Using HBase for Offline Data Analysis

Background

Suppose a user develops an application to manage users who use service A in an enterprise. The procedure of operating service A on the HBase client is as follows:

• Create the user_info table.
• Add users' educational backgrounds and titles to the table.
• Query user names and addresses by user ID.
• Query information by user name.
• Deregister users and delete user data from the user information table.
• Delete the user information table after service A ends.

Prerequisites

The client has been installed in a directory, for example, /opt/client. The client directory in the following operations is only an example. Change it to the actual installation directory. Before using the client, download and update the client configuration file, and ensure that the active management node of Manager is available.

Procedure

1. Use the client on the active management node.
   1. Install the client. For details, see Installing a Client.
   2. Log in to the node where the client is installed as the client installation user and run the following command to switch to the client directory:

      cd /opt/client

   3. Run the following command to configure environment variables:

      source bigdata_env

   4. If Kerberos authentication has been enabled for the current cluster, run the following command to authenticate the current user. The current user must have the permission to create HBase tables. For details about how to configure a role with the corresponding permissions, see Creating an HBase Permission Role. To bind a role to a user, see Creating a User. If Kerberos authentication is disabled for the current cluster, skip this step.

      kinit MRS cluster user

      For example, kinit hbaseuser.

   5. Run the following HBase client command:

      hbase shell

2. Run the following commands on the HBase client to implement service A.
   1. Create the user_info user information table according to Table 1 and add data to it.

      create 'user_info',{NAME => 'i'}

      For example, to add information about the user whose ID is 12005000201, run the following commands:

      put 'user_info','12005000201','i:name','A'

      put 'user_info','12005000201','i:gender','Male'

      put 'user_info','12005000201','i:age','19'

      put 'user_info','12005000201','i:address','City A'

   2. Add users' educational backgrounds and titles to the user_info table.

      For example, to add educational background and title information about user 12005000201, run the following commands:

      put 'user_info','12005000201','i:degree','master'

      put 'user_info','12005000201','i:pose','manager'

   3. Query user names and addresses by user ID.

      For example, to query the name and address of user 12005000201, run the following command:

      scan'user_info',{STARTROW=>'12005000201',STOPROW=>'12005000201',COLUMNS=>['i:name','i:address']}

   4. Query information by user name.

      For example, to query information about user A, run the following command:

      scan 'user_info',{FILTER=>"SingleColumnValueFilter('i','name',=,'binary:A')"}

   5. Delete user data from the user information table.

      All user data needs to be deleted. For example, to delete data of user 12005000201, run the following command:

      • Delete all data fields of the user whose ID is 12005000201 in sequence. The following uses the age field as an example:

        delete 'user_info','12005000201','i:age'

      • Remove all the data of the user whose ID is 12005000201.

        deleteall 'user_info','12005000201'

   6. Delete the user information table.

      disable 'user_info'

      drop 'user_info'