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Hi Aron,
There is an implementation of nanpercentile for ndarray in xclim[0]. See
`calc_perc`[1]
Bear in mind it's not exposed in the public API, so I would only use it as an
example implementation.
You may also find a performance script and report (quite poorly written, sorry)
on a gist[2]. I'