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From "Lefty Leverenz (JIRA)" <>
Subject [jira] [Commented] (HIVE-7438) Counters, statistics, and metrics [Spark Branch]
Date Fri, 05 Dec 2014 09:33:12 GMT


Lefty Leverenz commented on HIVE-7438:

Does the wiki need to be updated?  (If so, add a TODOC-SPARK label.)

> Counters, statistics, and metrics [Spark Branch]
> ------------------------------------------------
>                 Key: HIVE-7438
>                 URL:
>             Project: Hive
>          Issue Type: Sub-task
>          Components: Spark
>            Reporter: Xuefu Zhang
>            Assignee: Chengxiang Li
>              Labels: Spark-M3
>         Attachments: hive on spark job statistic design.docx
> Hive makes use of MapReduce counters for statistics and possibly for other purposes.
For Hive on Spark, we should achieve the same functionality using Spark's accumulators.
> Hive also collects metrics from MapReduce jobs traditionally. Spark job very likely publishes
a different set of metrics, which, if made available, would help user to get insights into
their spark jobs. Thus, we should obtain the metrics and make them available as we do for
> This task therefore includes:
> # identify Hive's existing functionality w.r.t. counters, statistics, and metrics;
> # design and implement the same functionality in Spark.
> Please refer to the design document for more information.

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