Package co.elastic.clients.elasticsearch.ml

Class TrainedModelInferenceStats.Builder

java.lang.Object

co.elastic.clients.util.ObjectBuilderBase

co.elastic.clients.util.WithJsonObjectBuilderBase<TrainedModelInferenceStats.Builder>

co.elastic.clients.elasticsearch.ml.TrainedModelInferenceStats.Builder

All Implemented Interfaces:

WithJson<TrainedModelInferenceStats.Builder>, ObjectBuilder<TrainedModelInferenceStats>

Enclosing class:

TrainedModelInferenceStats

public static class TrainedModelInferenceStats.Builder
extends WithJsonObjectBuilderBase<TrainedModelInferenceStats.Builder>
implements ObjectBuilder<TrainedModelInferenceStats>

Builder for TrainedModelInferenceStats.

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
TrainedModelInferenceStats	build()	Builds a TrainedModelInferenceStats.
TrainedModelInferenceStats.Builder	cacheMissCount(int value)	Required - The number of times the model was loaded for inference and was not retrieved from the cache.
TrainedModelInferenceStats.Builder	failureCount(int value)	Required - The number of failures when using the model for inference.
TrainedModelInferenceStats.Builder	inferenceCount(int value)	Required - The total number of times the model has been called for inference.
TrainedModelInferenceStats.Builder	missingAllFieldsCount(int value)	Required - The number of inference calls where all the training features for the model were missing.
protected TrainedModelInferenceStats.Builder	self()
TrainedModelInferenceStats.Builder	timestamp(DateTime value)	Required - The time when the statistics were last updated.

Methods inherited from class co.elastic.clients.util.WithJsonObjectBuilderBase

withJson

Methods inherited from class co.elastic.clients.util.ObjectBuilderBase

_checkSingleUse, _listAdd, _listAddAll, _mapPut, _mapPutAll

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface co.elastic.clients.json.WithJson

withJson, withJson

Constructor Details

Builder

public Builder()

Method Details

cacheMissCount

public final TrainedModelInferenceStats.Builder cacheMissCount(int value)

Required - The number of times the model was loaded for inference and was not retrieved from the cache. If this number is close to the inference_count, the cache is not being appropriately used. This can be solved by increasing the cache size or its time-to-live (TTL). Refer to general machine learning settings for the appropriate settings.

API name: cache_miss_count

failureCount

public final TrainedModelInferenceStats.Builder failureCount(int value)

Required - The number of failures when using the model for inference.

API name: failure_count

inferenceCount

public final TrainedModelInferenceStats.Builder inferenceCount(int value)

Required - The total number of times the model has been called for inference. This is across all inference contexts, including all pipelines.

API name: inference_count

missingAllFieldsCount

public final TrainedModelInferenceStats.Builder missingAllFieldsCount(int value)

Required - The number of inference calls where all the training features for the model were missing.

API name: missing_all_fields_count

timestamp

public final TrainedModelInferenceStats.Builder timestamp(DateTime value)

Required - The time when the statistics were last updated.

API name: timestamp

self

protected TrainedModelInferenceStats.Builder self()

Specified by:

self in class WithJsonObjectBuilderBase<TrainedModelInferenceStats.Builder>

build

public TrainedModelInferenceStats build()

Builds a TrainedModelInferenceStats.

Specified by:

build in interface ObjectBuilder<TrainedModelInferenceStats>

Throws:

java.lang.NullPointerException - if some of the required fields are null.