Spark SQL NOT operator and Null-aware predicate sub-queries cannot be used in nested conditions









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The following Spark SQL query works fine:



((country IN (FROM medium_countries) ) AND (country IN (FROM big_countries))) AND EMAIL IS NOT NULL


and the following one works fine:



FALSE = ((country IN (FROM medium_countries)) AND (country IN (FROM big_countries))) AND EMAIL IS NOT NULL


but when I add NOT operator, like:



NOT ((country IN (FROM medium_countries)) AND (country IN (FROM big_countries))) AND EMAIL IS NOT NULL


it fails with the following error:



Exception in thread "main" org.apache.spark.sql.AnalysisException: Null-aware predicate sub-queries cannot be used in nested conditions: (NOT (country#22 IN (list#99 ) && country#22 IN (list#100 )) && isnotnull(EMAIL#20));;
Filter (NOT (country#22 IN (list#99 ) && country#22 IN (list#100 )) && isnotnull(EMAIL#20))
: :- SubqueryAlias `medium_countries`
: : +- Project [value#6 AS country#8]
: : +- LocalRelation [value#6]
: +- SubqueryAlias `big_countries`
: +- Project [value#1 AS country#3]
: +- LocalRelation [value#1]
+- SubqueryAlias `users`
+- Project [name#19, email#20, phone#21, country#22, monotonically_increasing_id() AS UniqueID#27L]
+- Project [_1#14 AS name#19, _2#15 AS email#20, _3#16 AS phone#21, _4#17 AS country#22]
+- LocalRelation [_1#14, _2#15, _3#16, _4#17]


Could you please explain why NOT is not working there?










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    up vote
    1
    down vote

    favorite












    The following Spark SQL query works fine:



    ((country IN (FROM medium_countries) ) AND (country IN (FROM big_countries))) AND EMAIL IS NOT NULL


    and the following one works fine:



    FALSE = ((country IN (FROM medium_countries)) AND (country IN (FROM big_countries))) AND EMAIL IS NOT NULL


    but when I add NOT operator, like:



    NOT ((country IN (FROM medium_countries)) AND (country IN (FROM big_countries))) AND EMAIL IS NOT NULL


    it fails with the following error:



    Exception in thread "main" org.apache.spark.sql.AnalysisException: Null-aware predicate sub-queries cannot be used in nested conditions: (NOT (country#22 IN (list#99 ) && country#22 IN (list#100 )) && isnotnull(EMAIL#20));;
    Filter (NOT (country#22 IN (list#99 ) && country#22 IN (list#100 )) && isnotnull(EMAIL#20))
    : :- SubqueryAlias `medium_countries`
    : : +- Project [value#6 AS country#8]
    : : +- LocalRelation [value#6]
    : +- SubqueryAlias `big_countries`
    : +- Project [value#1 AS country#3]
    : +- LocalRelation [value#1]
    +- SubqueryAlias `users`
    +- Project [name#19, email#20, phone#21, country#22, monotonically_increasing_id() AS UniqueID#27L]
    +- Project [_1#14 AS name#19, _2#15 AS email#20, _3#16 AS phone#21, _4#17 AS country#22]
    +- LocalRelation [_1#14, _2#15, _3#16, _4#17]


    Could you please explain why NOT is not working there?










    share|improve this question

























      up vote
      1
      down vote

      favorite









      up vote
      1
      down vote

      favorite











      The following Spark SQL query works fine:



      ((country IN (FROM medium_countries) ) AND (country IN (FROM big_countries))) AND EMAIL IS NOT NULL


      and the following one works fine:



      FALSE = ((country IN (FROM medium_countries)) AND (country IN (FROM big_countries))) AND EMAIL IS NOT NULL


      but when I add NOT operator, like:



      NOT ((country IN (FROM medium_countries)) AND (country IN (FROM big_countries))) AND EMAIL IS NOT NULL


      it fails with the following error:



      Exception in thread "main" org.apache.spark.sql.AnalysisException: Null-aware predicate sub-queries cannot be used in nested conditions: (NOT (country#22 IN (list#99 ) && country#22 IN (list#100 )) && isnotnull(EMAIL#20));;
      Filter (NOT (country#22 IN (list#99 ) && country#22 IN (list#100 )) && isnotnull(EMAIL#20))
      : :- SubqueryAlias `medium_countries`
      : : +- Project [value#6 AS country#8]
      : : +- LocalRelation [value#6]
      : +- SubqueryAlias `big_countries`
      : +- Project [value#1 AS country#3]
      : +- LocalRelation [value#1]
      +- SubqueryAlias `users`
      +- Project [name#19, email#20, phone#21, country#22, monotonically_increasing_id() AS UniqueID#27L]
      +- Project [_1#14 AS name#19, _2#15 AS email#20, _3#16 AS phone#21, _4#17 AS country#22]
      +- LocalRelation [_1#14, _2#15, _3#16, _4#17]


      Could you please explain why NOT is not working there?










      share|improve this question















      The following Spark SQL query works fine:



      ((country IN (FROM medium_countries) ) AND (country IN (FROM big_countries))) AND EMAIL IS NOT NULL


      and the following one works fine:



      FALSE = ((country IN (FROM medium_countries)) AND (country IN (FROM big_countries))) AND EMAIL IS NOT NULL


      but when I add NOT operator, like:



      NOT ((country IN (FROM medium_countries)) AND (country IN (FROM big_countries))) AND EMAIL IS NOT NULL


      it fails with the following error:



      Exception in thread "main" org.apache.spark.sql.AnalysisException: Null-aware predicate sub-queries cannot be used in nested conditions: (NOT (country#22 IN (list#99 ) && country#22 IN (list#100 )) && isnotnull(EMAIL#20));;
      Filter (NOT (country#22 IN (list#99 ) && country#22 IN (list#100 )) && isnotnull(EMAIL#20))
      : :- SubqueryAlias `medium_countries`
      : : +- Project [value#6 AS country#8]
      : : +- LocalRelation [value#6]
      : +- SubqueryAlias `big_countries`
      : +- Project [value#1 AS country#3]
      : +- LocalRelation [value#1]
      +- SubqueryAlias `users`
      +- Project [name#19, email#20, phone#21, country#22, monotonically_increasing_id() AS UniqueID#27L]
      +- Project [_1#14 AS name#19, _2#15 AS email#20, _3#16 AS phone#21, _4#17 AS country#22]
      +- LocalRelation [_1#14, _2#15, _3#16, _4#17]


      Could you please explain why NOT is not working there?







      apache-spark apache-spark-sql






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      edited Nov 10 at 18:21

























      asked Nov 10 at 17:15









      alexanoid

      6,8601175166




      6,8601175166



























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