Row Formatter Tabulator

The tool ingests rows as arrays or delimited text and outputs a canonical row schema. It applies per-column format rules, trims whitespace, casts to types (string, int, float, boolean, date), and formats numbers/dates according to locale. It is designed for developers, data engineers, and BI analysts who prepare data for UI grids, APIs, or database loads. Conceptually, it treats each row as a record and transforms each field independently according to a defined schema, then aggregates results into a consistent, export-ready structure. Unique value lies in its explicit, per-column configuration, deterministic results, and multi-format export options without altering underlying data semantics. Use cases include ETL pre-processing, data validation, and producing grid-ready payloads. Core features include delimiter configuration, explicit schemas, conditional transforms, and diagnostics for errors, with modes for strict or permissive operation. Outputs support JSON objects and delimited text formats, enabling seamless downstream consumption by dashboards, data warehouses, or service layers.