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https://issues.apache.org/jira/browse/BEAM-1397?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15879859#comment-15879859
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ASF GitHub Bot commented on BEAM-1397:
--------------------------------------

GitHub user aviemzur opened a pull request:

    https://github.com/apache/beam/pull/2082

    [BEAM-1397] [BEAM-1398] Introduce IO metrics. Add KafkaIO metrics.

    Be sure to do all of the following to help us incorporate your contribution
    quickly and easily:
    
     - [ ] Make sure the PR title is formatted like:
       `[BEAM-<Jira issue #>] Description of pull request`
     - [ ] Make sure tests pass via `mvn clean verify`. (Even better, enable
           Travis-CI on your fork and ensure the whole test matrix passes).
     - [ ] Replace `<Jira issue #>` in the title with the actual Jira issue
           number, if there is one.
     - [ ] If this contribution is large, please file an Apache
           [Individual Contributor License 
Agreement](https://www.apache.org/licenses/icla.txt).
    
    ---


You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/aviemzur/beam io-metrics

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/beam/pull/2082.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #2082
    
----
commit 31d94d4eecf492357c41424f65e1037fc3976d09
Author: Aviem Zur <aviem...@gmail.com>
Date:   2017-02-22T14:18:13Z

    [BEAM-1397] Introduce IO metrics

commit 8192724e65e65092117fee0a78408b476adf0245
Author: Aviem Zur <aviem...@gmail.com>
Date:   2017-02-22T21:26:45Z

    [BEAM-1398] KafkaIO metrics

commit 62d0ac450ff4631ddfd057a5caa785dae305065b
Author: Aviem Zur <aviem...@gmail.com>
Date:   2017-02-23T04:56:43Z

    Test Spark runner streaming IO metrics

----


> Introduce IO metrics
> --------------------
>
>                 Key: BEAM-1397
>                 URL: https://issues.apache.org/jira/browse/BEAM-1397
>             Project: Beam
>          Issue Type: New Feature
>          Components: sdk-java-core
>            Reporter: Aviem Zur
>            Assignee: Aviem Zur
>
> Introduce the usage of metrics API in IOs.
> POC using {{CountingInput}}:
> * Add metrics to {{CountingInput}}
> * {{RunnableOnService}} test which creates a pipeline which asserts these 
> metrics.
> * Close any gaps in Direct runner and Spark runner to support these metrics.



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