From d0f7c32112f0c4542fe48ebb67e5ff59a43ebca7 Mon Sep 17 00:00:00 2001 From: "github-classroom[bot]" <66690702+github-classroom[bot]@users.noreply.github.com> Date: Thu, 2 Oct 2025 14:27:50 +0000 Subject: [PATCH 1/4] Setting up GitHub Classroom Feedback From 9fbdf6fb6a3c8ff130456ee2d55e476334d64108 Mon Sep 17 00:00:00 2001 From: "github-classroom[bot]" <66690702+github-classroom[bot]@users.noreply.github.com> Date: Thu, 2 Oct 2025 14:27:53 +0000 Subject: [PATCH 2/4] add deadline --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6495c30..0eb4312 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,4 @@ +[![Review Assignment Due Date](https://classroom.github.com/assets/deadline-readme-button-22041afd0340ce965d47ae6ef1cefeee28c7c493a6346c4f15d667ab976d596c.svg)](https://classroom.github.com/a/AwTYhPar) # Лабораторная работа № 1: определение достижимости параллелизма и реализация параллельных алгоритмов. Шаги выполнения: From 0104dbf7162cba8518c8639bfb8f3d54263615d9 Mon Sep 17 00:00:00 2001 From: DaniilStepanov Date: Wed, 1 Oct 2025 10:30:58 +0300 Subject: [PATCH 3/4] RandomGraphGenerator fix (cherry picked from commit a14bb99b347b181a405c97f9813fcf5f1e27d846) --- build.gradle.kts | 21 ++++++++- src/main/java/org/itmo/UnsafeCounter.java | 13 ++++++ .../java/org/itmo/RandomGraphGenerator.java | 45 ++++++++++++++++--- src/test/java/org/itmo/UnsafeCounterTest.java | 27 +++++++++++ 4 files changed, 98 insertions(+), 8 deletions(-) create mode 100644 src/main/java/org/itmo/UnsafeCounter.java create mode 100644 src/test/java/org/itmo/UnsafeCounterTest.java diff --git a/build.gradle.kts b/build.gradle.kts index 3341beb..5370e10 100644 --- a/build.gradle.kts +++ b/build.gradle.kts @@ -1,5 +1,6 @@ plugins { kotlin("jvm") version "1.9.20" + java application } @@ -12,6 +13,8 @@ repositories { dependencies { testImplementation(kotlin("test")) + testImplementation("org.openjdk.jcstress:jcstress-core:0.16") + testAnnotationProcessor("org.openjdk.jcstress:jcstress-core:0.16") } tasks.test { @@ -24,4 +27,20 @@ kotlin { application { mainClass.set("MainKt") -} \ No newline at end of file +} + +// JCStress runner task: runs JCStress tests located on the test runtime classpath +// Use: ./gradlew jcstress [-PjcstressArgs="-v -m quick"] +tasks.register("jcstress") { + group = "verification" + description = "Run JCStress stress tests" + mainClass.set("org.openjdk.jcstress.Main") + classpath = sourceSets.test.get().runtimeClasspath + dependsOn("testClasses") + + val argsProp = project.findProperty("jcstressArgs") as String? + if (!argsProp.isNullOrBlank()) { + args = argsProp.split("\\s+".toRegex()) + } +} + diff --git a/src/main/java/org/itmo/UnsafeCounter.java b/src/main/java/org/itmo/UnsafeCounter.java new file mode 100644 index 0000000..1041a21 --- /dev/null +++ b/src/main/java/org/itmo/UnsafeCounter.java @@ -0,0 +1,13 @@ +package org.itmo; + +public class UnsafeCounter { + private int counter = 0; + + public void increment() { + counter++; // <-- гонка данных + } + + public int get() { + return counter; + } +} diff --git a/src/test/java/org/itmo/RandomGraphGenerator.java b/src/test/java/org/itmo/RandomGraphGenerator.java index fdb888c..1a57226 100644 --- a/src/test/java/org/itmo/RandomGraphGenerator.java +++ b/src/test/java/org/itmo/RandomGraphGenerator.java @@ -1,7 +1,9 @@ package org.itmo; import java.util.Arrays; +import java.util.HashSet; import java.util.Random; +import java.util.Set; import java.util.SplittableRandom; import java.util.concurrent.ForkJoinPool; import java.util.stream.IntStream; @@ -11,22 +13,27 @@ public class RandomGraphGenerator { private long pack(int u, int v) { return (((long) u) << 32) | (v & 0xffffffffL); } + private int unpackU(long key) { return (int) (key >>> 32); } + private int unpackV(long key) { return (int) (key & 0xffffffffL); } Graph generateGraph(Random r, int size, int numEdges) { + if (size < 1) throw new IllegalArgumentException("size must be >= 1"); if (numEdges < size - 1) throw new IllegalArgumentException("We need min size-1 edges"); long maxDirected = (long) size * (size - 1); if (numEdges > maxDirected) throw new IllegalArgumentException("Too many edges for directed graph without self-loops"); - int[] perm = java.util.stream.IntStream.range(0, size).toArray(); - for (int i = size - 1; i > 1; i--) { - int j = 1 + r.nextInt(i); - int tmp = perm[i]; perm[i] = perm[j]; perm[j] = tmp; + int[] perm = IntStream.range(0, size).toArray(); + for (int i = size - 1; i > 0; i--) { + int j = r.nextInt(i + 1); + int tmp = perm[i]; + perm[i] = perm[j]; + perm[j] = tmp; } final int chainCount = size - 1; @@ -74,7 +81,7 @@ Graph generateGraph(Random r, int size, int numEdges) { while (unique < numEdges) { int missing = numEdges - unique; - int extra = Math.max(missing / 2, 10_000); // небольшой запас + int extra = Math.max(missing / 2, 10_000); int add = missing + extra; long[] more = new long[unique + add]; @@ -109,6 +116,31 @@ Graph generateGraph(Random r, int size, int numEdges) { keys = more; } + Set chainSet = new HashSet<>(chainCount * 2); + for (int i = 1; i < size; i++) { + chainSet.add(pack(perm[i - 1], perm[i])); + } + + int p = 0; + for (int i = 0; i < unique && p < chainCount; i++) { + long e = keys[i]; + if (chainSet.remove(e)) { + // swap keys[p] и keys[i] + long tmp = keys[p]; + keys[p] = keys[i]; + keys[i] = tmp; + p++; + } + } + + SplittableRandom shuf = base.split(); + for (int i = p; i < numEdges; i++) { + int j = i + shuf.nextInt(unique - i); + long tmp = keys[i]; + keys[i] = keys[j]; + keys[j] = tmp; + } + Graph g = new Graph(size); for (int i = 0; i < numEdges; i++) { long key = keys[i]; @@ -118,5 +150,4 @@ Graph generateGraph(Random r, int size, int numEdges) { } return g; } - -} +} \ No newline at end of file diff --git a/src/test/java/org/itmo/UnsafeCounterTest.java b/src/test/java/org/itmo/UnsafeCounterTest.java new file mode 100644 index 0000000..a831605 --- /dev/null +++ b/src/test/java/org/itmo/UnsafeCounterTest.java @@ -0,0 +1,27 @@ +package org.itmo; + +import org.openjdk.jcstress.annotations.