Github user srowen commented on a diff in the pull request:

    https://github.com/apache/spark/pull/6115#discussion_r35617723
  
    --- Diff: 
examples/src/main/java/org/apache/spark/examples/ml/JavaOneVsRestExample.java 
---
    @@ -0,0 +1,236 @@
    +/*
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    +
    +package org.apache.spark.examples.ml;
    +
    +import org.apache.commons.cli.*;
    --- End diff --
    
    Yeah, I suppose I couldn't recommend removing the flags now that they're 
here, or rewriting this without the library just to remove the dependency (it's 
just a test scope dependency and already comes in, evidently). Let's add it in 
https://github.com/apache/spark/pull/7697 instead, which is also using it. 
There, it might make more sense to curb the use of flags and make it more of an 
example; the issue here is that this example doesn't show me how to run it -- 
just says to set the options to something appropriate.


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