JuliaDataCubes / JuliaDataCubes/YAXArrays.jl
mapslices on a Dataset returns a wrong cube
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Description
Running mapslices on a Dataset should return another Dataset, instead it returns an odd cube:
using YAXArrays
a = YAXArray(ones(10,10,10))
b = YAXArray(ones(10,10,10))
c = YAXArray(ones(10,10,10))
axes = Dict(:Dim_1 => a.axes[1], :Dim_2 => a.axes[2], :Dim_3 => a.axes[3])
dataset = Dataset(Dict(:a => a, :b => b, :c => c), test_axes, Dict("test" => "test"))
slice = mapslices(mean, dataset; dims="Dim_1")
println(slice)
I expect a dataset to be returned with the correct variables, instead I get this cube:
YAXArray with the following dimensions
OutAxis1 Axis with 10 Elements from 1 to 10
Dim_2 Axis with 10 Elements from 1 to 10
Dim_3 Axis with 10 Elements from 1 to 10
Total size: 7.81 KB
In addition to the following warning:
[ Info: Found multiple matching axes for output dimension 1
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reproducing the mapslices(mean, dataset; dims="Dim_1") example from the issue and inspect the Dataset and mapslices entry points involved. The fix is complete when the operation returns a Dataset with the expected variables and dimensions without the multiple-matching-axes warning.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- data
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100