Apache Flume: Distributed Log Collection for Hadoop - Second by Steve Hoffman

By Steve Hoffman

Design and enforce a chain of Flume brokers to ship streamed information into Hadoop

About This Book

  • Construct a chain of Flume brokers utilizing the Apache Flume carrier to successfully gather, mixture, and flow quite a lot of occasion data
  • Configure failover paths and cargo balancing to take away unmarried issues of failure
  • Use this step by step consultant to circulation logs from software servers to Hadoop's HDFS

Who This booklet Is For

If you're a Hadoop programmer who desires to know about Flume that allows you to flow datasets into Hadoop in a well timed and replicable demeanour, then this ebook is perfect for you. No past wisdom approximately Apache Flume is critical, yet a simple wisdom of Hadoop and the Hadoop dossier procedure (HDFS) is assumed.

What you'll Learn

  • Understand the Flume structure, and in addition how you can obtain and set up open resource Flume from Apache
  • Follow alongside an in depth instance of transporting weblogs in close to actual Time (NRT) to Kibana/Elasticsearch and archival in HDFS
  • Learn suggestions and methods for transporting logs and knowledge on your creation environment
  • Understand and configure the Hadoop dossier method (HDFS) Sink
  • Use a morphline-backed Sink to feed facts into Solr
  • Create redundant information flows utilizing sink groups
  • Configure and use a variety of resources to ingest data
  • Inspect information files and circulate them among a number of locations in keeping with payload content
  • Transform information en-route to Hadoop and computer screen your facts flows

In Detail

Apache Flume is a disbursed, trustworthy, and on hand provider used to successfully gather, combination, and circulation quite a lot of log information. it really is used to circulation logs from software servers to HDFS for advert hoc analysis.

This e-book starts off with an architectural assessment of Flume and its logical elements. It explores channels, sinks, and sink processors, via assets and channels. by means of the tip of this booklet, you can be totally outfitted to build a sequence of Flume brokers to dynamically shipping your move facts and logs out of your platforms into Hadoop.

A step by step e-book that courses you thru the structure and parts of Flume masking varied methods, that are then pulled jointly as a real-world, end-to-end use case, progressively going from the easiest to the main complicated features.

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