#Flume apache drivers#

While collecting the data, Flume scales the data horizontally by putting multiple Flume agents into action to collect and aggregate the data.ģ. Thus we can consider Sqoop as a collection of related tools. Sqoop also includes a set of commands which allows you to inspect the database you are working with. It then transfers this large amount of data from distributed resources to a centralized repository.Ģ. On the other hand, Flume collects data from various sources that generate data related to a specific use case. Head to Head Comparison between Sqoop vs Flume (Infographics)īelow is the top 7 comparison between Sqoop and Flume:ġ. It currently supports creating text and sequence files and supports compression in both file types.

Sink – It removes the event from a channel and puts it on an external repository like HDFS.

Channel is a passive store where events are held until the sink removes them for further transport.

Source- A source consumes events having a specific format and delivers them via a specific mechanism.

Flume Client refers to the interface where the client operates at the origin point of the event and delivers it to the Flume agent.

Flume Flow- it is the point of time the event is being generated.

It has the potential to receive, store, and forward the events from an external source to the next level.

Flume Agent- A JVM process hosts components such as channels, sinks, and sources.Flume considers an event just a generic blob of bytes. Flume Event is represented as the unit of data flowing, which has a byte payload and set of strings with optional string headers.This means that Flume can transport large volumes of data from various sources, including email messages, social media-generated data, network traffic data, and virtually any other imaginable data source.įlume architecture: –Flume architecture is based on many-core concepts: What is Flume?įlume offers the flexibility to work with customizable data sources. This enables connectivity to different data systems by simply adding the desired connectors to Sqoop. The Sqoop API provides a convenient framework for building new connectors, allowing for easy integration of various database connectors into the Sqoop installation. Sqoop gives a pluggable component for an ideal network and external system. Thus Sqoop ships with a mixed variety of connectors out of the box as well.

#Flume apache drivers#

Despite the fact that drivers are database-specific pieces and distributed by various database vendors, Sqoop itself comes bundled with different types of connectors utilized for prevalent database and information warehousing system.

The connector in a Sqoop is a plugin for a particular Database source, so, fundamentally, it is a piece of Sqoop establishment. It works with different databases like Teradata, MySQL, Oracle, and HSQLDB. You can also then export the data back into an RDBMS using Sqoop. To use Sqoop, a user has to specify the tool user wants to use and the arguments that control the particular tool.