cloud-fan commented on a change in pull request #23315: [SPARK-26366][SQL]
ReplaceExceptWithFilter should consider NULL as False
URL: https://github.com/apache/spark/pull/23315#discussion_r241631539
##########
File path: sql/core/src/test/scala/org/apache/spark/sql/DatasetSuite.scala
##########
@@ -1656,6 +1656,19 @@ class DatasetSuite extends QueryTest with
SharedSQLContext {
checkAnswer(df.groupBy(col("a")).agg(first(col("b"))),
Seq(Row("0", BigDecimal.valueOf(0.1111)), Row("1",
BigDecimal.valueOf(1.1111))))
}
+
+ test("SPARK-26366: return nulls which are not filtered in except") {
+ val inputDF = sqlContext.createDataFrame(
+ sparkContext.parallelize(Seq(Row("0", "a"), Row("1", null))),
+ StructType(Seq(
+ StructField("a", StringType, nullable = true),
+ StructField("b", StringType, nullable = true))))
+
+ val exceptDF = inputDF.filter(
+ col("a").isin(Seq("0"): _*) or col("b").isin())
Review comment:
`isin(Seq("0"): _*)` =>`isin("0")`
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