software.amazon.awssdk.services.lookoutequipment.model

Class DataPreProcessingConfiguration

java.lang.Object

software.amazon.awssdk.services.lookoutequipment.model.DataPreProcessingConfiguration

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<DataPreProcessingConfiguration.Builder,DataPreProcessingConfiguration>

@Generated(value="software.amazon.awssdk:codegen")
public final class DataPreProcessingConfiguration
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<DataPreProcessingConfiguration.Builder,DataPreProcessingConfiguration>

The configuration is the TargetSamplingRate, which is the sampling rate of the data after post processing by Amazon Lookout for Equipment. For example, if you provide data that has been collected at a 1 second level and you want the system to resample the data at a 1 minute rate before training, the TargetSamplingRate is 1 minute.

When providing a value for the TargetSamplingRate, you must attach the prefix "PT" to the rate you want. The value for a 1 second rate is therefore PT1S, the value for a 15 minute rate is PT15M, and the value for a 1 hour rate is PT1H

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	DataPreProcessingConfiguration.Builder

Method Summary

Modifier and Type	Method and Description
static DataPreProcessingConfiguration.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
List<SdkField<?>>	sdkFields()
static Class<? extends DataPreProcessingConfiguration.Builder>	serializableBuilderClass()
TargetSamplingRate	targetSamplingRate() The sampling rate of the data after post processing by Amazon Lookout for Equipment.
String	targetSamplingRateAsString() The sampling rate of the data after post processing by Amazon Lookout for Equipment.
DataPreProcessingConfiguration.Builder	toBuilder()
String	toString() Returns a string representation of this object.

Methods inherited from class java.lang.Object

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

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

targetSamplingRate

public final TargetSamplingRate targetSamplingRate()

The sampling rate of the data after post processing by Amazon Lookout for Equipment. For example, if you provide data that has been collected at a 1 second level and you want the system to resample the data at a 1 minute rate before training, the TargetSamplingRate is 1 minute.

When providing a value for the TargetSamplingRate, you must attach the prefix "PT" to the rate you want. The value for a 1 second rate is therefore PT1S, the value for a 15 minute rate is PT15M, and the value for a 1 hour rate is PT1H

If the service returns an enum value that is not available in the current SDK version, targetSamplingRate will return TargetSamplingRate.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from targetSamplingRateAsString().

Returns:

The sampling rate of the data after post processing by Amazon Lookout for Equipment. For example, if you provide data that has been collected at a 1 second level and you want the system to resample the data at a 1 minute rate before training, the TargetSamplingRate is 1 minute.

When providing a value for the TargetSamplingRate, you must attach the prefix "PT" to the rate you want. The value for a 1 second rate is therefore PT1S, the value for a 15 minute rate is PT15M, and the value for a 1 hour rate is PT1H

See Also:

TargetSamplingRate

targetSamplingRateAsString

public final String targetSamplingRateAsString()

The sampling rate of the data after post processing by Amazon Lookout for Equipment. For example, if you provide data that has been collected at a 1 second level and you want the system to resample the data at a 1 minute rate before training, the TargetSamplingRate is 1 minute.

When providing a value for the TargetSamplingRate, you must attach the prefix "PT" to the rate you want. The value for a 1 second rate is therefore PT1S, the value for a 15 minute rate is PT15M, and the value for a 1 hour rate is PT1H

If the service returns an enum value that is not available in the current SDK version, targetSamplingRate will return TargetSamplingRate.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from targetSamplingRateAsString().

Returns:

The sampling rate of the data after post processing by Amazon Lookout for Equipment. For example, if you provide data that has been collected at a 1 second level and you want the system to resample the data at a 1 minute rate before training, the TargetSamplingRate is 1 minute.

When providing a value for the TargetSamplingRate, you must attach the prefix "PT" to the rate you want. The value for a 1 second rate is therefore PT1S, the value for a 15 minute rate is PT15M, and the value for a 1 hour rate is PT1H

See Also:

TargetSamplingRate

toBuilder

public DataPreProcessingConfiguration.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<DataPreProcessingConfiguration.Builder,DataPreProcessingConfiguration>

builder

public static DataPreProcessingConfiguration.Builder builder()

serializableBuilderClass

public static Class<? extends DataPreProcessingConfiguration.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)

Specified by:

equalsBySdkFields in interface SdkPojo

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