Takuya Ueshin created SPARK-24781:
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Summary: Using a reference from Dataset in Filter might not work.
Key: SPARK-24781
URL: https://issues.apache.org/jira/browse/SPARK-24781
Project: Spark
Issue Type: Bug
Components: SQL
Affects Versions: 2.3.1
Reporter: Takuya Ueshin
When we use a reference from {{Dataset}} in {{filter}}, which was not used in
the prior {{select}}, the {{AnalysisException}} occurs, e.g.,
{code:scala}
val df = Seq(("test1", 0), ("test2", 1)).toDF("name", "enable")
df.select(df("name")).filter(df("enable") =!= 0).show()
{code}
{noformat}
org.apache.spark.sql.AnalysisException: Resolved attribute(s) enable#6 missing
from name#5 in operator !Filter NOT (enable#6 = 0).;;
!Filter NOT (enable#6 = 0)
+- AnalysisBarrier
+- Project [name#5]
+- Project [_1#2 AS name#5, _2#3 AS enable#6]
+- LocalRelation [_1#2, _2#3]
{noformat}
If we use {{col}} instead, it works:
{code:scala}
val df = Seq(("test1", 0), ("test2", 1)).toDF("name", "enable")
df.select(col("name")).filter(col("enable") =!= 0).show()
{code}
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