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Apache Sedona225k/monthPyPI - Downloads Downloads Docker pulls
Archived GeoSpark releases10k/monthPyPI - DownloadsDownloads

What can Sedona do?

Distributed spatial datasets

  • [x] Spatial RDD on Spark
  • [x] Spatial DataFrame/SQL on Spark
  • [x] Spatial DataStream on Flink
  • [x] Spatial Table/SQL on Flink

Complex spatial objects

  • [x] Vector geometries / trajectories
  • [x] Raster images with Map Algebra
  • [x] Various input formats: CSV, TSV, WKT, WKB, GeoJSON, Shapefile, GeoTIFF, ArcGrid, NetCDF/HDF

Distributed spatial queries

  • [x] Spatial query: range query, range join query, distance join query, K Nearest Neighbor query
  • [x] Spatial index: R-Tree, Quad-Tree

Rich spatial analytics tools

  • [x] Coordinate Reference System / Spatial Reference System Transformation
  • [x] High resolution map generation: Visualize Spatial DataFrame/RDD
  • [x] Apache Zeppelin integration
  • [x] Support Scala, Java, Python, R