Importing exporting BIG DATA is the most time consuming and hectic process. But your problem can be solved with the new cloud sharing service, by Hadoop; which is basically an open Java programming source which supports the import/export of big data in distributed computing.
It is mostly used in business analytics. Hadoop allows you all from storing data, transferring data to running application on a cluster of commodity hardware and has enormous ability to handle limitless tasks.
Sqoop and Flume are the two tool services that play a key role in Hadoop system. To learn more about this BIG DATA import/export or data analysis you can take up with Big Data And Hadoop Training Course that avails in almost all the cities around the country.
Let’s have a brief discussion to learn more about the Sqoop and Flume tools.
Sqoop is basically a connectivity tool to move data from non- Hadoop data stores such as Oracle, DB2, MySQL etc. into Hadoop ecosystem. Hadoop needs a tool to interact with relational database server to import export such a big data. Where in Sqoop tool comes handy to provide place in the Hadoop ecosystem that interacts with server and Hadoop HDFS.
It allows user to specify the location inside Hadoop and instruct Sqoop to move data from RDBMS to the specified location.
How to Install Sqoop?
Sqoop is a subproject of Hadoop and can work only in Linux operating system. The steps you have to follow are
Flume is a yet another tool or service mechanism for collecting and transferring BIG DATA such as log files, events etc from various source to a centralised store, such as Hadoop.
It is highly reliable and configurable tool, its principal function is to copy data from various log data to a various web server to HDFS aka Hadoop.
It comes out to be the most beneficial tool for many e-commerce users. Suppose if e-commerce web wants to carry out analysis of data from the particular region, to do so they need to transfer all log data in Hadoop for analysis. Here flume is used to move the log data by an application server to HDFS at higher speed.
We can store data to any centralized store using flume; flume is reliable, fault-tolerant, manageable and customizable tool.It also supports a large set of source and destination files and types.
Apache flume was released in October 2016 and has been a reliable source to distribute, move and collect the large amount data. It is designed in a way that it can handle failover and has multiple recovery mechanism making it very reliable tool. It is essential that the tool used for import and export of data are reliable and can withstand failure. These data are important for company if this data is lost in the import and export process may cost the company millions of dollars.
These days, companies are investing a lot of money for the analysis of the data. Analysing the data helps to forecast the upcoming trends. During 2007-08 recession, the companies who had invested their resources into data analyze survived while the companies who were ignored of it suffered a loss. After that recession market changed a lot in terms of data analyze. Companies are importing and exporting data and analysing them before making any business decision. These days companies are investing money to train their employees in the frameworks like Hadoop and big data to make sure that if recession strikes again they are prepared.
There are various online courses available for both Hadoop and big data. These trainings helps the candidates to understand these frameworks profoundly. Many companies are looking for candidates who have acquired the Hadoop and Big Data Certification Course. The knowledge of these two topics can help you choose the career path such as Data Scientist. Universities have started to include big data as the part of the syllabus for the students who are doing their studies in the related domain. If consider the current trend it is advisable to get trained in Hadoop and big data and get the certification done as it will increase the scope of getting a job.
To know more about the Hadoop framework for distributed computing like,
And all enroll to Big Data and Hadoop Certification Course to solve all your queries and handle business related BIG Data with an ease.