CurrencyConversion

Currency conversion processing step

SageMaker step type	Processing
Node type	internal (consumes upstream, produces downstream)
Container entry point	currency_conversion.py
Interface file	steps/interfaces/currency_conversion.step.yaml

Compute

Compute kind	sklearn

Functionality

Currency conversion script. Converts monetary values across currencies based on marketplace information and exchange rates.

Inputs (dependencies)

Input	Type	Required	Compatible producers
input_data	processing_output	yes	TabularPreprocessing, ProcessingStep, CradleDataLoading, MissingValueImputation, RiskTableMapping, StratifiedSampling, FeatureSelection

Outputs

Output	Type
processed_data	processing_output

Consumers (downstream steps)

Steps that declare this step as a compatible input source:

• BedrockBatchProcessing

• BedrockProcessing

• LabelRulesetExecution

• LightGBMMTModelEval

• LightGBMMTModelInference

• LightGBMModelEval

• LightGBMModelInference

• ModelMetricsComputation

• PiperMetricGeneration

• PyTorchModelEval

• PyTorchModelInference

• XGBoostModelEval

• XGBoostModelInference

• XgboostMtModelEval

Framework requirements

Package	Version
pandas	>=1.3.0
numpy	>=1.21.0

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