stable-diffusion-3", { "prompt": "..." }) except ModelError as e if "(some known issue)" in e.logs: pass print("Failed prediction: " + e.prediction.id) ``` --------- Signed-off-by: Rohan Mehta <rohanmehta@fastmail.com> Signed-off-by: Mattt Zmuda <mattt@replicate.com> Co-authored-by: Rohan Mehta <rohanmehta@fastmail.com>
|
This is a great idea. Thanks so much for sharing, @rohan-mehta! I took this PR and ran with it a bit in #326. That PR updates This is now available in 0.29.0. |
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Outdated suggestions cannot be applied.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 is useful for debugging. For issue #324.