[7.x][ML] ML Model Inference Ingest Processor (#49052) #49257
Merged
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
* [ML][Inference] adds lazy model loader and inference (elastic#47410) This adds a couple of things: - A model loader service that is accessible via transport calls. This service will load in models and cache them. They will stay loaded until a processor no longer references them - A Model class and its first sub-class LocalModel. Used to cache model information and run inference. - Transport action and handler for requests to infer against a local model Related Feature PRs: * [ML][Inference] Adjust inference configuration option API (elastic#47812) * [ML][Inference] adds logistic_regression output aggregator (elastic#48075) * [ML][Inference] Adding read/del trained models (elastic#47882) * [ML][Inference] Adding inference ingest processor (elastic#47859) * [ML][Inference] fixing classification inference for ensemble (elastic#48463) * [ML][Inference] Adding model memory estimations (elastic#48323) * [ML][Inference] adding more options to inference processor (elastic#48545) * [ML][Inference] handle string values better in feature extraction (elastic#48584) * [ML][Inference] Adding _stats endpoint for inference (elastic#48492) * [ML][Inference] add inference processors and trained models to usage (elastic#47869) * [ML][Inference] add new flag for optionally including model definition (elastic#48718) * [ML][Inference] adding license checks (elastic#49056) * [ML][Inference] Adding memory and compute estimates to inference (elastic#48955)
Collaborator
|
Pinging @elastic/ml-core (:ml) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
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Outdated suggestions cannot be applied.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 adds a couple of things:
Related Feature PRs:
[ML][Inference] Adjust inference configuration option API ([ML][Inference] Adjust inference configuration option API #47812)
[ML][Inference] adds logistic_regression output aggregator ([ML][Inference] adds logistic_regression output aggregator #48075)
[ML][Inference] Adding read/del trained models ([ML][Inference] Adding read/del trained models #47882)
[ML][Inference] Adding inference ingest processor ([ML][Inference] Adding inference ingest processor #47859)
[ML][Inference] fixing classification inference for ensemble ([ML][Inference] fixing classification inference for ensemble #48463)
[ML][Inference] Adding model memory estimations ([ML][Inference] Adding model memory estimations #48323)
[ML][Inference] adding more options to inference processor ([ML][Inference] adding more options to inference processor #48545)
[ML][Inference] handle string values better in feature extraction ([ML][Inference] handle string values better in feature extraction #48584)
[ML][Inference] Adding _stats endpoint for inference ([ML][Inference] Adding _stats endpoint for inference #48492)
[ML][Inference] add inference processors and trained models to usage ([ML][Inference] add inference processors and trained models to usage #47869)
[ML][Inference] add new flag for optionally including model definition ([ML][Inference] add new flag for optionally including model definition #48718)
[ML][Inference] adding license checks ([ML][Inference] adding license checks #49056)
[ML][Inference] Adding memory and compute estimates to inference ([ML][Inference] Adding memory and compute estimates to inference #48955)