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Basic EMR Issues

Last updated: 2022-07-04 11:23:37

    How do I view task logs?

    You can log in to any EMR server and run the following command to view task logs:

    yarn logs -applicationId application_1507732460084_0057

    You need to run this command with the Hadoop username. If it is a task of another user, you can add the -appOwner username parameter.

    To view the cause of a task exception, run the following command:

    yarn logs -applicationId application_1507732460084_0057|grep -A20 Exception

    How do I adjust the computing resources of a cluster?

    Cluster computing resources are determined by the following two configuration items in yarn-site.xml:


    By default, cpu-vcores is equal to number of CPU cores of the server, and memory-mb is equal to 91% of the memory size of the server. You can adjust them based on your actual needs, but if they are too large, there may be a risk of server failure.

    How do I fix an out of memory error?

    If an out of memory error occurs when you are submitting a MapReduce task or running a SQL script through Hive, fix it by setting the following parameters:

    set mapreduce.map.java.opts=-Xmx4096m;
    set mapreduce.reduce.java.opts=-Xmx4096m;

    The memory parameter can be adjusted based on your actual computation needs. It can also be written in the ~/.hiverc file in Hive and will be executed automatically when submitted.

    How do I estimate the cluster size?

    Suppose that you need to run a SQL query. If 64 vcores and 128 GB memory are needed for getting the query result in the specified time period, and the business requires 10 concurrencies, then the required resources would be 640 vcores and 1,280 GB memory. If the server specification you are using is 24 cores and 48 GB memory, then you need around 1280 / 48 = 27 servers.

    How do I set up a fetch query in Hive?

    The default query in Hive is as follows:

    select * from tablename where a='1' limit 10;

    The default query does not start a computation task. You can start a distributed query by adding the set hive.fetch.task.conversion=none parameter.

    How do I choose the cluster storage media?

    An EMR cluster supports the following storage media: HDD local disk, SSD local disk, HDD cloud disk, SSD cloud disk, and COS. You can choose the most appropriate one based on your actual needs:

    • If your application scenario is large-scale data warehouse analysis which is not very latency-sensitive, we recommend you use COS as the underlying storage.
    • If you are very familiar with HDFS and the cost of migration to COS would be too high, you can use HDD cloud disks.
    • If your application is a massive columnar database (HBase) which requires efficient writing and querying, we recommend you use SSD local or cloud disks.

    Can I log in to an EMR cluster over the public network?

    You can log in to the cluster after enabling the public IP as instructed in Logging in to Clusters.

    Does an EMR cluster support LDAP authentication?

    LDAP authentication is subject to the product version. On v2.3.0 and later, it is supported and enabled by default and cannot be disabled. It is not supported on earlier versions.

    Can I add more Common nodes?


    Does EMR support ClickHouse version upgrade?

    At present, there are three releases in an EMR ClickHouse cluster, and ClickHouse has been upgraded in each release. For more information, see Version Overview.

    Will the big data components selected in the EMR console be automatically installed?

    Components can be directly installed in the console.

    Does EMR HDFS enable WebHDFS by default?


    Can I modify the project of an EMR cluster?

    No. If this affects your business, submit a ticket for assistance.

    Can I run backend JAR packages on MapReduce nodes?

    When creating a cluster, you can use bootstrap actions to set a custom bootstrap script to achieve this (after node initialization, before cluster start, or after cluster start). For more information, see Bootstrap Action.

    How do I select cluster specifications based on business use cases?

    EMR provides six types of clusters for you to choose from based on your business needs. For more information, see Business Evaluation.

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