*; +import org.openjdk.jcstress.infra.results.I_Result; + +@JCStressTest +@Outcome(id = "5", expect = Expect.ACCEPTABLE, desc = "Все 5 инкрементов выполнены корректно") +@Outcome(id = "1", expect = Expect.ACCEPTABLE_INTERESTING, desc = "Гонка данных: часть инкрементов потерялась") +@Outcome(id = "2", expect = Expect.ACCEPTABLE_INTERESTING, desc = "Гонка данных: часть инкрементов потерялась") +@Outcome(id = "3", expect = Expect.ACCEPTABLE_INTERESTING, desc = "Гонка данных: часть инкрементов потерялась") +@Outcome(id = "4", expect = Expect.ACCEPTABLE_INTERESTING, desc = "Гонка данных: часть инкрементов потерялась") +@State +public class UnsafeCounterTest { + + private UnsafeCounter counter = new UnsafeCounter(); + + @Actor public void actor1() { counter.increment(); } + @Actor public void actor2() { counter.increment(); } + @Actor public void actor3() { counter.increment(); } + @Actor public void actor4() { counter.increment(); } + @Actor public void actor5() { counter.increment(); } + + @Arbiter + public void arbiter(I_Result r) { + r.r1 = counter.get(); + } +} From 2cf1f2e1ebae1a9136f9968d6afda822837da5cd Mon Sep 17 00:00:00 2001 From: Maria Barkovskaya Date: Tue, 7 Oct 2025 00:29:45 +0300 Subject: [PATCH 4/4] implement homework 1 --- .gitignore | 1 + README.md | 4 +- .../index.html | 128 +++++++++++ .../org.itmo.BFSConcurrencyTest.html | 208 ++++++++++++++++++ .../text_results.txt | 3 + results/experiments.md | 193 ++++++++++++++++ .../images/experiment7_speedup_vs_threads.png | Bin 0 -> 123231 bytes .../images/experiment7_time_vs_threads.png | Bin 0 -> 127421 bytes .../experiment8_speedup_vs_graph_size.png | Bin 0 -> 267434 bytes .../images/experiment8_time_comparison.png | Bin 0 -> 209407 bytes .../index.html | 124 +++++++++++ .../org.itmo.BFSConcurrencyTest.html | 197 +++++++++++++++++ .../text_results.txt | 8 + src/main/java/org/itmo/Graph.java | 162 +++++++++++++- .../java/org/itmo/BFSConcurrencyTest.java | 31 +++ src/test/java/org/itmo/BFSTest.java | 102 ++++++++- tmp/results.txt | 32 --- 17 files changed, 1150 insertions(+), 43 deletions(-) create mode 100644 results/brokenParallelBFSConcurrencyTestResults/index.html create mode 100644 results/brokenParallelBFSConcurrencyTestResults/org.itmo.BFSConcurrencyTest.html create mode 100644 results/brokenParallelBFSConcurrencyTestResults/text_results.txt create mode 100644 results/experiments.md create mode 100644 results/images/experiment7_speedup_vs_threads.png create mode 100644 results/images/experiment7_time_vs_threads.png create mode 100644 results/images/experiment8_speedup_vs_graph_size.png create mode 100644 results/images/experiment8_time_comparison.png create mode 100644 results/parallelBFSConcurrencyTestResults/index.html create mode 100644 results/parallelBFSConcurrencyTestResults/org.itmo.BFSConcurrencyTest.html create mode 100644 results/parallelBFSConcurrencyTestResults/text_results.txt create mode 100644 src/test/java/org/itmo/BFSConcurrencyTest.java delete mode 100644 tmp/results.txt diff --git a/.gitignore b/.gitignore index b63da45..8ec7327 100644 --- a/.gitignore +++ b/.gitignore @@ -5,6 +5,7 @@ build/ !**/src/test/**/build/ ### IntelliJ IDEA ### +.idea .idea/modules.xml .idea/jarRepositories.xml .idea/compiler.xml diff --git a/README.md b/README.md index 0eb4312..fcc7029 100644 --- a/README.md +++ b/README.md @@ -8,8 +8,8 @@ 4) С помощью инструментов (ThreadSanitizer && Helgrind для С++, JCStress тесты для Java) проанализировать программу на предмет отсутствия ошибок синхронизации данных. Если ошибок не нашлось, то внести их и найти. 5) Эксперименты и анализ результатов:\ Проведите эксперименты, измеряя производительность параллельной реализации алгоритма на различных объемах входных данных. Сравните результаты с последовательной версией и опишите полученные выводы. -* Постройте график зависимости времени выполнения параллельной версий алгоритма от выделенных ресурсов. -* Постройте график зависимости времени выполнения параллельной и последовательной версий алгоритма в зависимости от объема входных данных.\ +* Постройте график зависимости времени выполнения параллельной версий алгоритма от выделенных ресурсов. Смотрите [раздел с экспериментом 7](results/experiments.md/#эксперимент-7-количество-потоков-ресурсов) +* Постройте график зависимости времени выполнения параллельной и последовательной версий алгоритма в зависимости от объема входных данных. Смотрите [раздел с экспериментом 8](results/experiments.md/#эксперимент-8-сравнение-последовательной-и-параллельной-реализаций)\ \ **Загрузить графики в отдельную директорию в репозитории** \ **Для построения графиков можно воспользоваться чем угодно** diff --git a/results/brokenParallelBFSConcurrencyTestResults/index.html b/results/brokenParallelBFSConcurrencyTestResults/index.html new file mode 100644 index 0000000..baee3a5 --- /dev/null +++ b/results/brokenParallelBFSConcurrencyTestResults/index.html @@ -0,0 +1,128 @@ + + + +Java Concurrency Stress test report + + + + + + + + +
+

