4 posts
Xarray introduces SeasonGrouper and SeasonResampler, two new Grouper objects that enable custom, overlapping, and variable-length seasonal aggregations without workarounds.
Forward Deployed Engineer
Xarray's labeled, multidimensional data structures can solve common pain points in biological data analysis, from tracking microscopy metadata to managing complex genomic datasets. Adoption has been limited by awareness, technical rough edges, and lack of tool integration, but the community is actively working to change that.
Xarray Community Developer
Icechunk stores versioned array data efficiently by never copying or rewriting existing chunks, so each new version only consumes storage for the data that actually changed. Older versions can be expired and garbage-collected when they are no longer needed.
Staff Engineer
Vector data cubes extend the familiar raster data cube concept to geospatial vector data, using arrays indexed by geometries instead of gridded coordinates. The Xvec package brings this capability to Xarray, enabling powerful multidimensional analysis of point, line, and polygon data.
Software Engineer
