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Support rechunking to seasonal frequency with SeasonalResampler #10519
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whats-new.rst
api.rst
users could not use
SeasonResampler
for chunking operations in xarray, despite it being a natural fit for seasonal data analysis. When attemptingds.chunk(time=SeasonResampler(["DJF", "MAMJ", "JAS", "ON"]))
, users encountered obscure errors because the chunking logic was hardcoded to only work withTimeResampler
objects. This limitation prevented efficient seasonal analysis workflows and forced users to use workarounds or manual chunking strategies.Now Added a generalized chunking approach by adding a
resolve_chunks
method to theResampler
base class and updating the chunking logic to work with allResampler
objects, not justTimeResampler
. We also added a_for_chunking
method toSeasonResampler
that ensuresdrop_incomplete=False
during chunking operations to prevent silent data loss. The solution maintains full backward compatibility with existingTimeResampler
functionality while enabling seamless seasonal chunking