com.google.api.services.bigquery.model

Class MlStatistics

java.lang.Object

java.util.AbstractMap<String,Object>

com.google.api.client.util.GenericData

com.google.api.client.json.GenericJson

com.google.api.services.bigquery.model.MlStatistics

All Implemented Interfaces:

Cloneable, Map<String,Object>

public final class MlStatistics
extends com.google.api.client.json.GenericJson

Job statistics specific to a BigQuery ML training job.

This is the Java data model class that specifies how to parse/serialize into the JSON that is transmitted over HTTP when working with the BigQuery API. For a detailed explanation see: https://developers.google.com/api-client-library/java/google-http-java-client/json

Author:

Google, Inc.

Nested Class Summary

Nested classes/interfaces inherited from class com.google.api.client.util.GenericData

com.google.api.client.util.GenericData.Flags

Nested classes/interfaces inherited from class java.util.AbstractMap

AbstractMap.SimpleEntry<K,V>, AbstractMap.SimpleImmutableEntry<K,V>

Nested classes/interfaces inherited from interface java.util.Map

Map.Entry<K,V>

Constructor Summary

Constructors

Constructor and Description
MlStatistics()

Method Summary

Modifier and Type	Method and Description
MlStatistics	clone()
List<HparamTuningTrial>	getHparamTrials() Output only.
List<IterationResult>	getIterationResults() Results for all completed iterations.
Long	getMaxIterations() Output only.
String	getModelType() Output only.
String	getTrainingType() Output only.
MlStatistics	set(String fieldName, Object value)
MlStatistics	setHparamTrials(List<HparamTuningTrial> hparamTrials) Output only.
MlStatistics	setIterationResults(List<IterationResult> iterationResults) Results for all completed iterations.
MlStatistics	setMaxIterations(Long maxIterations) Output only.
MlStatistics	setModelType(String modelType) Output only.
MlStatistics	setTrainingType(String trainingType) Output only.

Methods inherited from class com.google.api.client.json.GenericJson

getFactory, setFactory, toPrettyString, toString

Methods inherited from class com.google.api.client.util.GenericData

entrySet, equals, get, getClassInfo, getUnknownKeys, hashCode, put, putAll, remove, setUnknownKeys

Methods inherited from class java.util.AbstractMap

clear, containsKey, containsValue, isEmpty, keySet, size, values

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface java.util.Map

compute, computeIfAbsent, computeIfPresent, forEach, getOrDefault, merge, putIfAbsent, remove, replace, replace, replaceAll

Constructor Detail

MlStatistics

public MlStatistics()

Method Detail

getHparamTrials

public List<HparamTuningTrial> getHparamTrials()

Output only. Trials of a [hyperparameter tuning job](https://cloud.google.com/bigquery- ml/docs/reference/standard-sql/bigqueryml-syntax-hp-tuning-overview) sorted by trial_id.

Returns:

value or null for none

setHparamTrials

public MlStatistics setHparamTrials(List<HparamTuningTrial> hparamTrials)

Output only. Trials of a [hyperparameter tuning job](https://cloud.google.com/bigquery- ml/docs/reference/standard-sql/bigqueryml-syntax-hp-tuning-overview) sorted by trial_id.

Parameters:

hparamTrials - hparamTrials or null for none

getIterationResults

public List<IterationResult> getIterationResults()

Results for all completed iterations. Empty for [hyperparameter tuning jobs](https://cloud.google.com/bigquery-ml/docs/reference/standard-sql/bigqueryml-syntax-hp- tuning-overview).

Returns:

value or null for none

setIterationResults

public MlStatistics setIterationResults(List<IterationResult> iterationResults)

Results for all completed iterations. Empty for [hyperparameter tuning jobs](https://cloud.google.com/bigquery-ml/docs/reference/standard-sql/bigqueryml-syntax-hp- tuning-overview).

Parameters:

iterationResults - iterationResults or null for none

getMaxIterations

public Long getMaxIterations()

Output only. Maximum number of iterations specified as max_iterations in the 'CREATE MODEL' query. The actual number of iterations may be less than this number due to early stop.

Returns:

value or null for none

setMaxIterations

public MlStatistics setMaxIterations(Long maxIterations)

Output only. Maximum number of iterations specified as max_iterations in the 'CREATE MODEL' query. The actual number of iterations may be less than this number due to early stop.

Parameters:

maxIterations - maxIterations or null for none

getModelType

public String getModelType()

Output only. The type of the model that is being trained.

Returns:

value or null for none

setModelType

public MlStatistics setModelType(String modelType)

Output only. The type of the model that is being trained.

Parameters:

modelType - modelType or null for none

getTrainingType

public String getTrainingType()

Output only. Training type of the job.

Returns:

value or null for none

setTrainingType

public MlStatistics setTrainingType(String trainingType)

Output only. Training type of the job.

Parameters:

trainingType - trainingType or null for none

set

public MlStatistics set(String fieldName,
                        Object value)

Overrides:

set in class com.google.api.client.json.GenericJson

clone

public MlStatistics clone()

Overrides:

clone in class com.google.api.client.json.GenericJson