[7.x][ML] ML Model Inference Ingest Processor (#49052)#49257
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benwtrent merged 2 commits intoelastic:7.xfrom Nov 18, 2019
Merged
[7.x][ML] ML Model Inference Ingest Processor (#49052)#49257benwtrent merged 2 commits intoelastic:7.xfrom
benwtrent merged 2 commits intoelastic:7.xfrom
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* [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)
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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)