Improve the filter stage during job preparation, fix for large capture sets#1322

Merged

mihow merged 11 commits into

mainfrom

fix/filter-processed-images-bulk-1321

May 29, 2026

Commits on May 27, 2026

perf(ml): bulk-query filter_processed_images to fix Collect-stage stall

mihow
and
claude
committed
fix(ml): strip default ordering, dedupe null-bbox check, rename batch dicts

mihow
and
claude
committed
perf(ml): prefetch deployment + data_source in collect_images

mihow
and
claude
committed
perf(ml): call image.url() once per image in queue_images_to_nats

mihow
and
claude
committed
perf(ml): fanout NATS publishes in queue_images_to_nats

mihow
and
claude
committed
feat(ml): emit throttled Collect-stage progress in filter_processed_images

mihow
and
claude
committed
fix(ml): address Copilot review nits in filter_processed_images

mihow
and
claude
committed
refactor(ml): expose ensure_job_resources public wrapper on TaskQueueManager

mihow
and
claude
committed

Commits on May 28, 2026