+100% +

+ + + +
 
Overall pass rate: 1/1 
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
java.specification.nameJava Platform API Specification
java.specification.vendorOracle Corporation
java.specification.version21
java.vendorOracle Corporation
java.version21.0.2
java.vm.nameOpenJDK 64-Bit Server VM
java.vm.vendorOracle Corporation
java.vm.version21.0.2+13-58
os.archaarch64
os.nameMac OS X
os.version14.4
+
+
+

FAILED tests

+

Strong asserts were violated. Correct implementations should have no assert failures here.

+ +
+None! +
+
+
+

ERROR tests

+

Tests break for some reason, other than failing the assert. Correct implementations should have none.

+ +
+None! +
+
+
+

INTERESTING tests

+

Some interesting behaviors observed. This is for the plain curiosity.

+ + + + + + + +
   org.itmo.BFSConcurrencyTest101PASSEDINTERESTING
+
+
+

All tests

+

+ + + + + + + +
   org.itmo.BFSConcurrencyTest101PASSEDINTERESTING
+
+ + diff --git a/results/brokenParallelBFSConcurrencyTestResults/org.itmo.BFSConcurrencyTest.html b/results/brokenParallelBFSConcurrencyTestResults/org.itmo.BFSConcurrencyTest.html new file mode 100644 index 0000000..3a66ff9 --- /dev/null +++ b/results/brokenParallelBFSConcurrencyTestResults/org.itmo.BFSConcurrencyTest.html @@ -0,0 +1,208 @@ + + + +Java Concurrency Stress test report + + + +

org.itmo.BFSConcurrencyTest

+

Description and references

+

null

+

Environment

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
java.specification.nameJava Platform API Specification
java.specification.vendorOracle Corporation
java.specification.version21
java.vendorOracle Corporation
java.version21.0.2
java.vm.nameOpenJDK 64-Bit Server VM
java.vm.vendorOracle Corporation
java.vm.version21.0.2+13-58
os.archaarch64
os.nameMac OS X
os.version14.4
+

Results

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
Compilation ModeScheduling ClassJava OptionsStatusObserved States
falsetrue
InterestingAcceptable
Обнаружена гонка данных: количество посещенных вершин != количеству вершин в графеВсе вершины посещены по одному разу
split
+    actor: Interpreter
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant]
+
OK48
split
+    actor: C1
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant]
+
OK84
split
+    actor: C2
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant]
+
OK66
split
+    actor: C2
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant, -XX:+StressLCM, -XX:+StressGCM, -XX:+StressIGVN, -XX:+StressCCP, -XX:StressSeed=1382136848]
+
OK75
split
+    actor: C2
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant, -XX:+StressLCM, -XX:+StressGCM, -XX:+StressIGVN, -XX:+StressCCP, -XX:StressSeed=1934568254]
+
OK57
split
+    actor: C2
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant, -XX:+StressLCM, -XX:+StressGCM, -XX:+StressIGVN, -XX:+StressCCP, -XX:StressSeed=316645469]
+
OK75
split
+    actor: C2
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant, -XX:+StressLCM, -XX:+StressGCM, -XX:+StressIGVN, -XX:+StressCCP, -XX:StressSeed=480205173]
+
OK48
split
+    actor: C2
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant, -XX:+StressLCM, -XX:+StressGCM, -XX:+StressIGVN, -XX:+StressCCP, -XX:StressSeed=69072765]
+
OK57
+

