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From "Ananth (JIRA)" <j...@apache.org>
Subject [jira] [Comment Edited] (APEXMALHAR-2260) Python execution for operator logic
Date Sat, 14 Oct 2017 22:25:00 GMT

    [ https://issues.apache.org/jira/browse/APEXMALHAR-2260?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16204629#comment-16204629
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Ananth edited comment on APEXMALHAR-2260 at 10/14/17 10:24 PM:
---------------------------------------------------------------

Scoring a scikit learn SVM model on a *2012 macbook pro* gave the following readings. The
model is a standard SVM model on the iris data set.

The test was measuring for latencies as opposed to throughput. All readings are in *microseconds*.

Result "github.ananthc.sampleapps.apex.scikitlearn.ScikitLearnSVMJepBenchmark.testSVMIrisPredict":
*150.427 ±(99.9%) 7.332 us/op [Average]*  
(min, avg, max) = (117.998, 150.427, 278.607), stdev = 31.045
  CI (99.9%): [143.095, 157.760] (assumes normal distribution)


# Run complete. Total time: 00:08:44

Benchmark                                      Mode  Cnt    Score   Error  Units
ScikitLearnSVMJepBenchmark.testSVMIrisPredict  avgt  200  150.427 ± 7.332  us/op


was (Author: ananthg.apex):
Scoring a scikit learn SVM model on a *2012 macbook pro* gave the following readings. The
model is a standard SVM model on the iris data set.

The test was measuring for latencies as opposed to throughput. All readings are in *microseconds*.

Result "github.ananthc.sampleapps.apex.scikitlearn.ScikitLearnSVMJepBenchmark.testSVMIrisPredict":
*  150.427 ±(99.9%) 7.332 us/op [Average]*  
(min, avg, max) = (117.998, 150.427, 278.607), stdev = 31.045
  CI (99.9%): [143.095, 157.760] (assumes normal distribution)


# Run complete. Total time: 00:08:44

Benchmark                                      Mode  Cnt    Score   Error  Units
ScikitLearnSVMJepBenchmark.testSVMIrisPredict  avgt  200  150.427 ± 7.332  us/op

> Python execution for operator logic 
> ------------------------------------
>
>                 Key: APEXMALHAR-2260
>                 URL: https://issues.apache.org/jira/browse/APEXMALHAR-2260
>             Project: Apache Apex Malhar
>          Issue Type: New Feature
>            Reporter: Thomas Weise
>            Assignee: Ananth
>              Labels: roadmap
>
> Support execution of Python code in an operator. 
> https://lists.apache.org/thread.html/9837b1dee8f909ed400c6030ce5c6a94a12f43183718019dd0bfd228@%3Cdev.apex.apache.org%3E



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