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add single-path slurm annotation prep workflow#21

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bw4sz merged 3 commits into
mainfrom
add-empty-frame-observation-table
Apr 25, 2026
Merged

add single-path slurm annotation prep workflow#21
bw4sz merged 3 commits into
mainfrom
add-empty-frame-observation-table

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@bw4sz bw4sz commented Apr 24, 2026

Introduce manifest-based refresh modes in prepare_USGS and add one submit script that runs shard refresh then final prepare, so stale split_raster work is parallelized without rerunning up-to-date crops.

Made-with: Cursor

bw4sz added 3 commits April 24, 2026 09:39
Introduce manifest-based refresh modes in prepare_USGS and add one submit script that runs shard refresh then final prepare, so stale split_raster work is parallelized without rerunning up-to-date crops.

Made-with: Cursor
Use ProcessPoolExecutor for Stage 0 per-image crops when multiple workers
are available (PREPARE_USGS_CROP_WORKERS or SLURM_CPUS_PER_TASK). Add a
minimal sbatch wrapper that allocates cpus-per-task and runs prepare_USGS.

Made-with: Cursor
@bw4sz bw4sz merged commit f0c7346 into main Apr 25, 2026
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