SQOOP
Apache Sqoop
https://sqoop.apache.org/docs/1.99.7/index.html
What is Apache Sqoop?
SQOOP = SQL + HADOOP
(SQL-to-Hadoop)
It is a tool designed to support bulk export and import of data into HDFS from structured data stores such as relational databases, enterprise data warehouses, and NoSQL systems. It is a data migration tool based upon a connector architecture which supports plugins to provide connectivity to new external systems.
Key Features of SQOOP
- Parallel Import/Export: Sqoop Big Data Tool uses the YARN framework to import and export data. This provides fault tolerance on top of parallelism
- Import Results of SQL Query: Big Data Hadoop Sqoop allows us to import the result returned from an SQL query into HDFS
- Connectors for All Major RDBMS Databases: It provides connectors for multiple Relational Database Management System (RDBMS) databases such as MySQL and MS SQL Server
- Offers Full and Incremental Load: It can load the whole table or parts of the table by a single command. Hence, it supports the full and incremental load.
Install SQOOP
Sqoop Tools
Controlling the Hadoop Installation
su - hadoop
/home/hadoop:
Download and untar sqoop-1.4.7.bin__hadoop-2.6.0.tar.gz .
.bashrc:
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export HADOOP_HOME=/home/hadoop/hadoop-3.4.1
export HADOOP_INSTALL=$HADOOP_HOME
export HADOOP_MAPRED_HOME=$HADOOP_HOME
export HADOOP_COMMON_HOME=$HADOOP_HOME
export HADOOP_HDFS_HOME=$HADOOP_HOME
export YARN_HOME=$HADOOP_HOME
export HADOOP_COMMON_LIB_NATIVE_DIR=$HADOOP_HOME/lib/native
export PATH=$PATH:$HADOOP_HOME/sbin:$HADOOP_HOME/bin
export HADOOP_OPTS="-Djava.library.path=$HADOOP_HOME/lib/native"
export SQOOP_HOME=/home/hadoop/sqoop-1.4.7.bin__hadoop-2.6.0
export PATH=$PATH:$SQOOP_HOME/bin
source ./.bashrc
Verify Installation
sqoop version
hadoop@LL01:~$ sqoop version Warning: /home/hadoop/sqoop-1.4.7.bin__hadoop-2.6.0/../hbase does not exist! HBase imports will fail. Please set $HBASE_HOME to the root of your HBase installation. Warning: /home/hadoop/sqoop-1.4.7.bin__hadoop-2.6.0/../hcatalog does not exist! HCatalog jobs will fail. Please set $HCAT_HOME to the root of your HCatalog installation. Warning: /home/hadoop/sqoop-1.4.7.bin__hadoop-2.6.0/../accumulo does not exist! Accumulo imports will fail. Please set $ACCUMULO_HOME to the root of your Accumulo installation. Warning: /home/hadoop/sqoop-1.4.7.bin__hadoop-2.6.0/../zookeeper does not exist! Accumulo imports will fail. Please set $ZOOKEEPER_HOME to the root of your Zookeeper installation. 2025-03-16 09:22:05,843 INFO sqoop.Sqoop: Running Sqoop version: 1.4.7 Sqoop 1.4.7
So, we'll install:
- HBase
- HCatalog
- Accumulo
- Zookeeper
sqoop help
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Available commands:
codegen Generate code to interact with database records
create-hive-table Import a table definition into Hive
eval Evaluate a SQL statement and display the results
export Export an HDFS directory to a database table
help List available commands
import Import a table from a database to HDFS
import-all-tables Import tables from a database to HDFS
import-mainframe Import datasets from a mainframe server to HDFS
job Work with saved jobs
list-databases List available databases on a server
list-tables List available tables in a database
merge Merge results of incremental imports
metastore Run a standalone Sqoop metastore
version Display version information