Sqoop
(สกูป)
Definition
Sqoop (สกูป) Tool
Sqoop is a tool designed for efficiently transferring bulk data between Apache Hadoop and structured data stores such as relational databases.
Expertise Level
Level 1
Basic
1. Understands the basic purpose and functionality of Sqoop.
2. Can import data from a relational database to Hadoop using standard commands.
3. Can export data from Hadoop back to a relational database with guidance.
Level 2
Intermediate
1. Configures Sqoop jobs with custom parameters for incremental imports and exports.
2. Handles different database connectors and manages data type mappings.
3. Performs data import and export tasks with moderate complexity and troubleshooting skills.
Level 3
Advanced
1. Designs and optimizes complex Sqoop workflows for large-scale data transfers.
2. Integrates Sqoop with other Hadoop ecosystem components and automates data pipelines.
3. Diagnoses and resolves advanced performance issues, ensuring data security and consistency.
