Specify chunks in bytes
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Description
Is your feature request related to a problem?
I'm playing around with xarray performance and would like a way to easily tweak chunk sizes. I'm able to do this by backing out what xarray chooses in an open_zarr call and then provide the right chunks= argument. I'll admit though that I wouldn't mind giving Xarray a value like "1 GiB" though and having it use that when determining "auto" chunk sizes.
Dask array does this in two ways. We can provide a value in chunks as like the following:
x = da.random.random(..., chunks="1 GiB")
We also refer to a value in Dask config
In [1]: import dask
In [2]: dask.config.get("array.chunk-size")
Out[2]: '128MiB'
This is not very important (I'm unblocked) but I thought I'd mention it in case someone is looking for some fun work 🙂
Describe the solution you'd like
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Describe alternatives you've considered
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Additional context
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Contributor guide
First steps
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Research direction
Start by tracing xarray's open_zarr chunks= handling and the auto chunk-size path, then compare the requested byte-size syntax with Dask array chunks and the dask.config array.chunk-size setting. Done means users can provide a value such as "1 GiB" when determining automatic chunk sizes, with coverage for the supported behavior.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data, performance
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100