JuliaDataCubes / JuliaDataCubes/YAXArrays.jl

make interface for aggregate_diskarray and interpolate_diskarray from DiskArrayEngine

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Dominant language
Julia
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Description

We want to have a high level interface for aggregate_diskarray and interpolate_diskarray from DiskArrayEngine.

  • monthly mean example: aggregate_diskarray(a, mean, :time => yearmonth)
  • make a nicer name than aggregate_diskarray
  • quarter degree to one degree: `aggregate_diskarray(a, mean, :lon=>4, :lat => 4)
  • one grid to another: aggregate_diskarray(a, mean, target_grid)

Similar for interpolate_diskarrays

  • interpolate_diskarrays(a, target_dims=DimTuple, method=Nearest())

These functions should use the diskarrayEngine functions for the data and recompute the dimensions to then wrap everything into a new YAXArray or maybe even make it work for AbstractDimArray.

rebuild(a, data=aggdata, dims=aggdims)

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Research direction

Start by reading the DiskArrayEngine functions aggregate_diskarray and interpolate_diskarrays, then inspect how rebuild wraps data and dimensions. Define the high-level aggregation and interpolation interface, including dimension recomputation and wrapping in a YAXArray or AbstractDimArray; done means the monthly, spatial, grid, and target-dimension examples work.

Written by the indexing model from the issue text.

Assessment

Tech stack
julia
Domain
data
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Mostly clear
Newbie friendliness
38/100

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