Data Import

Validate source records and inspect persistence results

Use the configured application import process or the typed insert/update action pipeline. Parse the file, map columns to metadata fields, convert values, validate records, and define duplicate handling. qctl import is not a native CLI command for this release.

Test invalid rows, duplicate keys, empty input, partial success, and retry. Inspect record errors and read persisted values back from the test backend. Preserve a clear report of which rows succeeded so a retry does not silently duplicate data.