[ 
https://issues.apache.org/jira/browse/METRON-1365?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16293382#comment-16293382
 ] 

ASF GitHub Bot commented on METRON-1365:
----------------------------------------

GitHub user cestella opened a pull request:

    https://github.com/apache/metron/pull/871

    METRON-1365: Allow PROFILE_GET to return a default value for a profile and 
entity that does not have a value written.

    ## Contributor Comments
    Right now the profiler is a sparse system, namely if data is not written 
during a profile period for a given profile and entity, no values are written 
to HBase. Some algorithms may need non-sparse data (e.g. time series outlier 
detection algorithms). We should keep the default behavior as it stands, but 
allow the user at read time to specify a default value. This is most cleanly 
done by using the existing profiler config overrides (the 4rd argument to 
`PROFILE_GET`) and adding a `profiler.default.value`.
    
    You should be able to validate this in the REPL in full-dev by running:
    ```
    PROFILE_GET('profile1', 'entity1', PROFILE_FIXED(4, 'HOURS'), { 
'profiler.default.value' : 'metron'} )
    ```
    
    You should see a list of strings with 16 or 17 copies of `metron` in it.
    If you run it without the overrides, you should see an empty list returned.
    
    ## Pull Request Checklist
    
    Thank you for submitting a contribution to Apache Metron.  
    Please refer to our [Development 
Guidelines](https://cwiki.apache.org/confluence/pages/viewpage.action?pageId=61332235)
 for the complete guide to follow for contributions.  
    Please refer also to our [Build Verification 
Guidelines](https://cwiki.apache.org/confluence/display/METRON/Verifying+Builds?show-miniview)
 for complete smoke testing guides.  
    
    
    In order to streamline the review of the contribution we ask you follow 
these guidelines and ask you to double check the following:
    
    ### For all changes:
    - [x] Is there a JIRA ticket associated with this PR? If not one needs to 
be created at [Metron 
Jira](https://issues.apache.org/jira/browse/METRON/?selectedTab=com.atlassian.jira.jira-projects-plugin:summary-panel).
 
    - [x] Does your PR title start with METRON-XXXX where XXXX is the JIRA 
number you are trying to resolve? Pay particular attention to the hyphen "-" 
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    - [ x] Have you included steps to reproduce the behavior or problem that is 
being changed or addressed?
    - [ ] Have you included steps or a guide to how the change may be verified 
and tested manually?
    - [x] Have you ensured that the full suite of tests and checks have been 
executed in the root metron folder via:
      ```
      mvn -q clean integration-test install && build_utils/verify_licenses.sh 
      ```
    
    - [x] Have you written or updated unit tests and or integration tests to 
verify your changes?
    - [x] If adding new dependencies to the code, are these dependencies 
licensed in a way that is compatible for inclusion under [ASF 
2.0](http://www.apache.org/legal/resolved.html#category-a)? 
    - [ ] Have you verified the basic functionality of the build by building 
and running locally with Vagrant full-dev environment or the equivalent?
    
    ### For documentation related changes:
    - [x] Have you ensured that format looks appropriate for the output in 
which it is rendered by building and verifying the site-book? If not then run 
the following commands and the verify changes via 
`site-book/target/site/index.html`:
    
      ```
      cd site-book
      mvn site
      ```
    
    #### Note:
    Please ensure that once the PR is submitted, you check travis-ci for build 
issues and submit an update to your PR as soon as possible.
    It is also recommended that [travis-ci](https://travis-ci.org) is set up 
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submitting a pull request.
    


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

    $ git pull https://github.com/cestella/incubator-metron 
profiler_default_values

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

    https://github.com/apache/metron/pull/871.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 #871
    
----
commit f763a728bce19f10b49c2d431814e25006a5b5d3
Author: cstella <ceste...@gmail.com>
Date:   2017-12-15T22:37:22Z

    Adding the ability to return default values from the profiler.

commit 44267b0850c7fc0912408f36badf64556a30d927
Author: cstella <ceste...@gmail.com>
Date:   2017-12-15T22:39:14Z

    Updating readme to support default values

----


> Allow PROFILE_GET to return a default value for a profile and entity that 
> does not have a value written.
> --------------------------------------------------------------------------------------------------------
>
>                 Key: METRON-1365
>                 URL: https://issues.apache.org/jira/browse/METRON-1365
>             Project: Metron
>          Issue Type: Improvement
>            Reporter: Casey Stella
>
> Right now the profiler is a sparse system, namely if data is not written 
> during a profile period for a given profile and entity, no values are written 
> to HBase.  Some algorithms may need non-sparse data (e.g. time series outlier 
> detection algorithms).  We should keep the default behavior as it stands, but 
> allow the user at read time to specify a default value.  This is most cleanly 
> done by using the existing profiler config overrides (the 3rd argument to 
> PROFILE_GET) and adding a profiler.default.value.



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