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The following commit(s) were added to refs/heads/master by this push:
     new c30b411e412 [SPARK-43916][CONNECT][TESTS] Adds the test case that 
percentile with frequency for Scala API
c30b411e412 is described below

commit c30b411e412a76bf85d6e438e6b0c39014476a0c
Author: Jiaan Geng <belie...@163.com>
AuthorDate: Sat Jun 10 10:18:07 2023 +0800

    [SPARK-43916][CONNECT][TESTS] Adds the test case that percentile with 
frequency for Scala API
    
    ### What changes were proposed in this pull request?
    https://github.com/apache/spark/pull/41444 added `percentile` to Scala, 
Python and Connect API.
    But missing the test case that `percentile` with `frequency` for Scala API.
    
    ### Why are the changes needed?
    Adds the test case that `percentile` with `frequency` for Scala API.
    
    ### Does this PR introduce _any_ user-facing change?
    'No'.
    New feature.
    
    ### How was this patch tested?
    N/A
    
    Closes #41538 from beliefer/SPARK-43916_followup.
    
    Authored-by: Jiaan Geng <belie...@163.com>
    Signed-off-by: Ruifeng Zheng <ruife...@apache.org>
---
 .../apache/spark/sql/PlanGenerationTestSuite.scala |   6 +++-
 .../function_percentile_with_frequency.explain     |   2 ++
 .../function_percentile_without_frequency.explain  |   2 ++
 .../function_percentile_with_frequency.json        |  33 +++++++++++++++++++++
 .../function_percentile_with_frequency.proto.bin   | Bin 0 -> 198 bytes
 .../function_percentile_without_frequency.json     |  29 ++++++++++++++++++
 ...function_percentile_without_frequency.proto.bin | Bin 0 -> 192 bytes
 7 files changed, 71 insertions(+), 1 deletion(-)

diff --git 
a/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/PlanGenerationTestSuite.scala
 
b/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/PlanGenerationTestSuite.scala
index 109219603b9..18223c56588 100644
--- 
a/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/PlanGenerationTestSuite.scala
+++ 
b/connector/connect/client/jvm/src/test/scala/org/apache/spark/sql/PlanGenerationTestSuite.scala
@@ -986,10 +986,14 @@ class PlanGenerationTestSuite
     fn.min_by(fn.col("a"), fn.col("b"))
   }
 
-  functionTest("percentile") {
+  functionTest("percentile without frequency") {
     fn.percentile(fn.col("a"), fn.lit(0.3))
   }
 
+  functionTest("percentile with frequency") {
+    fn.percentile(fn.col("a"), fn.lit(0.3), fn.lit(2))
+  }
+
   functionTest("percentile_approx") {
     fn.percentile_approx(fn.col("a"), fn.lit(0.3), fn.lit(20))
   }
diff --git 
a/connector/connect/common/src/test/resources/query-tests/explain-results/function_percentile_with_frequency.explain
 
b/connector/connect/common/src/test/resources/query-tests/explain-results/function_percentile_with_frequency.explain
new file mode 100644
index 00000000000..263c6d0bac9
--- /dev/null
+++ 
b/connector/connect/common/src/test/resources/query-tests/explain-results/function_percentile_with_frequency.explain
@@ -0,0 +1,2 @@
+Aggregate [percentile(a#0, 0.3, 2, 0, 0, false) AS percentile(a, 0.3, 2)#0]
++- LocalRelation <empty>, [id#0L, a#0, b#0, d#0, e#0, f#0, g#0]
diff --git 
a/connector/connect/common/src/test/resources/query-tests/explain-results/function_percentile_without_frequency.explain
 
