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Use Ganos together with Spark to analyze data

Last Updated: Aug 09, 2021

Ganos works together with the Spark engine in Data Lake Analytics (DLA). You can use Ganos to load spatio-temporal data into ApsaraDB for Lindorm (Lindorm) and analyze large amounts of spatio-temporal data. Ganos is designed and developed based on the cloud native DLA. Ganos is an engine that is used to store and compute large amounts of spatio-temporal data. Ganos provides multi-level models for data analysis based on the serverless architecture and the Spark computing engine in DLA. GeometryRDD is a basic model provided by Ganos. You can use GeometryRDD to convert data between SimpleFeature and Resilient Distributed Datasets (RDD). Ganos works together with the serverless Spark engine in DLA to provide a set of user-defined types (UDTs), user-defined functions (UDFs), and user-defined aggregation functions (UDAFs). This way, you can manage spatial data based on GeometryRDD. These functions allow you to use an SQL-like language for data queries and analysis.

For more information, see the following topic: Ganos works together with DLA