Clean selected CSV columns and validate the result
clean_csvApply only requested column renames and transformations, then validate the output against schema. Cleanup column names refer to the original headers; schema names refer to the renamed output. Transformations run in listed order. decimal_comma changes only plain numbers such as 12,50; ambiguous grouping stays unchanged. No records or columns are removed. Returned csv_text is UTF-8-compatible with CRLF record endings. One paid operation includes cleanup and validation. Spreadsheet-safe escaping is opt-in and may make numeric negative cells fail numeric validation; inspect the final report before import.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| schema | Yes | ||
| cleanup | Yes | ||
| csv_text | Yes | ||
| delimiter | No | , | |
| request_id | No |