Which of the below component deals with ingesting streaming data into Hadoop?FlumeOozieHive Kafka
Question
Which of the below component deals with ingesting streaming data into Hadoop?
- Flume
- Oozie
- Hive
- Kafka
Solution
The component that deals with ingesting streaming data into Hadoop is Flume.
Here's a step-by-step explanation:
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Apache Flume is a distributed, reliable, and available system for efficiently collecting, aggregating and moving large amounts of log data from many different sources to a centralized data store.
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Its main goal is to deliver data from applications to Apache Hadoop's HDFS.
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It has a simple and flexible architecture based on streaming data flows; and it is robust and fault tolerant with tunable reliability mechanisms for failover and recovery.
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Therefore, among the options given, Flume is the one that deals with ingesting streaming data into Hadoop.
Note: Kafka is also a tool for handling real-time data feeds with a focus on high-throughput, but it's not specifically designed for Hadoop, even though it can be used with it.
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