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From "Till Rohrmann (JIRA)" <j...@apache.org>
Subject [jira] [Created] (FLINK-3036) Gelly's Graph.fromCsvReader method returns wrongly parameterized Graph
Date Tue, 17 Nov 2015 17:20:11 GMT
Till Rohrmann created FLINK-3036:

             Summary: Gelly's Graph.fromCsvReader method returns wrongly parameterized Graph
                 Key: FLINK-3036
                 URL: https://issues.apache.org/jira/browse/FLINK-3036
             Project: Flink
          Issue Type: Bug
          Components: Gelly
    Affects Versions: 0.10.0
            Reporter: Till Rohrmann

The Scala method {{Graph.fromCsvReader}} of Gelly returns a wrongly typed {{Graph}} instance.
The problem is that no return type has been explicitly defined for the method. Additionally,
the method returns fundamentally incompatible types depending on the given parameters. So
for example, the method can return a {{Graph[Long, Long, Long]}} if a vertex and edge file
is specified (in this case with value type {{Long}}). If the vertex file is not specified
and neither a vertex value initializer, then the return type is {{Graph[Long, NullValue, Long]}}.
Since {{NullValue}} and {{Long}} have nothing in common, Scala's type inference infers that
the {{fromCsvReader}} method must have a return type {{Graph[Long, t  >: Long with NullValue,
Long]}} with {{t}} being a supertype of {{Long with NullValue}}. This type is not useful at
all, since there is no such type. As a consequence, the user has to cast the resulting {{Graph}}
to have either the type {{Graph[Long, NullValue, Long]}} or {{Graph[Long, Long, Long]}} if
he wants to do something more elaborate than just collecting the edges for example. 

This can be especially confusing because one usually writes something like

val graph = Graph.fromCsvReader[Long, Double, Double](...)
graph.run(new PageRank(...))

and does not see that the type of {{graph}} is {{Graph[Long, t >: Double with NullValue,
u >: Double with NullValue}}.

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