Messages

+

VM Output Streams

+

VM Error Streams

+ + diff --git a/results/brokenParallelBFSConcurrencyTestResults/text_results.txt b/results/brokenParallelBFSConcurrencyTestResults/text_results.txt new file mode 100644 index 0000000..4f29677 --- /dev/null +++ b/results/brokenParallelBFSConcurrencyTestResults/text_results.txt @@ -0,0 +1,3 @@ +RESULT SAMPLES FREQ EXPECT DESCRIPTION + false 46 47,92% Interesting Обнаружена гонка данных: количество посещенных вершин != ... + true 50 52,08% Acceptable Все вершины посещены по одному разу \ No newline at end of file diff --git a/results/experiments.md b/results/experiments.md new file mode 100644 index 0000000..8ea0aef --- /dev/null +++ b/results/experiments.md @@ -0,0 +1,193 @@ +# Эксперименты с параллельным BFS + +## Эксперимент 1: Тип очереди + +| Вершины | Рёбра | ConcurrentLinkedQueue (мс) | LinkedBlockingQueue (мс) | +|---------|----------|----------------------------|--------------------------| +| 10 | 10 | 0 | 0 | +| 10 | 50 | 1 | 0 | +| 10 | 90 | 0 | 0 | +| 100 | 5000 | 1 | 0 | +| 100 | 9900 | 1 | 1 | +| 1000 | 50000 | 14 | 239 | +| 1000 | 100000 | 2 | 173 | +| 1000 | 500000 | 3 | 170 | +| 1000 | 900000 | 7 | 177 | +| 10000 | 1000000 | 10 | 271 | +| 10000 | 2000000 | 13 | 245 | +| 10000 | 5000000 | 19 | 186 | +| 50000 | 1000000 | 18 | 411 | +| 50000 | 5000000 | 30 | 279 | +| 100000 | 2000000 | 30 | 412 | +| 100000 | 5000000 | 46 | 374 | +| 1000000 | 10000000 | 233 | 1710 | +| 2000000 | 10000000 | 1264 | 2256 | + +## Эксперимент 2: Thread Pool + +## Сравнение производительности различных пулов потоков + +| Вершины | Рёбра | FixedThreadPool (мс) | CachedThreadPool (мс) | WorkStealingPool (мс) | +|---------|----------|----------------------|-----------------------|-----------------------| +| 10 | 10 | 0 | 0 | 0 | +| 10 | 50 | 0 | 0 | 0 | +| 10 | 90 | 0 | 0 | 0 | +| 100 | 5000 | 1 | 1 | 1 | +| 100 | 9900 | 1 | 0 | 1 | +| 1000 | 50000 | 12 | 54 | 17 | +| 1000 | 100000 | 2 | 14 | 4 | +| 1000 | 500000 | 3 | 27 | 6 | +| 1000 | 900000 | 7 | 26 | 6 | +| 10000 | 1000000 | 10 | 40 | 13 | +| 10000 | 2000000 | 12 | 61 | 16 | +| 10000 | 5000000 | 19 | 120 | 21 | +| 50000 | 1000000 | 18 | 109 | 19 | +| 50000 | 5000000 | 31 | 124 | 28 | +| 100000 | 2000000 | 26 | 215 | 39 | +| 100000 | 5000000 | 43 | 214 | 48 | +| 1000000 | 10000000 | 738 | 2686 | 1132 | +| 2000000 | 10000000 | 2227 | 2221 | 2243 | + +## Эксперимент 3: AtomicIntegerArray vs AtomicBoolean[] vs AtomicBitmap + +| Вершины | Рёбра | AtomicIntegerArray (мс) | AtomicBoolean[] (мс) | AtomicBitmap (мс) | +|------------|------------|-------------------------|----------------------|-------------------| +| 10 | 10 | 0 | 0 | 0 | +| 10 | 50 | 0 | 0 | 0 | +| 10 | 90 | 0 | 0 | 0 | +| 100 | 5,000 | 0 | 1 | 1 | +| 100 | 9,900 | 1 | 1 | 1 | +| 1,000 | 50,000 | 10 | 9 | 10 | +| 1,000 | 100,000 | 2 | 2 | 2 | +| 1,000 | 500,000 | 5 | 5 | 5 | +| 1,000 | 900,000 | 8 | 10 | 9 | +| 10,000 | 1,000,000 | 11 | 13 | 12 | +| 10,000 | 2,000,000 | 15 | 16 | 27 | +| 10,000 | 5,000,000 | 20 | 23 | 28 | +| 50,000 | 1,000,000 | 18 | 16 | 21 | +| 50,000 | 5,000,000 | 30 | 30 | 32 | +| 100,000 | 2,000,000 | 30 | 36 | 29 | +| 100,000 | 5,000,000 | 52 | 42 | 69 | +| 1,000,000 | 10,000,000 | 802 | 1019 | 755 | +| 2,000,000 | 10,000,000 | 2136 | 2265 | 2213 | + + +## Эксперимент 4: Порог для параллелизации + +| Constant | Time (ms) | +|----------|-----------| +| 1 | 247 | +| 2 | 297 | +| 3 | 277 | +| 4 | 245 | +| 6 | 268 | +| 8 | 288 | +| 10 | 243 | +| 12 | 313 | +| 14 | 334 | + +| Constant | Time (ms) | +|----------|-----------| +| 1 | 1085 | +| 2 | 970 | +| 3 | 944 | +| 4 | 980 | +| 6 | 943 | +| 8 | 943 | +| 10 | 941 | +| 12 | 945 | +| 14 | 950 | + + +## Эксперимент 5: CountDownLatch vs CyclicBarrier + +| Вершины | Рёбра | CountDownLatch (мс) | CyclicBarrier (мс) | +|-----------|------------|---------------------|--------------------| +| 2,000,000 | 10,000,000 | 1682 | 1715 | +| 1,000,000 | 10,000,000 | 230 | 339 | +| 100,000 | 5,000,000 | 43 | 50 | +| 100,000 | 2,000,000 | 24 | 27 | +| 50,000 | 5,000,000 | 29 | 33 | +| 50,000 | 1,000,000 | 15 | 16 | +| 10,000 | 5,000,000 | 18 | 26 | +| 10,000 | 2,000,000 | 21 | 24 | +| 10,000 | 1,000,000 | 9 | 8 | +| 1,000 | 900,000 | 9 | 7 | +| 1,000 | 500,000 | 7 | 5 | +| 1,000 | 100,000 | 5 | 3 | +| 1,000 | 50,000 | 5 | 4 | +| 100 | 9,900 | 0 | 0 | +| 100 | 5,000 | 0 | 0 | +| 10 | 90 | 0 | 0 | +| 10 | 50 | 0 | 0 | +| 10 | 10 | 0 | 0 | + + +## Эксперимент 6: Тянуть из очереди vs Обрабатывать chunk-ами + +| Вершины | Рёбра | Очередь (мс) | Chunk-и (мс) | +|---------|------------|--------------|--------------| +| 2000000 | 10000000 | 1715 | 2231 | +| 1000000 | 10000000 | 339 | 745 | +| 100000 | 5000000 | 50 | 43 | +| 100000 | 2000000 | 27 | 23 | +| 50000 | 5000000 | 33 | 31 | +| 50000 | 1000000 | 16 | 15 | +| 10000 | 5000000 | 26 | 19 | +| 10000 | 2000000 | 24 | 23 | +| 10000 | 1000000 | 8 | 9 | +| 1000 | 900000 | 7 | 8 | +| 1000 | 500000 | 5 | 6 | +| 1000 | 100000 | 3 | 4 | +| 1000 | 50000 | 4 | 4 | +| 100 | 9900 | 0 | 1 | +| 100 | 5000 | 0 | 0 | +| 10 | 90 | 0 | 0 | +| 10 | 50 | 0 | 0 | +| 10 | 10 | 0 | 0 | + +## Эксперимент 7: Количество потоков (ресурсов) + +| Threads | Time (ms) | Speedup | +|---------|-----------|---------| +| 1 | 1419 | 1.0x | +| 2 | 1122 | 1.26x | +| 4 | 960 | 1.48x | +| 8 | 1125 | 1.26x | +| 12 | 1134 | 1.25x | +| 16 | 1166 | 1.22x | +| 20 | 1151 | 1.23x | +| 24 | 1131 | 1.25x | +| 28 | 1129 | 1.26x | +| 32 | 1133 | 1.25x | + +![График времени выполнения от количества потоков](images/experiment7_time_vs_threads.png) + +![График ускорения от количества потоков](images/experiment7_speedup_vs_threads.png) + +## Эксперимент 8: Сравнение последовательной и параллельной реализаций + +| Вершины | Рёбра | Последовательное время (мс) | Параллельное время (мс) | +|---------|-----------|-----------------------------|-------------------------| +| 2000000 | 10000000 | 2116 | 1551 | +| 1000000 | 10000000 | 1037 | 331 | +| 100000 | 5000000 | 103 | 43 | +| 100000 | 2000000 | 37 | 23 | +| 50000 | 5000000 | 73 | 30 | +| 50000 | 1000000 | 27 | 15 | +| 10000 | 5000000 | 43 | 19 | +| 10000 | 2000000 | 36 | 18 | +| 10000 | 1000000 | 18 | 9 | +| 1000 | 900000 | 14 | 8 | +| 1000 | 500000 | 8 | 6 | +| 1000 | 100000 | 1 | 4 | +| 1000 | 50000 | 0 | 5 | +| 100 | 9900 | 0 | 0 | +| 100 | 5000 | 0 | 0 | +| 10 | 90 | 0 | 0 | +| 10 | 50 | 0 | 0 | +| 10 | 10 | 0 | 0 | + +![Сравнение времени последовательной и параллельной реализаций](images/experiment8_time_comparison.png) + +![Ускорение параллельной реализации для разных размеров графов](images/experiment8_speedup_vs_graph_size.png) diff --git a/results/images/experiment7_speedup_vs_threads.png b/results/images/experiment7_speedup_vs_threads.png new file mode 100644 index 0000000000000000000000000000000000000000..650fd3e680f0a81aaf93d7444df0f6482dca10ef GIT binary patch literal 123231 zcmeGFcT|;U8a@h}$t0P?L?fuEphN`}5C|x}B_pVyfOL_jAfnXJJD6gm36ZLRU??Iz zpmb!%NYRZz=p7;mNEhk-T=z~)=B%^U_pR@bZ>`@ShgmZgaPN1&@AKUE)$V5k&Z?jM 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+

