Apache Sqoop
(อาปาเช่ สกูป)
Definition
Apache Sqoop (อาปาเช่ สกูป) Tool
Apache Sqoop is a tool designed for efficiently transferring bulk data between Apache Hadoop and structured datastores such as relational databases. It enables the import and export of data from various databases to Hadoop ecosystems.
Expertise Level
Level 1
Basic
1. Understands the purpose and basic concepts of Apache Sqoop.
2. Can perform simple data imports from a relational database to Hadoop.
3. Is able to run basic Sqoop commands with standard options.
Level 2
Intermediate
1. Can perform data export from Hadoop back to relational databases.
2. Able to configure and optimize Sqoop imports and exports using different parameters.
3. Understands and uses Sqoop connectors for various database types.
Level 3
Advanced
1. Designs and implements complex Sqoop workflows integrating multiple data sources.
2. Optimizes performance and handles error recovery during large-scale data transfers.
3. Develops custom connectors or advanced scripts to extend Sqoop’s functionality.
