8000 Use computePixels endpoint to extract data without going through an export · Issue #17 · water3d/eedl · GitHub
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Use computePixels endpoint to extract data without going through an export #17

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nickrsan opened this issue Aug 8, 2023 · 0 comments

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@nickrsan
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nickrsan commented Aug 8, 2023

Earth Engine now has a computePixels endpoint, which supports parallel requests via, e.g. threads and Dask, and where we could obtain image data directly into something like an XArray DataArray. This saves the need to configure exports, and we could write tiles directly to our location of choice rather than a formal export through someone's account. We'd need to do some work to make the requests and tile them, most likely (they'd need to give an ROI, I think), and for small requests, tile in memory and larger ones, tile with GDAL.

See this page for docs: https://developers.google.com/earth-engine/guides/data_extraction#getting-image-data-from-computed-images

This would be an advanced feature, but something pretty awesome to have. We may just want a feature that makes retrieval over this endpoint more generic and easier to use and include that either as a separate simple library or as a feature within this one, then we can work on integrating it for actual downloads later. We'd likely want to make the class-based downloads backend happen first

@nickrsan nickrsan converted this from a draft issue Aug 8, 2023
@nickrsan nickrsan moved this to 📋 Backlog in EEDL Development Oct 19, 2023
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