FAILED tests

+

Strong asserts were violated. Correct implementations should have no assert failures here.

+ +
+None! +
+
+
+

ERROR tests

+

Tests break for some reason, other than failing the assert. Correct implementations should have none.

+ +
+None! +
+
+
+

INTERESTING tests

+

Some interesting behaviors observed. This is for the plain curiosity.

+ +
+None! +
+
+
+

All tests

+

+ + + + + + + +
   org.itmo.BFSConcurrencyTest101PASSED
+
+ + diff --git a/results/parallelBFSConcurrencyTestResults/org.itmo.BFSConcurrencyTest.html b/results/parallelBFSConcurrencyTestResults/org.itmo.BFSConcurrencyTest.html new file mode 100644 index 0000000..9c1ea2b --- /dev/null +++ b/results/parallelBFSConcurrencyTestResults/org.itmo.BFSConcurrencyTest.html @@ -0,0 +1,197 @@ + + + +Java Concurrency Stress test report + + + +

org.itmo.BFSConcurrencyTest

+

Description and references

+

null

+

Environment

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
java.specification.nameJava Platform API Specification
java.specification.vendorOracle Corporation
java.specification.version21
java.vendorOracle Corporation
java.version21.0.2
java.vm.nameOpenJDK 64-Bit Server VM
java.vm.vendorOracle Corporation
java.vm.version21.0.2+13-58
os.archaarch64
os.nameMac OS X
os.version14.4
+

Results

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
Compilation ModeScheduling ClassJava OptionsStatusObserved States
true
Acceptable
Все вершины посещены по одному разу
split
+    actor: Interpreter
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant]
+
OK12
split
+    actor: C1
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant]
+
OK12
split
+    actor: C2
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant]
+
OK12
split
+    actor: C2
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant, -XX:+StressLCM, -XX:+StressGCM, -XX:+StressIGVN, -XX:+StressCCP, -XX:StressSeed=1340871532]
+
OK12
split
+    actor: C2
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant, -XX:+StressLCM, -XX:+StressGCM, -XX:+StressIGVN, -XX:+StressCCP, -XX:StressSeed=1353020130]
+
OK12
split
+    actor: C2
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant, -XX:+StressLCM, -XX:+StressGCM, -XX:+StressIGVN, -XX:+StressCCP, -XX:StressSeed=1689672710]
+
OK12
split
+    actor: C2
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant, -XX:+StressLCM, -XX:+StressGCM, -XX:+StressIGVN, -XX:+StressCCP, -XX:StressSeed=1723719835]
+
OK12
split
+    actor: C2
+
    actor: package group free, core group free
+
+
[-Dfile.encoding=UTF-8, -Duser.country=RU, -Duser.language=ru, -Duser.variant, -XX:+StressLCM, -XX:+StressGCM, -XX:+StressIGVN, -XX:+StressCCP, -XX:StressSeed=2121722055]
+
OK12
+

