HeartSaVioR commented on a change in pull request #29256:
URL: https://github.com/apache/spark/pull/29256#discussion_r463939630
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File path:
sql/core/src/test/scala/org/apache/spark/sql/streaming/StreamingQuerySuite.scala
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@@ -1106,6 +1107,54 @@ class StreamingQuerySuite extends StreamTest with
BeforeAndAfter with Logging wi
}
}
+ test("union in streaming query of append mode without watermark") {
+ val inputData1 = MemoryStream[Int]
+ val inputData2 = MemoryStream[Int]
+ withTempView("s1", "s2") {
+ inputData1.toDF().createOrReplaceTempView("s1")
+ inputData2.toDF().createOrReplaceTempView("s2")
+ val unioned = spark.sql(
+ "select s1.value from s1 union select s2.value from s2")
+ checkExceptionMessage(unioned)
+ }
+ }
+
+ test("distinct in streaming query of append mode without watermark") {
+ val inputData = MemoryStream[Int]
+ withTempView("deduptest") {
+ inputData.toDF().toDF("value").createOrReplaceTempView("deduptest")
+ val distinct = spark.sql("select distinct value from deduptest")
+ checkExceptionMessage(distinct)
+ }
+ }
+
+ test("distinct in streaming query of complete mode") {
+ val inputData = MemoryStream[Int]
+ withTempView("deduptest") {
+ inputData.toDF().toDF("value").createOrReplaceTempView("deduptest")
+ val distinct = spark.sql("select distinct value from deduptest")
+
+ testStream(distinct, Complete)(
+ AddData(inputData, 1, 2, 3, 3, 4),
+ CheckAnswer(Row(1), Row(2), Row(3), Row(4))
Review comment:
If we define the behavior of `distinct` like this, then `dropDuplicates`
is no longer alias of `distinct`. `dropDuplicates` ensures the row is produced
"only once" regardless of the output mode. (Like the stream-stream join does.)
Which one is incorrect? Is dropDuplicates a special operator which isn't
bound to aggregation (hence result table doesn't apply here) while distinct is
known to be alias to dropDuplicates but is bound to aggregation?
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