public class ModelInfo implements Serializable
Google BigQuery ML model information. Models are not created directly via the API, but by issuing
a CREATE MODEL query.
See Also: CREATE MODEL statement
Inheritance
Object >
ModelInfo
Static Methods
newBuilder(ModelId modelId)
public static ModelInfo.Builder newBuilder(ModelId modelId)
Returns a builder for a ModelInfo object given table identity.
Parameter
Name Description
modelIdModelId
of(ModelId modelId)
public static ModelInfo of(ModelId modelId)
Returns a ModelInfo object given table identity.
Parameter
Name Description
modelIdModelId
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter
Name Description
objObject
Overrides
getCreationTime()
public Long getCreationTime()
Returns the time when this model was created, in milliseconds since the epoch.
Returns
Type Description
Long
getDescription()
public String getDescription()
Returns the user description of the model.
Returns
Type Description
String
getEncryptionConfiguration()
public EncryptionConfiguration getEncryptionConfiguration()
getEtag()
Returns the hash of the model resource.
Returns
Type Description
String
getExpirationTime()
public Long getExpirationTime()
Returns this this model expires, in milliseconds since the epoch. If not present, the model
will persist indefinitely. Expired models will be deleted.
Returns
Type Description
Long
getFeatureColumns()
public ImmutableList<StandardSQLField> getFeatureColumns()
Beta
This feature is covered by the Pre-GA Offerings Terms of the Terms of Service. Pre-GA libraries might have limited support, and changes to pre-GA libraries might not be compatible with other pre-GA versions. For more information, see the launch stage descriptions.
Returns information about the feature columns for this model.
Returns
Type Description
com.google.common.collect.ImmutableList <StandardSQLField >
getFriendlyName()
public String getFriendlyName()
Returns the user-friendly name for the model.
Returns
Type Description
String
getLabelColumns()
public ImmutableList<StandardSQLField> getLabelColumns()
Beta
This feature is covered by the Pre-GA Offerings Terms of the Terms of Service. Pre-GA libraries might have limited support, and changes to pre-GA libraries might not be compatible with other pre-GA versions. For more information, see the launch stage descriptions.
Returns information about the label columns for this model.
Returns
Type Description
com.google.common.collect.ImmutableList <StandardSQLField >
getLabels()
public Map<String,String> getLabels()
Returns a map for labels applied to the model.
getLastModifiedTime()
public Long getLastModifiedTime()
Returns the time when this table was last modified, in milliseconds since the epoch.
Returns
Type Description
Long
getLocation()
public String getLocation()
Returns a location of the model.
Returns
Type Description
String
getModelId()
public ModelId getModelId()
Returns the model identity.
getModelType()
public String getModelType()
Returns the type of the ML model.
Returns
Type Description
String
getTrainingRuns()
public ImmutableList<TrainingRun> getTrainingRuns()
Beta
This feature is covered by the Pre-GA Offerings Terms of the Terms of Service. Pre-GA libraries might have limited support, and changes to pre-GA libraries might not be compatible with other pre-GA versions. For more information, see the launch stage descriptions.
Returns metadata about each training run iteration.
Returns
Type Description
com.google.common.collect.ImmutableList <com.google.api.services.bigquery.model.TrainingRun >
hashCode()
Returns
Type Description
int
Overrides
toBuilder()
public ModelInfo.Builder toBuilder()
toString()
Returns
Type Description
String
Overrides
