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Tuesday, November 26, 2013

SpatialHadoop A MapReduce Framework for Spatial Data

Analyze your spatial data efficiently

SpatialHadoop is an open source MapReduce extension designed specifically to handle huge datasets of spatial data on Apache Hadoop. SpatialHadoop is shipped with built-in spatial high level language, spatial data types, spatial indexes and efficient spatial operations.

SpatialHadoop Overview

SpatialHadoop is a MapReduce extension to Apache Hadoop designed specially to work with spatial data. Use it to analyze your huge spatial datasets on a cluster of machines.

SpatialHadoop v2 also ships with many new features and improvements.
  • Basic data types now support double precision numbers for coordinates
  • Added support for OGC standard data types and operations such as Linestring and MultiPolygon
  • SpatialHadoop can now run in standalone mode making it easier than before to debug
  • New operations added including convex hull, farthest/closest pair and skyline
  • Several performance improvements and bug fixes for existing operations

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