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How to transfer mysql table to hive?

开发者 https://www.devze.com 2023-02-03 17:01 出处:网络
I have a large mysql table that I would like to transfer to a Hadoop/Hive table. Are there st开发者_Go百科andard commands or techniques to transfer a simple (but large) table from Mysql to Hive? The t

I have a large mysql table that I would like to transfer to a Hadoop/Hive table. Are there st开发者_Go百科andard commands or techniques to transfer a simple (but large) table from Mysql to Hive? The table stores mostly analytics data.


  1. First of all download mysql-connector-java-5.0.8 and put the jar to lib and bin folder of Sqoop

  2. Create the table definition in Hive with exact field names and types as in mysql

    sqoop import --verbose --fields-terminated-by ',' --connect jdbc:mysql://localhost/test --table employee --hive-import --warehouse-dir /user/hive/warehouse --fields-terminated-by ',' --split-by id --hive-table employee

test - Database name

employee - Table name (present in test)

/user/hive/warehouse - Directory in HDFS where the data has to be imported

--split-by id - id can be the primary key of the table 'employee'

--hive-table employee - employee table whose definition is present in Hive

Sqoop User Guide (One of the best guide for learning Sqoop)


Apache Sqoop is a tool that solves this problem:

Apache Sqoop(TM) is a tool designed for efficiently transferring bulk data between Apache Hadoop and structured datastores such as relational databases.

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