|  | @@ -93,7 +93,7 @@ object makedata_09_user2redis {
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				|  |  |            })
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				|  |  |            (mid, resultNew.toString())
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				|  |  |          })
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				|  |  | -      userData = userData.leftOuterJoin(midRdd.map(r=> (r, 1))).map(r=> (r._1, r._2._1))
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				|  |  | +      userData = userData.join(midRdd.map(r=> (r, 1))).map(r=> (r._1, r._2._1))
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				|  |  |  
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				|  |  |        if (userSampleIDs.nonEmpty){
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				|  |  |          val IDs = userSampleIDs.split(",").filter(_.nonEmpty).map(_.toInt).toList
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