Flume and Sqoop for Ingesting Big Data

Engineers who want to port data from legacy data stores to HDFS
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  • Intermediate

    Difficulty
  • 2 Hours

    Course Duration
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Engineers who want to port data from legacy data stores to HDFS

Import data : Flume and Sqoop play a special role in the Hadoop ecosystem. They transport data from sources like local file systems, HTTP, MySQL and Twitter which hold/produce data to data stores like HDFS, HBase and Hive. Both tools come with built-in functionality and abstract away users from the complexity of transporting data between these systems. 

Flume: Flume Agents can transport data produced by a streaming application to data stores like HDFS and HBase. 

Sqoop: Use Sqoop to bulk import data from traditional RDBMS to Hadoop storage architectures like HDFS or Hive. 

Course Objective:

Practical implementations for a variety of sources and data stores ..

  • Sources : Twitter, MySQL, Spooling Directory, HTTP
  • Sinks : HDFS, HBase, Hive

Flume features : 

Flume Agents, Flume Events, Event bucketing, Channel selectors, Interceptors

Sqoop features : 

Sqoop import from MySQL, Incremental imports using Sqoop Jobs

Audience:

  • Engineers building an application with HDFS/HBase/Hive as the data store
  • Engineers who want to port data from legacy data stores to HDFS

Prerequisite:

  • Knowledge of HDFS is a prerequisite for the course
  • HBase and Hive examples assume basic understanding of HBase and Hive shells
  • HDFS is required to run most of the examples, so you'll need to have a working installation of HDFS
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More Information
Lab Access No
Learning Style Self-Paced Learning
Difficulty Intermediate
Course Duration 2 Hours
Language English
VPA Discount VPA Discount
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