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Standardize Column Names to Package Convention

Source: R/prep_schema.R
prep_standardize_column_names.Rd

Convenience wrapper around prep_build_column_map() + prep_apply_column_map(). Builds an exact-match map from mapping aliases, optionally extends it with fuzzy matching, then applies the rename in one call.

Usage

prep_standardize_column_names(
  data,
  mapping = default_column_mappings,
  fuzzy_match = TRUE,
  fuzzy_threshold = 0.3,
  interactive = FALSE
)

Arguments

data

A data frame with raw column names.

mapping

Named list of standard_name -> aliases vectors. Default uses default_column_mappings.

fuzzy_match

Logical. Enable fuzzy matching for unresolved standards. Default TRUE.

fuzzy_threshold

Numeric. Max Jaro-Winkler distance (0-1). Default 0.3.

interactive

Logical. Prompt user to confirm fuzzy matches. Default FALSE.

Value

List: data (renamed), mapping_log, unmapped.

Details

For more control (e.g. dataset-specific maps, post-rename assertions) use the staged API directly: prep_build_column_map() -> prep_apply_column_map() -> prep_assert_standard_names().