Messages

+

VM Output Streams

+

VM Error Streams

+ + diff --git a/results/parallelBFSConcurrencyTestResults/text_results.txt b/results/parallelBFSConcurrencyTestResults/text_results.txt new file mode 100644 index 0000000..6067432 --- /dev/null +++ b/results/parallelBFSConcurrencyTestResults/text_results.txt @@ -0,0 +1,8 @@ +RUN RESULTS: + Interesting tests: No matches. + + Failed tests: No matches. + + Error tests: No matches. + + All remaining tests: 1 matching test results. Use -v to print them. \ No newline at end of file diff --git a/src/main/java/org/itmo/Graph.java b/src/main/java/org/itmo/Graph.java index 141a0b6..a8892cb 100644 --- a/src/main/java/org/itmo/Graph.java +++ b/src/main/java/org/itmo/Graph.java @@ -1,29 +1,185 @@ package org.itmo; -import java.util.*; +import java.util.ArrayList; +import java.util.LinkedList; import java.util.concurrent.*; -import java.util.concurrent.atomic.AtomicBoolean; import java.util.concurrent.atomic.AtomicInteger; +import java.util.concurrent.atomic.AtomicIntegerArray; class Graph { private final int V; + private int E; private final ArrayList[] adjList; + private AtomicInteger visitedCounter; Graph(int vertices) { this.V = vertices; + this.E = 0; adjList = new ArrayList[vertices]; + for (int i = 0; i < vertices; ++i) { adjList[i] = new ArrayList<>(); } + + visitedCounter = new AtomicInteger(0); } void addEdge(int src, int dest) { if (!adjList[src].contains(dest)) { adjList[src].add(dest); + E++; + } + } + + int getVisitedCounterValue() { + return visitedCounter.get(); + } + + int getNumberOfVertices() { + return V; + } + + private void processVertex( + int vertex, + AtomicIntegerArray visited, + ConcurrentLinkedQueue nextLevel + ) { + ArrayList neighbors = adjList[vertex]; + + for (int neighbor : neighbors) { + if (visited.compareAndSet(neighbor, 0, 1)) { + visitedCounter.incrementAndGet(); + nextLevel.add(neighbor); + } + } + } + + private void brokenProcessVertex( + int vertex, + AtomicIntegerArray visited, + ConcurrentLinkedQueue nextLevel + ) { + ArrayList neighbors = adjList[vertex]; + + for (int neighbor : neighbors) { + // НАМЕРЕННАЯ ОШИБКА: разделяем проверку и установку + if (visited.get(neighbor) == 0) { + visited.set(neighbor, 1); + visitedCounter.incrementAndGet(); + nextLevel.add(neighbor); + } + } + } + + private void processLevelInParallel( + ConcurrentLinkedQueue currentLevel, + int numberOfThreads, + AtomicIntegerArray visited, + ConcurrentLinkedQueue nextLevel, + ExecutorService executor, + boolean broken + ) { + CountDownLatch levelCompletionLatch = new CountDownLatch(numberOfThreads); + + for (int i = 0; i < numberOfThreads; i++) { + executor.execute(() -> { + try { + while (true) { + Integer vertex = currentLevel.poll(); + if (vertex == null) { + break; + } + + if (broken) { + brokenProcessVertex(vertex, visited, nextLevel); + } else { + processVertex(vertex, visited, nextLevel); + } + } + } finally { + levelCompletionLatch.countDown(); + } + }); + } + + try { + levelCompletionLatch.await(); + } catch (InterruptedException e) { + Thread.currentThread().interrupt(); } } void parallelBFS(int startVertex) { + System.out.println("Вызываем bfs для графа с количеством вершин = " + V + "; количеством ребер = " + E); + if (V < 1000 || E < V * 5) { + System.out.println("Скорее всего эффективнее будет использовать однопоточную реализацию"); + bfs(startVertex); + return; + } + + int numberOfThreads = Math.min(Runtime.getRuntime().availableProcessors(), 4); + parallelBFS(startVertex, numberOfThreads); + } + + void brokenParallelBFS(int startVertex, int numberOfThreads) { + parallelBFS(startVertex, numberOfThreads, 10, true); + } + + void parallelBFS(int startVertex, int numberOfThreads) { + parallelBFS(startVertex, numberOfThreads, 10, false); + } + + void parallelBFS(int startVertex, int numberOfThreads, int parallelismThresholdConstant, boolean broken) { + if (startVertex < 0 || startVertex >= V) { + throw new IllegalArgumentException("Invalid start vertex: " + startVertex); + } + if (numberOfThreads <= 0) { + throw new IllegalArgumentException("Invalid number of threads: " + numberOfThreads); + } + + AtomicIntegerArray visited = new AtomicIntegerArray(V); + + if (!visited.compareAndSet(startVertex, 0, 1)) { + return; + } + visitedCounter.incrementAndGet(); + + ConcurrentLinkedQueue currentLevel = new ConcurrentLinkedQueue<>(); + currentLevel.add(startVertex); + + ExecutorService executor = Executors.newFixedThreadPool(numberOfThreads); + + try { + while (!currentLevel.isEmpty()) { + ConcurrentLinkedQueue nextLevel = new ConcurrentLinkedQueue<>(); + int levelSize = currentLevel.size(); + + if (levelSize < numberOfThreads * parallelismThresholdConstant) { + Integer vertex; + while ((vertex = currentLevel.poll()) != null) { + if (broken) { + brokenProcessVertex(vertex, visited, nextLevel); + } else { + processVertex(vertex, visited, nextLevel); + } + } + } else { + processLevelInParallel(currentLevel, numberOfThreads, visited, nextLevel, executor, broken); + } + + currentLevel = nextLevel; + } + } finally { + executor.shutdown(); + try { + if (!executor.awaitTermination(5, TimeUnit.SECONDS)) { + executor.shutdownNow(); + } + } catch (InterruptedException exception) { + executor.shutdownNow(); + Thread.currentThread().interrupt(); + } + } } //Generated by ChatGPT @@ -34,6 +190,7 @@ void bfs(int startVertex) { visited[startVertex] = true; queue.add(startVertex); + visitedCounter.incrementAndGet(); while (!queue.isEmpty()) { startVertex = queue.poll(); @@ -41,6 +198,7 @@ void bfs(int startVertex) { for (int n : adjList[startVertex]) { if (!visited[n]) { visited[n] = true; + visitedCounter.incrementAndGet(); queue.add(n); } } diff --git a/src/test/java/org/itmo/BFSConcurrencyTest.java b/src/test/java/org/itmo/BFSConcurrencyTest.java new file mode 100644 index 0000000..4bcb2de --- /dev/null +++ b/src/test/java/org/itmo/BFSConcurrencyTest.java @@ -0,0 +1,31 @@ +package org.itmo; + +import org.openjdk.jcstress.annotations.