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It turns out that we're using GDAL (via gdal3.js) without support for XLS files (it needs to be compiled against FreeXL).
The simplest solution to the problem would be to change the documentation / input formats to no longer support XLS. This seems acceptable to me, given that we support XLSX (for Microsoft users), ODS (for LibreOffice / OpenOffice users) and CSV / TSV.
@rCarto WDYT ? Are you OK for totally removing the (currently broken) support for XLS files ?
Files in XLS format seem to fail to open.
Files in XLSX, ODS or CSV formats are not affected and open correctly.
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