Databricks has introduced Spark Datasets, an extension of the DataFrames API that provides a type-safe, object-oriented programming interface. Spark 1.6 includes an API preview of Datasets, and they will be a development focus for the next several versions of Spark. Databricks was founded out of UC Berkeley’s AMPLab by the creators of Apache Spark, and … continue reading
Apache Spark 1.6, which shipped yesterday, offers performance enhancements that range from faster processing of the Parquet data format to better overall performance for streaming state management. As a large-scale data processing platform, Apache Spark has untethered itself from the Hadoop platform. As a result, Spark can be used against key-value stores and other types … continue reading
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