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https://issues.apache.org/jira/browse/GROOVY-10307?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=18058774#comment-18058774
 ] 

ASF GitHub Bot commented on GROOVY-10307:
-----------------------------------------

jamesfredley commented on code in PR #2381:
URL: https://github.com/apache/groovy/pull/2381#discussion_r2810132053


##########
subprojects/performance/src/jmh/groovy/org/apache/groovy/perf/ClosureBench.groovy:
##########
@@ -0,0 +1,309 @@
+/*
+ *  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.groovy.perf
+
+import org.openjdk.jmh.annotations.*
+import org.openjdk.jmh.infra.Blackhole
+
+import java.util.concurrent.TimeUnit
+
+/**
+ * Tests closure performance including creation, reuse, multi-parameter
+ * invocation, variable capture, delegation, nesting, method references,
+ * currying, composition, spread operator, trampoline recursion, and
+ * collection operations (each/collect/findAll/inject).
+ */
+@Warmup(iterations = 5, time = 2, timeUnit = TimeUnit.SECONDS)
+@Measurement(iterations = 5, time = 2, timeUnit = TimeUnit.SECONDS)
+@Fork(3)
+@BenchmarkMode(Mode.AverageTime)
+@OutputTimeUnit(TimeUnit.MILLISECONDS)
+@State(Scope.Thread)
+class ClosureBench {
+    static final int ITERATIONS = 1_000_000
+
+    String instanceProperty = "instance"
+
+    /**
+     * Benchmark: Simple closure creation and invocation
+     */
+    @Benchmark
+    void benchmarkSimpleClosureCreation(Blackhole bh) {
+        for (int i = 0; i < ITERATIONS; i++) {
+            Closure c = { it * 2 }
+            bh.consume(c(i))
+        }
+    }
+
+    /**
+     * Benchmark: Reuse same closure (no creation overhead)
+     */
+    @Benchmark
+    void benchmarkClosureReuse(Blackhole bh) {
+        Closure c = { it * 2 }
+        int sum = 0
+        for (int i = 0; i < ITERATIONS; i++) {
+            sum += c(i)
+        }
+        bh.consume(sum)
+    }
+
+    /**
+     * Benchmark: Closure with multiple parameters
+     */
+    @Benchmark
+    void benchmarkClosureMultiParams(Blackhole bh) {
+        Closure c = { a, b, c -> a + b + c }
+        int sum = 0
+        for (int i = 0; i < ITERATIONS; i++) {
+            sum += c(i, i + 1, i + 2)
+        }

Review Comment:
   Fixed — renamed the closure parameter from `c` to `x` to avoid shadowing.



##########
subprojects/performance/src/jmh/groovy/org/apache/groovy/perf/OperatorBench.groovy:
##########
@@ -0,0 +1,206 @@
+/*
+ *  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.groovy.perf
+
+import org.openjdk.jmh.annotations.*
+import org.openjdk.jmh.infra.Blackhole
+
+import java.util.concurrent.TimeUnit
+
+/**
+ * Tests the performance of Groovy operator overloading. In Groovy every
+ * operator (+, -, *, /, [], <<, ==, <=>) compiles to a method call
+ * (plus, minus, multiply, div, getAt, leftShift, equals, compareTo)
+ * dispatched through invokedynamic.
+ */
+@Warmup(iterations = 5, time = 2, timeUnit = TimeUnit.SECONDS)
+@Measurement(iterations = 5, time = 2, timeUnit = TimeUnit.SECONDS)
+@Fork(3)
+@BenchmarkMode(Mode.AverageTime)
+@OutputTimeUnit(TimeUnit.MILLISECONDS)
+@State(Scope.Thread)
+class OperatorBench {
+    static final int ITERATIONS = 1_000_000
+
+    /**
+     * Integer addition — dispatches to Integer.plus(Integer).
+     */
+    @Benchmark
+    void integerPlus(Blackhole bh) {
+        int sum = 0
+        for (int i = 0; i < ITERATIONS; i++) {
+            sum = sum + i
+        }
+        bh.consume(sum)
+    }
+
+    /**
+     * Integer multiplication — dispatches to Integer.multiply(Integer).
+     */
+    @Benchmark
+    void integerMultiply(Blackhole bh) {
+        int product = 1
+        for (int i = 1; i < ITERATIONS; i++) {
+            product = (i % 100) * (i % 50)

Review Comment:
   Fixed — updated the javadoc to explain that the modulo prevents overflow 
while still exercising the multiply operator each iteration.



