The following section explains how to use the MapReduce coding model with MaxCompute. For the example code in the procedure, it is assumed that the MaxCompute console is installed. 

Note
Maven users can search odps-sdk-mapred from the Maven Library to get the required SDK (available in different versions). The configuration is as follows:
<dependency>
    <groupId>com.aliyun.odps</groupId>
    <artifactId>odps-sdk-mapred</artifactId>
    <version>0.26.2-public</version>
 
</dependency>

Preparation

Procedure

  1. After installing and configuring the client, open odpscmd.bat and enter the appropriate project space.
  2. Input build table statements to create Input and Output tables. An example is shown as follows:
    CREATE TABLE wc_in (key STRING, value STRING);
    CREATE TABLE wc_out (key STRING, cnt BIGINT);
    -- Create input table and output table

    For information about using SQL statements to create tables, see Table Operations.

  3. Upload data.
    You can upload data in two ways.
    • Use Tunnel Commands to upload data:
      tunnel upload kv.txt wc_in
      --  Upload example data
      The data is shown in kv.txt as follows:
      238,val_238
      186,val_86
      186,val_86
    • You can also insert data directly using the INSERT statement as follows:
      insert into table wc_in select '238',' val_238' from (select count(*) from wc_in) a;
  4. Write MapReduce program and compile it.

    MaxCompute supports an Eclipse development plug-in to help quickly develop MapReduce programs and provide a local debugging MapReduce function.

    Users must create a MaxCompute project in Eclipse first, and then write the MapReduce program.  After the local debugging is run successfully, users can upload the compiled program to MaxCompute.  For more information, see MapReduce Eclipse Plug-in.

  5. Add .jar package into the project. (in this example, the name of the JAR package is “word-count-1.0.jar”):
    add jar word-count-1.0.jar;
  6. Run the “jar” command on the MaxCompute console:
    jar -resources word-count-1.0.jar -classpath /home/resources/word-count-1.0.jar com.taobao.jingfan.WordCount wc_in wc_out;
  7. Check the running result on the MaxCompute console:
    select * from wc_out;
    Note
    If other resources are used in a Java program, you must add -resources parameters.  For more information about JAR commands, see Jar Commands.