SQL Subqueries in Apache Spark 2.0
Try this notebook in Databricks In the upcoming Apache Spark 2.0 release, we have substantially expanded the SQL standard capabilities. In this brief...
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Apache Spark as a Compiler: Joining a Billion Rows per Second on a Laptop
When our team at Databricks planned our contributions to the upcoming Apache Spark 2.0 release, we set out with an ambitious goal by...
Apache Spark 1.5 DataFrame API Highlights: Date/Time/String Handling, Time Intervals, and UDAFs
To try new features highlighted in this blog post, download Spark 1.5 or sign up Databricks for a 14-day free trial today...
Improvements to Kafka integration of Spark Streaming
Apache Kafka is rapidly becoming one of the most popular open source stream ingestion platforms. We see the same trend among the users...
Introducing DataFrames in Apache Spark for Large Scale Data Science
Today, we are excited to announce a new DataFrame API designed to make big data processing even easier for a wider audience. When...