Package co.elastic.clients.elasticsearch.ml

Class TrainedModelInferenceStats

java.lang.Object

co.elastic.clients.elasticsearch.ml.TrainedModelInferenceStats

All Implemented Interfaces:

JsonpSerializable

@JsonpDeserializable
public final class TrainedModelInferenceStats
extends java.lang.Object
implements JsonpSerializable

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	TrainedModelInferenceStats.Builder	Builder for TrainedModelInferenceStats.

Field Summary

Fields

Modifier and Type	Field	Description
static JsonpDeserializer<TrainedModelInferenceStats>	_DESERIALIZER	Json deserializer for TrainedModelInferenceStats

Constructor Summary

Constructors

Constructor	Description
TrainedModelInferenceStats(TrainedModelInferenceStats.Builder builder)
TrainedModelInferenceStats(java.util.function.Function<TrainedModelInferenceStats.Builder,TrainedModelInferenceStats.Builder> fn)

Method Summary

Modifier and Type	Method	Description
long	cacheMissCount()	Required - The number of times the model was loaded for inference and was not retrieved from the cache.
long	failureCount()	Required - The number of failures when using the model for inference.
long	inferenceCount()	Required - The total number of times the model has been called for inference.
long	missingAllFieldsCount()	Required - The number of inference calls where all the training features for the model were missing.
void	serialize(jakarta.json.stream.JsonGenerator generator, JsonpMapper mapper)	Serialize this object to JSON.
protected void	serializeInternal(jakarta.json.stream.JsonGenerator generator, JsonpMapper mapper)
protected static void	setupTrainedModelInferenceStatsDeserializer(DelegatingDeserializer<TrainedModelInferenceStats.Builder> op)
java.lang.String	timestamp()	Required - The time when the statistics were last updated.

Methods inherited from class java.lang.Object

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

Field Details

_DESERIALIZER

public static final JsonpDeserializer<TrainedModelInferenceStats> _DESERIALIZER

Json deserializer for TrainedModelInferenceStats

Constructor Details

TrainedModelInferenceStats

public TrainedModelInferenceStats(TrainedModelInferenceStats.Builder builder)

TrainedModelInferenceStats

public TrainedModelInferenceStats(java.util.function.Function<TrainedModelInferenceStats.Builder,TrainedModelInferenceStats.Builder> fn)

Method Details

failureCount

public long failureCount()

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

API name: failure_count

inferenceCount

public long inferenceCount()

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

cacheMissCount

public long cacheMissCount()

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, then the cache is not being appropriately used. This can be solved by increasing the cache size or its time-to-live (TTL). See General machine learning settings for the appropriate settings.

API name: cache_miss_count

missingAllFieldsCount

public long missingAllFieldsCount()

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

API name: missing_all_fields_count

timestamp

public java.lang.String timestamp()

Required - The time when the statistics were last updated.

API name: timestamp

serialize

public void serialize(jakarta.json.stream.JsonGenerator generator,
JsonpMapper mapper)

Serialize this object to JSON.

Specified by:

serialize in interface JsonpSerializable

serializeInternal

protected void serializeInternal(jakarta.json.stream.JsonGenerator generator,
JsonpMapper mapper)

setupTrainedModelInferenceStatsDeserializer

protected static void setupTrainedModelInferenceStatsDeserializer(DelegatingDeserializer<TrainedModelInferenceStats.Builder> op)