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Apache Sedona 225k/month PyPI - Downloads Downloads Anaconda-Server Badge Docker pulls
Archived GeoSpark releases 10k/month PyPI - DownloadsDownloads

What can Sedona do?

Distributed spatial datasets

  • Spatial RDD on Spark
  • Spatial DataFrame/SQL on Spark
  • Spatial DataStream on Flink
  • Spatial Table/SQL on Flink
  • Spatial SQL on Snowflake

Complex spatial objects

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

Distributed spatial queries

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

Rich spatial analytics tools

  • Coordinate Reference System / Spatial Reference System Transformation
  • Apache Zeppelin dashboard integration
  • Integrate with a variety of Python tools including Jupyter notebook, GeoPandas, Shapely
  • Integrate with a variety of visualization tools including KeplerGL, DeckGL
  • High resolution and scalable map generation: Visualize Spatial DataFrame/RDD
  • Support Scala, Java, Python, R

Last update: January 22, 2024 05:58:07