Set default outputs and display schema based on full_response_path
#382
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Outdated suggestions cannot be applied.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.
Description
ML inference processors parse out the response differently depending on if
full_response_path
is true or not. The model interfaces will always include the full path. To help abstract this on the UI, we can implement the same parsing logic to get to the nested model output data whenfull_response_path=false
. This way, it is consistent across the interface, and the configured output map configuration. The path to get such nested data isinference_results[0].output[0].dataAsMap
.More details:
full_response_path=false
. Else, it will not be useful, as the path would always start withinference_results
arr, and users would need to write full JSON path here to get to the nested data they wantfull_response_path
is true/false, respectively.Demo video, showing a model with an output interface. The nested interface in
dataAsMap
includes a singleresponse
field as a string. Whenfull_response_path=false
, we show the model output options in a dropdown, and show the nested interface. Whenfull_response_path=true
, we leave the model output field as freeform text w/ no options, and show the whole nested interface.screen-capture.23.webm
Check List
--signoff
By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
For more information on following Developer Certificate of Origin and signing off your commits, please check here.