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Performance binning 1D data from xarray #31

@rstoneback

Description

@rstoneback

Is your feature request related to a problem? Please describe.
unit tests show that binning 1D data from xarray is quite a bit slower than for pandas.

Describe the solution you'd like
Perform a performance analysis and sort out why.

Describe alternatives you've considered
Leave as is.

Additional context
Add any other context or screenshots about the feature request here.

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