peter-toth commented on code in PR #57789:
URL: https://github.com/apache/spark/pull/57789#discussion_r3720626848


##########
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/ApplyFunctionExpressionSuite.scala:
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@@ -0,0 +1,87 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.sql.catalyst.expressions
+
+import java.util.concurrent.{CountDownLatch, TimeUnit}
+
+import scala.concurrent.{ExecutionContext, Future}
+import scala.concurrent.duration._
+
+import org.apache.spark.SparkFunSuite
+import org.apache.spark.sql.catalyst.InternalRow
+import org.apache.spark.sql.connector.catalog.functions.ScalarFunction
+import org.apache.spark.sql.types.{DataType, IntegerType}
+import org.apache.spark.util.ThreadUtils
+
+class ApplyFunctionExpressionSuite extends SparkFunSuite {
+
+  private val intIdentity = new ScalarFunction[Int] {
+    override def inputTypes(): Array[DataType] = Array(IntegerType)
+    override def resultType(): DataType = IntegerType
+    override def name(): String = "int_identity"
+    override def produceResult(input: InternalRow): Int = input.getInt(0)
+  }
+
+  test("SPARK-58578: ApplyFunctionExpression is stateful and produces fresh 
copies") {
+    val expr = ApplyFunctionExpression(
+      intIdentity, Seq(BoundReference(0, IntegerType, nullable = false)))
+    assert(expr.stateful, "ApplyFunctionExpression.stateful should be true")
+    val copy = expr.freshCopyIfContainsStatefulExpression()
+    assert(copy ne expr,
+      "freshCopyIfContainsStatefulExpression should return a new instance " +
+        "for ApplyFunctionExpression")
+    assert(copy.eval(InternalRow(7)) === 7)
+  }
+
+  test("SPARK-58578: concurrent evaluation uses independent input rows") {

Review Comment:
   **Finding 2.** The name reads as "concurrent evaluation of this expression 
is safe", but the test constructs the two evaluators itself with 
`freshCopyIfContainsStatefulExpression()`, so what it actually pins is that two 
fresh copies don't share `reusedRow`. The query-level property needs one more 
step that isn't exercised here — each concurrent execution building its own 
projection — so a reader who trusts the name could conclude more than the test 
shows.
   
   Suggest matching the name to the assertion:
   
   ```suggestion
     test("SPARK-58578: fresh copies do not share the reused input row") {
   ```
   
   Worth keeping the test as it is otherwise — I reverted just the `stateful` 
override and it fails exactly as intended, with `firstResult` coming back as 
`2` because both evaluators are then the same instance.
   



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