HySpex catalog ingestion, parent batching, and campaign monitoring.
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The second day focused on confidence: more route-level tests, better job coverage, and a cleaner split between unit validation and runtime smoke checks.
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FastAPI-mapserver is the service layer that ties together raster ingestion, OGC publishing, background processing, caching, terrain generation, and HySpex catalog workflows in one operational stack.
This project is not just a FastAPI wrapper around a few endpoints. It is the control plane around GeoTIFF datasets, MapServer and MapCache, Celery workers, Redis-backed job state, a built-in frontend, and terrain products that need to stay aligned across API, storage, and deployment.