##########
subprojects/performance/src/jmh/groovy/org/apache/groovy/perf/LoopsBench.groovy:
##########
@@ -0,0 +1,104 @@
+/*
+ *  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.groovy.perf
+
+import org.openjdk.jmh.annotations.*
+import org.openjdk.jmh.infra.Blackhole
+
+import java.util.concurrent.TimeUnit
+
+/**
+ * Tests the overhead of repeated closure and method invocation within
+ * tight loops. Focuses on loop-specific patterns: closure-in-loop vs
+ * method-in-loop, nested iteration, and minimal vs complex loop bodies.
+ *
+ * Collection operation benchmarks (each/collect/findAll/inject on lists)
+ * are in {@link ClosureBench}.
+ */
+@Warmup(iterations = 5, time = 2, timeUnit = TimeUnit.SECONDS)
+@Measurement(iterations = 5, time = 2, timeUnit = TimeUnit.SECONDS)
+@Fork(3)
+@BenchmarkMode(Mode.AverageTime)
+@OutputTimeUnit(TimeUnit.MILLISECONDS)
+@State(Scope.Thread)
+class LoopsBench {
+    static final int LOOP_COUNT = 1_000_000
+
+    /**
+     * Loop with [1].each and toString() — exercises closure dispatch
+     * and virtual method call on each iteration.
+     */
+    @Benchmark
+    void originalEachToString(Blackhole bh) {
+        for (int i = 0; i < LOOP_COUNT; i++) {
+            [1].each { bh.consume(it.toString()) }

Review Comment:
   Intentional — this benchmarks the real-world `[1].each { ... }` pattern as 
developers actually write it. The allocation is part of what's being measured. 
The paired `eachIdentity` benchmark uses a pre-allocated list to isolate the 
iteration overhead, so comparing the two reveals exactly the allocation cost.





> Groovy 4 runtime performance on average 2.4x slower than Groovy 3
> -----------------------------------------------------------------
>
>                 Key: GROOVY-10307
>                 URL: https://issues.apache.org/jira/browse/GROOVY-10307
>             Project: Groovy
>          Issue Type: Bug
>          Components: bytecode, performance
>    Affects Versions: 4.0.0-beta-1, 3.0.9
>         Environment: OpenJDK Runtime Environment AdoptOpenJDK-11.0.11+9 
> (build 11.0.11+9)
> OpenJDK 64-Bit Server VM AdoptOpenJDK-11.0.11+9 (build 11.0.11+9, mixed mode)
> WIN10 (tests) / REL 8 (web application)
> IntelliJ 2021.2 
>            Reporter: mgroovy
>            Priority: Major
>         Attachments: groovy_3_0_9_gc.png, groovy_3_0_9_loop2.png, 
> groovy_3_0_9_loop4.png, groovy_3_0_9_mem.png, groovy_4_0_0_b1_loop2.png, 
> groovy_4_0_0_b1_loop4.png, groovy_4_0_0_b1_loop4_gc.png, 
> groovy_4_0_0_b1_loop4_mem.png, 
> groovysql_performance_groovy4_2_xx_yy_zzzz.groovy, loops.groovy, 
> profile3.txt, profile4-loops.txt, profile4.txt, profile4d.txt
>
>
> Groovy 4.0.0-beta-1 runtime performance in our framework is on average 2 to 3 
> times slower compared to using Groovy 3.0.9 (regular i.e. non-INDY)
> * Our complete framework and application code is completely written in 
> Groovy, spread over multiple IntelliJ modules
> ** mixed @CompileDynamic/@TypeChecked and @CompileStatic
> ** No Java classes left in project, i.e. no cross compilation occurs
> * We build using IntelliJ 2021.2 Groovy build process, then run / deploy the 
> compiled class files
> ** We do _not_ use a Groovy based DSL, nor do we execute Groovy scripts 
> during execution
> * Performance degradation when using Groovy 4.0.0-beta-1 instead of Groovy 
> 3.0.9 (non-INDY):
> ** The performance of the largest of our web applications has dropped 3x 
> (startup) / 2x (table refresh) respectively
> *** Stack: Tomcat/Vaadin/Ebean plus framework generated SQL
> ** Our test suite runs about 2.4 times as long as before (120 min when using 
> G4, compared to about 50 min with G3)
> *** JUnit 5 
> *** test suite also contains no scripts / dynamic code execution
> *** Individual test performance varies: A small number of tests runs faster, 
> but the majority is slower, with some extreme cases taking nearly 10x as long 
> to finish
> * Using Groovy 3.0.9 INDY displays nearly identical performance degradation, 
> so it seems that the use of invoke dynamic is somehow at fault



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