prepare_candidates <- function(path_officers = "../data-prep/officers", report_list = tar_read(report_list)) {
  officers_pq <- prep_open_dataset(path_officers)

  officers <- officers_pq |> filter(type == "Candidate") |> collect()

  officers |>
    filter(!is.na(name)) |>
    mutate(
      name_display = name,
      name = toupper(name)
    ) |>
    distinct(sboe_id, name, .keep_all = TRUE) |>
    semi_join(report_list, by = "report_id")
}