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[SEDONA-549] Make RS_Union_aggr support combining all bands of multi-…
…band rasters (#1375) * Init: move class level members to data buffer * Init: add multi-band support * init: add tests * Add index checks * add tests * fix test * update docs * update docs * fix typo * fix test * update doc example * add comments to doc example * fix lint issue * Update example to show group by geometry, year, quarter
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