DataPreProcessingConfiguration
¶
Used by
-
AsyncLookoutEquipmentClient Operationscreate_model -
LookoutEquipmentClient Operationscreate_model
Source code in docs_src/capo_lookoutequipment/types/data_pre_processing_configuration.py
target_sampling_rate
instance-attribute
¶
target_sampling_rate: NotRequired[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