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Ohad Raviv commented on SPARK-18861: ------------------------------------ I think it was a problem at v2.0.0. it is better to resolve it as fixed at version 2.1 > Spark-SQL unconsistent behavior with "struct" expressions > --------------------------------------------------------- > > Key: SPARK-18861 > URL: https://issues.apache.org/jira/browse/SPARK-18861 > Project: Spark > Issue Type: Bug > Components: SQL > Affects Versions: 2.0.0 > Reporter: Ohad Raviv > > We are getting strangly inconsistent behavior with expressions involving > "struct". Let's start with this simple table: > {quote} > Seq((1, 2, 3), (2, 3, 4)).toDF("a", "b", "c").createOrReplaceTempView("t1") > sql("desc t1").show() > {quote} > Then we get this DF: > {quote} > |col_name|data_type|comment| > | a| int| | > | b| int| | > | c| int| | > {quote} > Now, although we can clearly see that all the fields are of type int, we we > run: > {quote} > sql("SELECT case when a>b then struct(a,b) else struct(c,c) end from t1") > {quote} > we get this error: > {quote} > org.apache.spark.sql.AnalysisException: cannot resolve 'CASE WHEN (t1.`a` > > t1.`b`) THEN struct(t1.`a`, t1.`b`) ELSE struct(t1.`c`, t1.`c`) END' due to > data type mismatch: THEN and ELSE expressions should all be same type or > coercible to a common type; line 1 pos 7 > {quote} > if we try this: > {quote} > sql("SELECT case when a>b then struct(cast(a as int), cast(b as int)) else > struct(cast(c as int), cast(c as int)) end from t1") > {quote} > we get another exception: > {quote} > requirement failed: Unresolved attributes found when constructing > LocalRelation. > java.lang.IllegalArgumentException: requirement failed: Unresolved attributes > found when constructing LocalRelation. > at scala.Predef$.require(Predef.scala:224) > at > org.apache.spark.sql.catalyst.plans.logical.LocalRelation.<init>(LocalRelation.scala:49) > {quote} > However, these do work: > {quote} > sql("SELECT case when a>b then struct(cast(a as double), cast(b as double)) > else struct(cast(c as double), cast(c as double)) end from t1") > sql("SELECT case when a>b then struct(cast(a as string), cast(b as string)) > else struct(cast(c as string), cast(c as string)) end from t1") > {quote} > any ideas? -- This message was sent by Atlassian JIRA (v6.3.4#6332) --------------------------------------------------------------------- To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org