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

    https://github.com/apache/flink/pull/3715#discussion_r125456634
  
    --- Diff: 
flink-libraries/flink-table/src/main/scala/org/apache/flink/table/runtime/join/WindowJoinUtil.scala
 ---
    @@ -162,24 +135,26 @@ object JoinUtil {
               (l._1 ++ r._1, l._2 ++ r._2)
             }
           case c: RexCall =>
    -        val timeIndicators = analyzeSingleConditionTerm(c, leftFieldCount, 
inputType)
    +        val timeIndicators = extractTimeIndicatorAccesses(c, 
leftFieldCount, inputType)
             timeIndicators match {
               case Seq() =>
                 (Seq(), Seq(c))
               case Seq(v1, v2) =>
                 if (v1._1 != v2._1) {
    -              throw new TableException("The time indicators for each input 
should be the same.")
    +              throw new TableException(
    +                "Both time attributes in a join condition must be of the 
same type.")
                 }
                 if (v1._2 == v2._2) {
    -              throw new TableException("Both input's time indicators is 
needed.")
    +              throw new TableException("Time-based join conditions " +
    +                "must reference the time attribute of both input tables.")
                 }
                 (Seq((v1._1, v1._2, c)), Seq())
    --- End diff --
    
    If we check the `RexCall` type here, we can analyze both sides of the 
condition independently and also handle cases where both attributes are on the 
same side of the condition.


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