Class DataPreProcessingConfiguration
- All Implemented Interfaces:
Serializable
,SdkPojo
,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:
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Nested Class Summary
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Method Summary
Modifier and TypeMethodDescriptionbuilder()
final boolean
final boolean
equalsBySdkFields
(Object obj) Indicates whether some other object is "equal to" this one by SDK fields.final <T> Optional
<T> getValueForField
(String fieldName, Class<T> clazz) final int
hashCode()
static Class
<? extends DataPreProcessingConfiguration.Builder> final TargetSamplingRate
The sampling rate of the data after post processing by Amazon Lookout for Equipment.final String
The sampling rate of the data after post processing by Amazon Lookout for Equipment.Take this object and create a builder that contains all of the current property values of this object.final String
toString()
Returns a string representation of this object.Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy
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Method Details
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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 PT1HIf the service returns an enum value that is not available in the current SDK version,
targetSamplingRate
will returnTargetSamplingRate.UNKNOWN_TO_SDK_VERSION
. The raw value returned by the service is available fromtargetSamplingRateAsString()
.- 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:
-
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 PT1HIf the service returns an enum value that is not available in the current SDK version,
targetSamplingRate
will returnTargetSamplingRate.UNKNOWN_TO_SDK_VERSION
. The raw value returned by the service is available fromtargetSamplingRateAsString()
.- 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:
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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 interfaceToCopyableBuilder<DataPreProcessingConfiguration.Builder,
DataPreProcessingConfiguration> - Returns:
- a builder for type T
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builder
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serializableBuilderClass
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hashCode
public final int hashCode() -
equals
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equalsBySdkFields
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 anSdkPojo
class, and is generated based on a service model.If an
SdkPojo
class does not have any inherited fields,equalsBySdkFields
andequals
are essentially the same.- Specified by:
equalsBySdkFields
in interfaceSdkPojo
- Parameters:
obj
- the object to be compared with- Returns:
- true if the other object equals to this object by sdk fields, false otherwise.
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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. -
getValueForField
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sdkFields
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