Why Spark DataFrame, lazy evaluation models outpace MapReduce

The Apache Spark programming model and execution engine is rapidly gaining popularity over Hadoop MapReduce as… the foundation of high-performance applications for large-scale data processing for a number of reasons. First, the Spark programming model is both simple and general, enabling developers to combine data streaming and complex analytics with a familiar SQL-based interface for …

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