Declarative, scheduled refresh pipeline for map data: pull GeoJSON/JSON/CSV from HTTP APIs, files or SQL, transform and validate it, detect real changes with an order-stable content hash, and emit a freshness manifest plus a stale-data badge. Includes a composite GitHub Action that rebuilds only when the data moved.
pythoncligeojsongeospatialscheduled-jobsgisweb-mappingdata-pipelinechange-detectiongithub-actionsdata-freshnessdata-refresh
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Updated
Jul 19, 2026 - Python