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Learning Apache Drill

Query and Analyze Distributed Data Sources with SQL

by Charles Givre Author · Paul Rogers Author

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Get up to speed with Apache Drill, an extensible distributed SQL query engine that reads massive datasets in many popular file formats such as Parquet, JSON, and CSV. Drill reads data in HDFS or in cloud-native storage such as S3 and works with Hive metastores along with distributed databases such as HBase, MongoDB, and relational databases. Drill works everywhere: on your laptop or in your largest cluster.

In this practical book, Drill committers Charles Givre and Paul Rogers show analysts and data scientists how to query and analyze raw data using this powerful tool. Data scientists today spend about 80% of their time just gathering and cleaning data. With this book, you'll learn how Drill helps you analyze data more effectively to drive down time to insight.

  • Use Drill to clean, prepare, and summarize delimited data for further analysis
  • Query file types including logfiles, Parquet, JSON, and other complex formats
  • Query Hadoop, relational databases, MongoDB, and Kafka with standard SQL
  • Connect to Drill programmatically using a variety of languages
  • Use Drill even with challenging or ambiguous file formats
  • Perform sophisticated analysis by extending Drill's functionality with user-defined functions
  • Facilitate data analysis for network security, image metadata, and machine learning
  • Publication Details

    Publisher:
    O'Reilly Media
    Publication Date:
    2018

    Format

    • Kindle Book
    • Adobe PDF eBook 8.4 MB
    • Open PDF eBook 8.4 MB

    Paul Rogers (Author)

    Paul Rogers is an Apache Drill committer at MapR where he focuses on Drill's execution engine. Paul has worked as a software architect at a number database and BI companies such as Oracle, Actuate and Informix. Paul was the early architect of the ...

    More about Paul Rogers

    Charles Givre (Author)

    Mr. Charles Givre is an Apache Drill committer and has worked as a Senior Lead Data Scientist for Booz Allen Hamilton for the last six years where he works in the intersection of cyber security and data science. Mr. Givre is passionate about teach...

    More about Charles Givre
    Learning Apache Drill
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