📢 Introducing SedonaDB: A single-node analytical database engine with geospatial as a first-class citizen.

Apache Sedona

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apache/sedona

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Setup
Setup
- Overview
- Supported platforms
  Supported platforms
  - Sedona with Apache Spark
    Sedona with Apache Spark
    
    Modules
    
    Language wrappers
  - Sedona with Apache Flink
    Sedona with Apache Flink
    
    Modules
    
    Language wrappers
  - Sedona with Snowflake
    Sedona with Snowflake
    
    Modules
- Maven Central coordinate
- Install with Apache Spark
  Install with Apache Spark
- Install with Apache Flink
  Install with Apache Flink
  - Install Sedona Scala/Java
  - Install Sedona Python
- Install with Snowflake
  Install with Snowflake
  - Install Sedona SQL
- Release notes
Download
Programming Guides
Programming Guides
- Sedona with Apache Spark
  Sedona with Apache Spark
  - Spatial DataFrame / SQL app
  - Raster DataFrame / SQL app
  - Pure SQL environment
  - GeoPandas API on Sedona
  - Spatial RDD app
  - Sedona R
  - Work with GeoPandas and Shapely
  - Files
    Files
    
    CSV
    
    GeoPackage
    
    GeoParquet
    
    GeoJSON
    
    Shapefiles
    
    STAC catalog
  - Concepts
    Concepts
    
    Spatial Joins
    
    Clustering Algorithms
    
    Distance
  - Map visualization SQL app
    Map visualization SQL app
    
    Scala/Java
    
    Use Apache Zeppelin
    
    Gallery
  - Performance tuning
    Performance tuning
    
    Benchmark
    
    Tune RDD application
    
    Storing large raster geometries in Parquet files
- Sedona with Apache Flink
  Sedona with Apache Flink
  - Spatial SQL app (Flink)
  - Spatial SQL app (PyFlink)
- Sedona with Snowflake
  Sedona with Snowflake
  - Spatial SQL app (Snowflake)
- Examples
  Examples
  - Scala/Java
  - Python
API Docs
API Docs
- Sedona with Apache Spark
  Sedona with Apache Spark
  - SQL
    SQL
    
    Quick start
    
    Vector data
    Vector data
    
    Geometry type
    Geometry type
    
    Constructor
    
    Function
    
    Predicate
    
    Aggregate function
    
    Geography type
    Geography type
    
    Constructor
    
    Function
    
    Predicate
    
    Aggregate function
    
    DataFrame Style functions
    
    Query optimization
    
    Nearest-Neighbour searching
    
    Spider:Spatial Data Generator
    
    Reading Legacy Parquet Files
    
    Visualization
    Visualization
    
    SedonaPyDeck
    
    SedonaKepler
    
    Raster data
    Raster data
    
    Raster loader
    
    Raster aggregates
    
    Raster writer
    
    Raster operators
    
    Raster map algebra
    
    Raster visualization
    
    Raster affine transformation
    
    Parameter
  - RDD (core)
    RDD (core)
    
    Scala/Java doc
  - Stats
    Stats
    
    DataFrame
  - Viz
    Viz
    
    DataFrame/SQL
    
    RDD
  - Sedona R
  - Sedona Python
- Sedona with Apache Flink
  Sedona with Apache Flink
  - SQL
    SQL
    
    Overview (Flink)
    
    Constructor (Flink)
    
    Function (Flink)
    
    Aggregator (Flink)
    
    Predicate (Flink)
- Sedona with Snowflake
  Sedona with Snowflake
  - SQL
    SQL
    
    Overview (Snowflake)
    
    Constructor (Snowflake)
    
    Function (Snowflake)
    
    Aggregate Function (Snowflake)
    
    Predicate (Snowflake)
SedonaDB
SpatialBench
Blog
Community
Community
- Compile the code
- Community
- Contributor Guide
  Contributor Guide
- Committer Guide
  Committer Guide
- Publications
Apache Software Foundation
Apache Software Foundation
- Foundation
- License
- Events
- Sponsorship
- Thanks
- Security
- Privacy
- Telemetry
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