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                                      Stream.toList()和Collectors.toList()的性能比较

                                      程序猿DD原创2022年5月22日
                                      • Java
                                      • Java 16
                                      大约 3 分钟

                                      # Stream.toList()和Collectors.toList()的性能比较

                                      昨天给大家介绍了Java 16中的Stream增强,可以直接通过toList()来转换成List。

                                      主要涉及下面这几种转换方式:

                                      list.stream().toList();
                                      list.stream().collect(Collectors.toList());
                                      list.stream().collect(Collectors.toUnmodifiableList());
                                      

                                      然后,看到有网友评论问:Stream.toList()和Collectors.toList()的区别是什么?哪个性能好?

                                      处理结果的区别,其实上一篇文章和视频里都有说:

                                      • Stream.toList()返回的List是不可变List,不能增删改
                                      • Collectors.toList()返回的是个普通的List,可以增删改
                                      • Collectors.toUnmodifiableList()返回的List是不可变List,不能增删改

                                      而至于性能的话,今天我们就来测试一下,看看哪个性能更好。

                                      @BenchmarkMode(Mode.All)
                                      @Fork(1)
                                      @State(Scope.Thread)
                                      @Warmup(iterations = 20, time = 1, batchSize = 10000)
                                      @Measurement(iterations = 20, time = 1, batchSize = 10000)
                                      public class BenchmarkStreamToList {
                                      
                                          @Benchmark
                                          public List<Integer> streamToList() {
                                              return IntStream.range(1, 1000).boxed().toList();
                                          }
                                      
                                          @Benchmark
                                          public List<Integer> collectorsToList() {
                                              return IntStream.range(1, 1000).boxed().collect(Collectors.toList());
                                          }
                                      
                                          @Benchmark
                                          public List<Integer> streamToList() {
                                              return IntStream.range(1, 1000).boxed().toList();
                                          }
                                      
                                      }
                                      

                                      结果报告:

                                      Benchmark                                                                                  Mode  Cnt   Score    Error  Units
                                      BenchmarkStreamToList.collectorsToList                                                    thrpt   20  24.422 ±  0.268  ops/s
                                      BenchmarkStreamToList.collectorsToUnmodifiableList                                        thrpt   20  22.784 ±  0.599  ops/s
                                      BenchmarkStreamToList.streamToList                                                        thrpt   20  31.779 ±  1.732  ops/s
                                      BenchmarkStreamToList.collectorsToList                                                     avgt   20   0.045 ±  0.006   s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList                                         avgt   20   0.062 ±  0.035   s/op
                                      BenchmarkStreamToList.streamToList                                                         avgt   20   0.040 ±  0.028   s/op
                                      BenchmarkStreamToList.collectorsToList                                                   sample  445   0.046 ±  0.002   s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p0.00                            sample        0.039            s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p0.50                            sample        0.041            s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p0.90                            sample        0.057            s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p0.95                            sample        0.073            s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p0.99                            sample        0.102            s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p0.999                           sample        0.150            s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p0.9999                          sample        0.150            s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p1.00                            sample        0.150            s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList                                       sample  460   0.044 ±  0.001   s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p0.00    sample        0.042            s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p0.50    sample        0.044            s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p0.90    sample        0.046            s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p0.95    sample        0.047            s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p0.99    sample        0.051            s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p0.999   sample        0.057            s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p0.9999  sample        0.057            s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p1.00    sample        0.057            s/op
                                      BenchmarkStreamToList.streamToList                                                       sample  655   0.031 ±  0.001   s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p0.00                                    sample        0.030            s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p0.50                                    sample        0.031            s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p0.90                                    sample        0.032            s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p0.95                                    sample        0.033            s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p0.99                                    sample        0.035            s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p0.999                                   sample        0.037            s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p0.9999                                  sample        0.037            s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p1.00                                    sample        0.037            s/op
                                      BenchmarkStreamToList.collectorsToList                                                       ss   20   0.043 ±  0.001   s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList                                           ss   20   0.045 ±  0.004   s/op
                                      BenchmarkStreamToList.streamToList                                                           ss   20   0.031 ±  0.001   s/op
                                      

                                      从报告中我们可以看到:

