Validate required fields exist and meet completeness threshold

Validate required fields exist and meet completeness threshold

Usage

validate_required_fields(
  data,
  required_cols,
  stop_on_failure = TRUE,
  allow_na = FALSE,
  min_completeness = 0.8
)

Arguments

data

Data frame.

required_cols

Character vector of required column names.

stop_on_failure

Logical. Stop if validation fails. Default TRUE.

allow_na

Logical. Skip completeness checks if TRUE. Default FALSE.

min_completeness

Numeric (0-1). Minimum completeness required. Default 0.8.

Value

List with validation result details.