Skip to main content
Darpan workflows commonly use structured tabular or JSON-like source data.

General requirements

  • Use stable headers or field names.
  • Keep identifiers as strings when leading zeros or formatting matter.
  • Use consistent date formats within a file.
  • Avoid mixing summary rows with detail rows.
  • Keep one logical record per row when using CSV-like formats.

CSV guidance

Use UTF-8 encoding and a consistent delimiter. If values can contain commas, quote them consistently.

JSON guidance

Use predictable object keys and arrays. Avoid changing object nesting between runs unless the schema is updated with the change.

Troubleshooting

If upload or parse behavior is unexpected, check encoding, delimiters, header names, blank lines, duplicate columns, and field type assumptions first.