                                      • 吞吐量:streamToList > collectorsToList > collectorsToUnmodifiableList
                                      • 平均耗时:streamToList > collectorsToList > collectorsToUnmodifiableList
                                      • p0.9999耗时:streamToList > collectorsToUnmodifiableList > collectorsToList
                                      • 冷启动耗时:streamToList > collectorsToList > collectorsToUnmodifiableList

                                      所以,Stream.toList()的性能要各方面都要好于Collectors.toList()和Collectors.toUnmodifiableList()。

                                      再放大一些数据量,试试:

                                      @Benchmark
                                      public List<Integer> streamToList() {
                                        return IntStream.range(1, 10000).boxed().toList();
                                      }
                                      
                                      @Benchmark
                                      public List<Integer> collectorsToList() {
                                        return IntStream.range(1, 10000).boxed().collect(Collectors.toList());
                                      }
                                      
                                      @Benchmark
                                      public List<Integer> streamToList() {
                                        return IntStream.range(1, 10000).boxed().toList();
                                      }
                                      

                                      结果报告:

                                      Benchmark                                                                                  Mode  Cnt  Score   Error  Units
                                      BenchmarkStreamToList.collectorsToList                                                    thrpt   20  2.186 ± 0.162  ops/s
                                      BenchmarkStreamToList.collectorsToUnmodifiableList                                        thrpt   20  2.184 ± 0.042  ops/s
                                      BenchmarkStreamToList.streamToList                                                        thrpt   20  3.538 ± 0.058  ops/s
                                      BenchmarkStreamToList.collectorsToList                                                     avgt   20  0.426 ± 0.004   s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList                                         avgt   20  0.469 ± 0.016   s/op
                                      BenchmarkStreamToList.streamToList                                                         avgt   20  0.293 ± 0.008   s/op
                                      BenchmarkStreamToList.collectorsToList                                                   sample   58  0.448 ± 0.049   s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p0.00                            sample       0.414           s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p0.50                            sample       0.422           s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p0.90                            sample       0.458           s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p0.95                            sample       0.560           s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p0.99                            sample       1.160           s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p0.999                           sample       1.160           s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p0.9999                          sample       1.160           s/op
                                      BenchmarkStreamToList.collectorsToList:collectorsToList·p1.00                            sample       1.160           s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList                                       sample   60  0.458 ± 0.004   s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p0.00    sample       0.447           s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p0.50    sample       0.455           s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p0.90    sample       0.471           s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p0.95    sample       0.482           s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p0.99    sample       0.492           s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p0.999   sample       0.492           s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p0.9999  sample       0.492           s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList:collectorsToUnmodifiableList·p1.00    sample       0.492           s/op
                                      BenchmarkStreamToList.streamToList                                                       sample   78  0.293 ± 0.012   s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p0.00                                    sample       0.277           s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p0.50                                    sample       0.284           s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p0.90                                    sample       0.309           s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p0.95                                    sample       0.377           s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p0.99                                    sample       0.459           s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p0.999                                   sample       0.459           s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p0.9999                                  sample       0.459           s/op
                                      BenchmarkStreamToList.streamToList:streamToList·p1.00                                    sample       0.459           s/op
                                      BenchmarkStreamToList.collectorsToList                                                       ss   20  0.474 ± 0.133   s/op
                                      BenchmarkStreamToList.collectorsToUnmodifiableList                                           ss   20  0.493 ± 0.099   s/op
                                      BenchmarkStreamToList.streamToList                                                           ss   20  0.325 ± 0.056   s/op
                                      

                                      从报告中我们可以看到

                                      • 吞吐量:streamToList > collectorsToList > collectorsToUnmodifiableList
                                      • 平均耗时:streamToList > collectorsToList > collectorsToUnmodifiableList
                                      • p0.9999耗时:streamToList > collectorsToUnmodifiableList > collectorsToList
                                      • 冷启动耗时:streamToList > collectorsToList > collectorsToUnmodifiableList

                                      所以,即使集合内的元素增大,Stream.toList()的性能在各方面依然都要好于Collectors下的方法。

                                      好了,今天的分享就到这里,你学会了吗?

                                      本期视频:https://www.bilibili.com/video/BV16Y411F7Pm/open in new window

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                                      上次编辑于: 2022/5/25 02:26:17
                                      贡献者: dd
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