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Inspects a data frame (after column mapping) and returns a named logical vector indicating which preprocessing steps can be executed given the columns that are present.

Usage

detect_preprocessing_capabilities(data)

Arguments

data

Data frame after column mapping.

Value

Named logical vector. TRUE means the step can run; FALSE means required inputs are absent and the step will be skipped with a warning.

Details

This is used by run_preprocess() to decide which layers to run and which to skip gracefully.