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Use public Sentinel-2 COGs - #4

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snamber wants to merge 1 commit into
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feature/public-sentinel2-cogs
Open

snamber wants to merge 1 commit into
mainfrom
feature/public-sentinel2-cogs

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@snamber

@snamber snamber commented Sep 21, 2026

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Summary

  • discover Sentinel-2 L2A scenes through Tilebox's open_data.aws_earth.sentinel2 dataset
  • read semantic assets from the public AWS COG archive with Tilebox storage, removing Copernicus credentials and manual JP2 traversal
  • update the Tilebox Python packages to 0.62.0 and use async workflow execution for concurrent band reads
  • preserve the projected 3 km crop footprint when deriving each raster window

Validation

  • uv lock --check
  • uv run ruff check .
  • uv run ruff format --check .
  • uv run ty check
  • uv run python -m compileall -q datacenters
  • WORKFLOW_CACHE_BUCKET='' tilebox workflow build-release --json
  • real AWS COG read: Creekstone scene, 301×301 pixels, 0% invalid data, 0% crop cloud
  • 32 GiB end-to-end smoke job 01a0c448-6a3d-df9e-4cc4-0b3c725f8a44: 5/5 tasks computed, ranking.json produced, Creekstone ranked first with score 90.8151

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