Class DataQualityBaselineConfig

java.lang.Object
software.amazon.awssdk.services.sagemaker.model.DataQualityBaselineConfig
All Implemented Interfaces:
Serializable, SdkPojo, ToCopyableBuilder<DataQualityBaselineConfig.Builder,DataQualityBaselineConfig>
@Generated("software.amazon.awssdk:codegen") public final class DataQualityBaselineConfig extends Object implements SdkPojo, Serializable, ToCopyableBuilder<DataQualityBaselineConfig.Builder,DataQualityBaselineConfig>

Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

See Also:

  • Method Details

    • baseliningJobName

      public final String baseliningJobName()

      The name of the job that performs baselining for the data quality monitoring job.

      Returns:
      The name of the job that performs baselining for the data quality monitoring job.

    • constraintsResource

      public final MonitoringConstraintsResource constraintsResource()
      Returns the value of the ConstraintsResource property for this object.
      Returns:
      The value of the ConstraintsResource property for this object.

    • statisticsResource

      public final MonitoringStatisticsResource statisticsResource()
      Returns the value of the StatisticsResource property for this object.
      Returns:
      The value of the StatisticsResource property for this object.

    • toBuilder

      public DataQualityBaselineConfig.Builder toBuilder()
      Description copied from interface: ToCopyableBuilder
      Take this object and create a builder that contains all of the current property values of this object.
      Specified by:
      toBuilder in interface ToCopyableBuilder<DataQualityBaselineConfig.Builder,DataQualityBaselineConfig>
      Returns:
      a builder for type T

    • builder

      public static DataQualityBaselineConfig.Builder builder()

    • serializableBuilderClass

      public static Class<? extends DataQualityBaselineConfig.Builder> serializableBuilderClass()

    • hashCode

      public final int hashCode()
      Overrides:
      hashCode in class Object

    • equals

      public final boolean equals(Object obj)
      Overrides:
      equals in class Object

    • equalsBySdkFields

      public final boolean equalsBySdkFields(Object obj)
      Description copied from interface: SdkPojo
      Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in an SdkPojo class, and is generated based on a service model.

      If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

      Specified by:
      equalsBySdkFields in interface SdkPojo
      Parameters:
      obj - the object to be compared with
      Returns:
      true if the other object equals to this object by sdk fields, false otherwise.

    • toString

      public final String toString()
      Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
      Overrides:
      toString in class Object

    • getValueForField

      public final <T> Optional<T> getValueForField(String fieldName, Class<T> clazz)

    • sdkFields

      public final List<SdkField<?>> sdkFields()
      Specified by:
      sdkFields in interface SdkPojo
      Returns:
      List of SdkField in this POJO. May be empty list but should never be null.

    • sdkFieldNameToField

      public final Map<String,SdkField<?>> sdkFieldNameToField()
      Specified by:
      sdkFieldNameToField in interface SdkPojo
      Returns:
      The mapping between the field name and its corresponding field.