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
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Constructor Summary
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Method Summary
Modifier and TypeMethodDescriptionbuild()
Builds aTrainedModelInferenceStats
.cacheMissCount
(int value) Required - The number of times the model was loaded for inference and was not retrieved from the cache.failureCount
(int value) Required - The number of failures when using the model for inference.inferenceCount
(int value) Required - The total number of times the model has been called for inference.missingAllFieldsCount
(int value) Required - The number of inference calls where all the training features for the model were missing.protected TrainedModelInferenceStats.Builder
self()
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
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Constructor Details
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Builder
public Builder()
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Method Details
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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 theinference_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
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failureCount
Required - The number of failures when using the model for inference.API name:
failure_count
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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
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missingAllFieldsCount
Required - The number of inference calls where all the training features for the model were missing.API name:
missing_all_fields_count
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timestamp
Required - The time when the statistics were last updated.API name:
timestamp
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self
- Specified by:
self
in classWithJsonObjectBuilderBase<TrainedModelInferenceStats.Builder>
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build
Builds aTrainedModelInferenceStats
.- Specified by:
build
in interfaceObjectBuilder<TrainedModelInferenceStats>
- Throws:
NullPointerException
- if some of the required fields are null.
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