mark certainty=0 for  
Check                │ rqwTDv3Op63k
Don't Know           │ e-bBi7tasfya
Question             │ lR6WEIWL5CUE
mark certainty = 100 for
  │ Fake Kiwi            │ -6ghUwAPNQ2J │
  │ Haast Tokoeka        │ ANhV8iZPfIh8 │
  │ Kiwi                 │ 7LNNjRcptMev │
  │ Korero Gecko         │ YPFfCCNvDuuK │
  │ Rowi                 │ fDGmXv9c6xEn │
  │ S. Fiordland Tokoeka │ jqEQrViqRFFX │
mark all call types 100 certain
check bulk import gets stdout, stderr right
(base) skraak ➤ ./skraak import bulk --db ./db/skraak.duckdb --dataset la-JpAf2nLKG --csv "/media/david/Misc-2/Manu o Kahurangi kiwi survey (10)/NEW - MOK kiwi survey 20260306/import.csv" --log "/media/david/Misc-2/Manu o Kahurangi kiwi survey (10)/NEW - MOK kiwi survey 20260306/bulk_import.log"
Starting bulk import...
  Database: ./db/skraak.duckdb
  Dataset:  la-JpAf2nLKG
  CSV:      /media/david/Misc-2/Manu o Kahurangi kiwi survey (10)/NEW - MOK kiwi survey 20260306/import.csv
  Log:      /media/david/Misc-2/Manu o Kahurangi kiwi survey (10)/NEW - MOK kiwi survey 20260306/bulk_import.log
Monitor progress: tail -f /media/david/Misc-2/Manu o Kahurangi kiwi survey (10)/NEW - MOK kiwi survey 20260306/bulk_import.log
{
  "total_locations": 39,
  "clusters_created": 39,
  "clusters_existing": 0,
  "total_files_scanned": 24590,
  "files_imported": 24583,
  "files_duplicate": 1,
  "files_error": 6,
  "processing_time": "1h49m40.555152942s"
}

#######################################

# prepare .data files for import skill
get summary
look at species and call types
check they match db
generate a dated json call mapping
# import segments cmd
operates on 1 folder
get list of files with segments
check segments are valid
apply call mapping
hash files using existing util 
label id
write file hash to file metadata: "skraak_hash" : xxh64 hash
write label id to label metadata: "skraak_label_id" : 21 using existing util
Invariants
- operates on 1 folder
- all certainty scores (for label label_subtype) must not be null
- label_mapping.json is required and must validate (input .data => db species and calltype)
- All file hashes in the import must already exist in db
- All included files must have no existing labels in db
- All labels and label_subtypes must already exist in species and call_type

we need to write a new skill. in order to import .data files from a folder
  into the skraak db, we need to make sure the species and calltype map to
  label and label_subtype in the db (ie a valid species and for that species
  calltype). this involves running $skraak calls summarise --folder
  ./recordings | jq 'del(.segments)' then mapping existing specier and call
  types to db species and call types, outputting json, with user input as
  required. As below. ie existing => db mapping
{
    "Morepork": {
      "name": "morepo1"
    },
    "Kiwi": {
      "name": "sobkiwi1",
      "calltypes": {
        "M": "Male",
        "F": "Female",
        "D": "Duet"
      }
    }
  }