Sqoop, Hive and Impala for Data Analysts (Formerly CCA 159)
Hands on Sqoop, Hive and Impala for Data Analysts
What you'll learn
- Overview of Big Data ecosystem such as Hadoop HDFS, YARN, Map Reduce, Sqoop, Hive, etc
- Overview of HDFS Commands such as put or copyFromLocal, get or copyToLocal, cat, etc along with concepts such as block size, replication factor, etc
- Managing Tables in Hive Metastore using DDL Commands
- Load or Insert data into Hive Metastore Tables using commands such as LOAD and INSERT
- Overview of Functions in Hive to manipulate strings, dates, etc
- Writing Basic Hive QL Queries using WHERE, JOIN, GROUP BY, etc
- Analytical or Windowing Functions in Hive
- Overview of Impala and understanding similarities and differences between Hive and Impala
- Getting Started with Sqoop by reviewing official documentation and also exploring commands such as Sqoop eval
- Importing Data from RDBMS tables into HDFS using Sqoop Import
- Importing Data from RDBMS tables into Hive tables using Sqoop Import
- Exporting Data from Hive or HDFS to RDBMS tables using Sqoop Export
- Incremental Imports using Sqoop Import into HDFS or Hive Tables
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