b/connector/connect/common/src/test/resources/query-tests/explain-results/function_percentile_without_frequency.explain
new file mode 100644
index 00000000000..901eaf745ef
--- /dev/null
+++ 
b/connector/connect/common/src/test/resources/query-tests/explain-results/function_percentile_without_frequency.explain
@@ -0,0 +1,2 @@
+Aggregate [percentile(a#0, 0.3, 1, 0, 0, false) AS percentile(a, 0.3, 1)#0]
++- LocalRelation <empty>, [id#0L, a#0, b#0, d#0, e#0, f#0, g#0]
diff --git 
a/connector/connect/common/src/test/resources/query-tests/queries/function_percentile_with_frequency.json
 
b/connector/connect/common/src/test/resources/query-tests/queries/function_percentile_with_frequency.json
new file mode 100644
index 00000000000..f5780442664
--- /dev/null
+++ 
b/connector/connect/common/src/test/resources/query-tests/queries/function_percentile_with_frequency.json
@@ -0,0 +1,33 @@
+{
+  "common": {
+    "planId": "1"
+  },
+  "project": {
+    "input": {
+      "common": {
+        "planId": "0"
+      },
+      "localRelation": {
+        "schema": 
"struct\u003cid:bigint,a:int,b:double,d:struct\u003cid:bigint,a:int,b:double\u003e,e:array\u003cint\u003e,f:map\u003cstring,struct\u003cid:bigint,a:int,b:double\u003e\u003e,g:string\u003e"
+      }
+    },
+    "expressions": [{
+      "unresolvedFunction": {
+        "functionName": "percentile",
+        "arguments": [{
+          "unresolvedAttribute": {
+            "unparsedIdentifier": "a"
+          }
+        }, {
+          "literal": {
+            "double": 0.3
+          }
+        }, {
+          "literal": {
+            "integer": 2
+          }
+        }]
+      }
+    }]
+  }
+}
\ No newline at end of file
diff --git 
a/connector/connect/common/src/test/resources/query-tests/queries/function_percentile_with_frequency.proto.bin
 
b/connector/connect/common/src/test/resources/query-tests/queries/function_percentile_with_frequency.proto.bin
new file mode 100644
index 00000000000..91d6279f9bd
Binary files /dev/null and 
b/connector/connect/common/src/test/resources/query-tests/queries/function_percentile_with_frequency.proto.bin
 differ
diff --git 
a/connector/connect/common/src/test/resources/query-tests/queries/function_percentile_without_frequency.json
 
b/connector/connect/common/src/test/resources/query-tests/queries/function_percentile_without_frequency.json
new file mode 100644
index 00000000000..44e2c98a4dc
--- /dev/null
+++ 
b/connector/connect/common/src/test/resources/query-tests/queries/function_percentile_without_frequency.json
@@ -0,0 +1,29 @@
+{
+  "common": {
+    "planId": "1"
+  },
+  "project": {
+    "input": {
+      "common": {
+        "planId": "0"
+      },
+      "localRelation": {
+        "schema": 
"struct\u003cid:bigint,a:int,b:double,d:struct\u003cid:bigint,a:int,b:double\u003e,e:array\u003cint\u003e,f:map\u003cstring,struct\u003cid:bigint,a:int,b:double\u003e\u003e,g:string\u003e"
+      }
+    },
+    "expressions": [{
+      "unresolvedFunction": {
+        "functionName": "percentile",
+        "arguments": [{
+          "unresolvedAttribute": {
+            "unparsedIdentifier": "a"
+          }
+        }, {
+          "literal": {
+            "double": 0.3
+          }
+        }]
+      }
+    }]
+  }
+}
\ No newline at end of file
diff --git 
a/connector/connect/common/src/test/resources/query-tests/queries/function_percentile_without_frequency.proto.bin
 
b/connector/connect/common/src/test/resources/query-tests/queries/function_percentile_without_frequency.proto.bin
new file mode 100644
index 00000000000..45b807e5ffb
Binary files /dev/null and 
b/connector/connect/common/src/test/resources/query-tests/queries/function_percentile_without_frequency.proto.bin
 differ


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