Before you start
What you need
A valid CSV table and at least one exact source=target mapping.
Developer & Data
Select, reorder, and rename CSV columns with an explicit source-to-target mapping.
No black box
The CSV is parsed and validated first. Each mapping is matched against the exact header name, then rows are serialized with the new unique headers.
Before you start
A valid CSV table and at least one exact source=target mapping.
What you get
A new CSV containing only the selected, renamed columns.
Keep in mind
Header matching is case-sensitive. This tool changes column structure only; it does not transform cell values.
Practical uses
Verified data boundary
The published contract marks these tools as client-only processing. Nirmion uses the API only to confirm that this workspace is enabled in MySQL; source values and results are not sent to Flask.