*; +import org.openjdk.jcstress.infra.results.Z_Result; + +import java.util.Random; + +@JCStressTest +@Outcome(id = "true", expect = Expect.ACCEPTABLE, desc = "Все вершины посещены по одному разу") +@Outcome(id = "false", expect = Expect.ACCEPTABLE_INTERESTING, desc = "Обнаружена гонка данных: количество посещенных вершин != количеству вершин в графе") +@State +public class BFSConcurrencyTest { + + private Graph graph = null; + + private void setup() { + Random r = new Random(42); + graph = new RandomGraphGenerator().generateGraph(r, 50_000, 5_000_000); + } + + @Actor + public void actor() { + setup(); + graph.parallelBFS(0, 8); // or brokenParallelBFS + } + + @Arbiter + public void arbiter(Z_Result r) { + r.r1 = (graph.getVisitedCounterValue() == graph.getNumberOfVertices()); + } +} diff --git a/src/test/java/org/itmo/BFSTest.java b/src/test/java/org/itmo/BFSTest.java index 7bf9098..999926d 100644 --- a/src/test/java/org/itmo/BFSTest.java +++ b/src/test/java/org/itmo/BFSTest.java @@ -14,26 +14,100 @@ public class BFSTest { @Test public void bfsTest() throws IOException { - int[] sizes = new int[]{10, 100, 1000, 10_000, 10_000, 50_000, 100_000, 1_000_000, 2_000_000}; - int[] connections = new int[]{50, 500, 5000, 50_000, 100_000, 1_000_000, 1_000_000, 10_000_000, 10_000_000}; + int[] sizes = new int[]{2_000_000, 1_000_000, 100_000, 100_000, 50_000, 50_000, 10_000, 10_000, 10_000, 1_000, 1_000, 1_000, 1_000, 100, 100, 10, 10, 10}; + int[] connections = new int[]{10_000_000, 10_000_000, 5_000_000, 2_000_000, 5_000_000, 1_000_000, 5_000_000, 2_000_000, 1_000_000, 900_000, 500_000, 100_000, 50_000, 9_900, 5_000, 90, 50, 10}; + Random r = new Random(42); - try (FileWriter fw = new FileWriter("tmp/results.txt")) { + int approximateConst = 5; + + try (FileWriter fw = new FileWriter("results/results.txt")) { for (int i = 0; i < sizes.length; i++) { System.out.println("--------------------------"); System.out.println("Generating graph of size " + sizes[i] + " ...wait"); - Graph g = new RandomGraphGenerator().generateGraph(r, sizes[i], connections[i]); - System.out.println("Generation completed!\nStarting bfs"); - long serialTime = executeSerialBfsAndGetTime(g); - long parallelTime = executeParallelBfsAndGetTime(g); + + long serialTime = 0; + long parallelTime = 0; + + for (int j = 0; j < approximateConst; j++) { + Graph g = new RandomGraphGenerator().generateGraph(r, sizes[i], connections[i]); + System.out.println("Generation " + j + " completed\nStarting bfs"); + + serialTime += executeSerialBfsAndGetTime(g); + parallelTime += executeParallelBfsAndGetTime(g); + + if (g.getVisitedCounterValue() != g.getNumberOfVertices() * 2) { + System.out.println("[WARN] graph.getVisitedCounterValue() = " + g.getVisitedCounterValue() / 2 + "\ngraph.getNumberOfVertices() = " + g.getNumberOfVertices()); + } + + Runtime.getRuntime().gc(); + } + + serialTime /= approximateConst; + parallelTime /= approximateConst; + fw.append("Times for " + sizes[i] + " vertices and " + connections[i] + " connections: "); fw.append("\nSerial: " + serialTime); fw.append("\nParallel: " + parallelTime); fw.append("\n--------\n"); } + fw.flush(); } } + @Test + public void threadCountExperiment() throws IOException { + int[] threadCounts = {1, 2, 4, 8, 12, 16, 20, 24, 28, 32}; + int graphSize = 2_000_000; + int connections = 10_000_000; + int approximateConst = 10; + + Graph g = new RandomGraphGenerator().generateGraph(new Random(42), graphSize, connections); + + try (FileWriter fw = new FileWriter("results/thread_experiment.txt")) { + fw.append("Threads,Time\n"); + + for (int threads : threadCounts) { + long totalTime = 0; + + for (int i = 0; i < approximateConst; i++) { + totalTime += executeParallelBFSWithThreads(g, threads); + Runtime.getRuntime().gc(); + } + + long avgTime = totalTime / approximateConst; + fw.append(threads + "," + avgTime + "\n"); + } + } + } + + @Test + public void thresholdConstantExperiment() throws IOException { + int[] constants = {1, 2, 3, 4, 6, 8, 10, 12, 14}; + int graphSize = 2_000_000; + int connections = 10_000_000; + int threads = 4; + int approximateConst = 10; + + Graph g = new RandomGraphGenerator().generateGraph(new Random(42), graphSize, connections); + + try (FileWriter fw = new FileWriter("results/threshold_constant_experiment.txt")) { + fw.append("Constant,Time\n"); + + for (int constant : constants) { + long totalTime = 0; + + for (int i = 0; i < approximateConst; i++) { + totalTime += executeParallelBFSWithThreadsAndConstant(g, threads, constant); + Runtime.getRuntime().gc(); + } + + long avgTime = totalTime / approximateConst; + fw.append(constant + "," + avgTime + "\n"); + } + } + } + private long executeSerialBfsAndGetTime(Graph g) { long startTime = System.currentTimeMillis(); @@ -49,4 +123,18 @@ private long executeParallelBfsAndGetTime(Graph g) { return endTime - startTime; } + private long executeParallelBFSWithThreads(Graph g, int numberOfThreads) { + long startTime = System.currentTimeMillis(); + g.parallelBFS(0, numberOfThreads); + long endTime = System.currentTimeMillis(); + return endTime - startTime; + } + + private long executeParallelBFSWithThreadsAndConstant(Graph g, int numberOfThreads, int constant) { + long startTime = System.currentTimeMillis(); + g.parallelBFS(0, numberOfThreads, constant, false); + long endTime = System.currentTimeMillis(); + return endTime - startTime; + } + } diff --git a/tmp/results.txt b/tmp/results.txt deleted file mode 100644 index 027e7f9..0000000 --- a/tmp/results.txt +++ /dev/null @@ -1,32 +0,0 @@ -Times for 10 vertices and 50 connections: -Serial: 0 -Parallel: 0 --------- -Times for 100 vertices and 500 connections: -Serial: 0 -Parallel: 0 --------- -Times for 1000 vertices and 5000 connections: -Serial: 1 -Parallel: 0 --------- -Times for 10000 vertices and 50000 connections: -Serial: 3 -Parallel: 0 --------- -Times for 10000 vertices and 100000 connections: -Serial: 2 -Parallel: 0 --------- -Times for 50000 vertices and 1000000 connections: -Serial: 30 -Parallel: 0 --------- -Times for 100000 vertices and 1000000 connections: -Serial: 18 -Parallel: 0 --------- -Times for 1000000 vertices and 10000000 connections: -Serial: 307 -Parallel: 0 ---------

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+

+100% +

+ + + +
 
Overall pass rate: 1/1 
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
java.specification.nameJava Platform API Specification
java.specification.vendorOracle Corporation
java.specification.version21
java.vendorOracle Corporation
java.version21.0.2
java.vm.nameOpenJDK 64-Bit Server VM
java.vm.vendorOracle Corporation
java.vm.version21.0.2+13-58
os.archaarch64
os.nameMac OS X
os.version14.4
+
+