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We've decided not do this and to use Beam via pangeo-forge-recipes. The question that remains is which Beam Runner to use (dask, spark or flink). The dask runner is the newest and therefore likely quite buggy, but we'll try it first before exploring the other options if need be.
On JASMIN to start with
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