From 61670368a24bde9d37c6a40e35449051168a9a46 Mon Sep 17 00:00:00 2001 From: QiangHeisenberg <46313511+QiangHeisenberg@users.noreply.github.com> Date: Mon, 14 Sep 2020 10:35:48 +0800 Subject: [PATCH 1/8] Update go_dev_env.md --- tutorial/environment/go_dev_env/go_dev_env.md | 377 +++++++++++++----- 1 file changed, 288 insertions(+), 89 deletions(-) diff --git a/tutorial/environment/go_dev_env/go_dev_env.md b/tutorial/environment/go_dev_env/go_dev_env.md index 5a8f858..1542ed1 100644 --- a/tutorial/environment/go_dev_env/go_dev_env.md +++ b/tutorial/environment/go_dev_env/go_dev_env.md @@ -1,10 +1,10 @@ -# Golang 在ARM64开发环境配置 +# Go 在ARM64开发环境配置 ### 1. 在ARM64服务器上配置开发环境 Go语言开发包是go语言的实现,内容包括版本的语法、编译、运行、标准库以及其他一些必要资源。 -1) Goland语言包官网:https://golang.google.cn/dl/ +1) Go语言包官网:https://golang.google.cn/dl/ 2) 下载打开页面之后根据自己的需求选择对应平台下载,本次安装选择[go1.14.2.linux-arm64](https://dl.google.com/go/go1.14.2.linux-arm64.tar.gz) ,是发行版1.14.2对应linux系统、arm64处理器架构的特定版本。如下图所示: @@ -73,69 +73,187 @@ func main() { ![image](images/image-result.png) -10) 到这里Golang开发环境就准备完毕了 +10) 到这里Go语言开发环境就准备完毕了 -### 2. Golang官方仓库准备 -Golang是一个开源的项目,每个人都可以贡献代码,下面我们讲解如何获取官方仓库 -```bash -$ git clone https://go.googlesource.com/go -$ cd go/src + +### 2 .使用[Go benchmark](https://golang.google.cn/pkg/testing/)获取性能分析 + +benchmark基准测试是测量一个程序在固定工作负载下的性能。在Go语言中,基准测试以Benchmark为前缀并且带有一个 *testing.B 类型的参数。 + +#### 1).Go源码包中有对应的基准测试程序 + +基准测试的代码文件必须以_test.go结尾,基准测试的函数必须以Benchmark开头。 + +首先进入文件目录: + ``` -根据Commit ID可以自由创建分支进行测试,如下通过ID: 0c68b79创建了名称为test-simd的分支 -```bash -$ git checkout -b test-simd 0c68b79 +go/src ``` -从源码编译并测试Golang -```bash -$ cd go/src -$ bash all.bash + +在对标准库的函数进行基准测试的时候可以在命令行执行以下命令,就可以执行你指定的包中所有以Benchmark开头的测试文件: + +``` +go test xxx/yyy -v -bench ^Benchmark -benchmem -count n -run ^$ >> zzz.txt ``` -编译后我们将在go/bin目录下获得go工具 -### 3 使用benchmark获取性能分析报告 +`注:` -设置临时环境变量(仅在本条命令中有效),并使用新编译的 Go 执行测试用例,当然这里也可以直接使用第一节中安装的go发布版来执行测试用例 -```bash -$ GOROOT=`pwd`/..; $GOROOT/bin/go test bytes -v -bench ^BenchmarkEqual$ -run ^$ -cpuprofile=cpu.out +`-bench:它指明要测试的函数` + +`xxx/yyy:表示进行基准测试的包所在的目录文件,例如:math/bits;` + +`-benchmem:表示性能测试的时候显示测试函数的内存分配大小,内存分配次数的统计信息` + +`n:表示对测试执行几次基准测试` + +`zzz.txt:表示将计算得到的信息保存在zzz.txt文件中;` + +#### 2).Go源码包中没有对应的基准测试程序 + +如果在Go标准库中并没有指定函数的基准测试,或者你需要自己写一个函数的基准测试,那么你需要满足以下规则: + +1. 基准测试的代码文件必须以_test.go结尾,基准测试函数以Benchmark开头; + +2. 基准测试函数只有一个参数,即b *testing.B,且无返回值,那么基准测试名为: + + ``` + func BenchmarkFUNCNAME(b *testing.B) + ``` + +3. 将被测试的代码放在最后的循环中 + +4. 自己编写基准测试程序举例如下: + + ```go + package test + + import ( + "testing" + ) + + func add(a, b int) int { + return a + b + } + + func BenchmarkAdd(b *testing.B) { + for i := 0; i < b.N; i++ { + _ = add(i, i) + } + } + ``` + +然后保存文件。 + +进入文件所在目录下,在命令行输入以下命令: + +``` +go test -v -bench ^Benchmark . -benchmem -count n -run ^$ >> xxx.txt +``` + +`注:` + +`. :表示是测试当前所有以Benchmark为前缀函数` + +`n:表示测试样本数据` + +`xxx.txt:表示将测试结果存储在xxx.txt文件中` + + + +### 3 .使用[Go pprof](https://golang.google.cn/pkg/runtime/pprof/)工具进一步分析性能 + +通过 Go 提供的性能分析工具 pprof 操作 cpu.out 文件,我们可以查看并分析对 cpu 性能消耗大的函数。 + +``` +// 进入以下目录 +go/src +// 在命令行输入以下命令 +go test xxxx -v -bench ^Benchmarkyyyy$ -run ^$ -cpuprofile=cpu.out +``` + +`注:` + +`xxxx:表示想要获得的函数所在的包名` + +`Benchmarkyyyy:其中yyyy表示测试的函数的名` + +`cpuprofile=cpu.out:表示将测试的结果保存在cpu.out中` + +然后我们可以通过以下命令来查看CPU的使用信息: + +``` +go tool pprof cpu.out +// 在弹出的框中输入以下命令查看对CPU消耗最大的前n个函数 +top n +// 再输入以下命令可以查看函数内部详细的耗时信息 +list xxxx +``` + +`注:` + +`n:表示前n项,可自己指定` + +`xxxx:xxxx表示函数名` + +示例: + +在go/src目录下,命令行输入命令: + +``` +go test bytes -v -bench ^BenchmarkEqual$ -run ^$ -cpuprofile=cpu.out +``` + +获得以下信息: + +``` goos: linux goarch: arm64 pkg: bytes -BenchmarkEqual/0-8 500000000 3.84 ns/op -BenchmarkEqual/1-8 300000000 5.44 ns/op 183.74 MB/s -BenchmarkEqual/6-8 100000000 10.0 ns/op 598.26 MB/s -BenchmarkEqual/9-8 100000000 12.4 ns/op 728.51 MB/s -BenchmarkEqual/15-8 100000000 17.0 ns/op 880.77 MB/s -BenchmarkEqual/16-8 100000000 17.8 ns/op 901.06 MB/s -BenchmarkEqual/20-8 100000000 20.9 ns/op 956.05 MB/s -BenchmarkEqual/32-8 50000000 30.5 ns/op 1050.11 MB/s -BenchmarkEqual/4K-8 500000 3176 ns/op 1289.51 MB/s -BenchmarkEqual/4M-8 500 3468668 ns/op 1209.20 MB/s -BenchmarkEqual/64M-8 20 53439570 ns/op 1255.79 MB/s +BenchmarkEqual/0-8 500000000 3.66 ns/op +BenchmarkEqual/1-8 200000000 9.44 ns/op 105.98 MB/s +BenchmarkEqual/6-8 200000000 9.83 ns/op 610.54 MB/s +BenchmarkEqual/9-8 100000000 10.7 ns/op 844.26 MB/s +BenchmarkEqual/15-8 100000000 10.4 ns/op 1441.79 MB/s +BenchmarkEqual/16-8 200000000 9.91 ns/op 1614.26 MB/s +BenchmarkEqual/20-8 100000000 12.0 ns/op 1667.08 MB/s +BenchmarkEqual/32-8 100000000 11.4 ns/op 2799.28 MB/s +BenchmarkEqual/4K-8 10000000 212 ns/op 19319.24 MB/s +BenchmarkEqual/4M-8 2000 614830 ns/op 6821.89 MB/s +BenchmarkEqual/64M-8 200 6779486 ns/op 9898.81 MB/s PASS -ok bytes 18.907s +ok bytes 21.121s +``` + +然后,命令行输入以下命令: + ``` -结果被保存在 cpu.out 文件中 +go tool pprof cpu.out +top 5 +``` + +那么就可以获得以下信息: -#### 4 使用pprof工具进一步分析性能 -通过 go 提供的性能分析工具 pprof 操作 cpu.out 文件,我们可以轻松查看并分析对 cpu 性能消耗大的函数。 ```bash -$ go tool pprof cpu.out File: bytes.test Type: cpu -Time: Apr 16, 2020 at 6:20pm (CST) -Duration: 19.97s, Total samples = 19.93s (99.81%) +Time: Aug 26, 2020 at 3:55pm (CST) +Duration: 21.02s, Total samples = 20.86s (99.26%) Entering interactive mode (type "help" for commands, "o" for options) -(pprof) top 3 -Showing nodes accounting for 19.75s, 99.10% of 19.93s total -Dropped 14 nodes (cum <= 0.10s) -Showing top 3 nodes out of 8 +(pprof) top 5 +Showing nodes accounting for 20800ms, 99.71% of 20860ms total +Dropped 24 nodes (cum <= 104.30ms) +Showing top 5 nodes out of 8 flat flat% sum% cum cum% - 14.32s 71.85% 71.85% 14.32s 71.85% bytes.Equal /home/chan/go/src/runtime/asm_arm64.s - 4.06s 20.37% 92.22% 17.49s 87.76% bytes_test.bmEqual.func1 /home/chan/go/src/bytes/bytes_test.go - 1.37s 6.87% 99.10% 2.31s 11.59% bytes_test.BenchmarkEqual.func1 /home/chan/go/src/bytes/bytes_test.go + 8930ms 42.81% 42.81% 8930ms 42.81% memeqbody + 3920ms 18.79% 61.60% 18600ms 89.17% bytes_test.bmEqual.func1 + 3750ms 17.98% 79.58% 16210ms 77.71% bytes.Equal + 3530ms 16.92% 96.50% 3530ms 16.92% internal/bytealg.Equal + 670ms 3.21% 99.71% 2200ms 10.55% bytes_test.BenchmarkEqual.func1 ``` -此处 " top 3 " 列出了 cpu 消耗前 3 的函数。其中各项含义如下: + +此处 " top 5 " 列出了 cpu 消耗前 5 的函数。其中各项含义如下: + - flat:当前函数占用CPU的耗时 - flat%: 当前函数占用CPU的耗时百分比 - sun%:函数占用CPU的耗时累计百分比 @@ -143,49 +261,130 @@ Showing top 3 nodes out of 8 - cum%:当前函数加上调用当前函数的函数占用CPU的总耗时百分比 - 最后一列:函数名称 -我们通过 pprof 的 list 命令可以查看 bytes.Equal 方法内部的详细耗时信息: +然后输入命令,就可以查看指定的函数memeqbody详细的耗时情况: + ```bash -(pprof) list bytes.Equal -Total: 19.93s -ROUTINE ======================== bytes.Equal in /home/xxx/go/src/runtime/asm_arm64.s - 14.32s 14.32s (flat, cum) 71.85% of Total - . . 865: MOVD R0, ret+24(FP) - . . 866: RET - . . 867: - . . 868:// TODO: share code with memequal? - . . 869:TEXT bytes·Equal(SB),NOSPLIT,$0-49 - 140ms 140ms 870: MOVD a_len+8(FP), R1 - 410ms 410ms 871: MOVD b_len+32(FP), R3 - 70ms 70ms 872: CMP R1, R3 // unequal lengths are not equal - . . 873: BNE notequal - 490ms 490ms 874: MOVD a+0(FP), R0 - 300ms 300ms 875: MOVD b+24(FP), R2 - . . 876: ADD R0, R1 // end - . . 877:loop: - 2.63s 2.63s 878: CMP R0, R1 - 10ms 10ms 879: BEQ equal // reaches the end - 5.72s 5.72s 880: MOVBU.P 1(R0), R4 - 4s 4s 881: MOVBU.P 1(R2), R5 - . . 882: CMP R4, R5 - 40ms 40ms 883: BEQ loop - . . 884:notequal: - . . 885: MOVB ZR, ret+48(FP) - . . 886: RET - . . 887:equal: - 380ms 380ms 888: MOVD $1, R0 - 130ms 130ms 889: MOVB R0, ret+48(FP) - . . 890: RET - . . 891: - . . 892:TEXT runtime·return0(SB), NOSPLIT, $0 - . . 893: MOVW $0, R0 - . . 894: RET -``` -上面结果展示的是 bytes.Equal 汇编代码的耗时情况,该汇编代码在 runtime 包的 asm_arm64.s 文件中,可以看到主要的耗时热点是 CMP 指令和 MOVBU.P 指令 - -### 5. 使用benchstat对比优化前后的性能数据 -有时我们做了一个优化,希望比较下优化前后两组benchmark数据,这时候我们可以使用benchstat, +list memeqbody +``` + + + +### 4. 使用[Go benchstat](https://github.com/golang/perf/tree/master/cmd/benchstat)对比优化前后的性能数据 + +benchstat是Go官方推荐的一款命令行工具,可以针对一组或多组样本进行分析,如果同时分析两组样本(比如优化前和优化后),还可以给出性能变化结果。 + +在命令行输入以下命令进行安装: + +``` +go get golang.org/x/perf/cmd/benchstat +``` + +在上面的benchmark介绍章节中,我们已经使用benchmark工具输出了性能测试的结果TXT文件。如果你对代码进行优化修改之后想查看优化之后的性能结果,那么你可以使用benchstat工具对优化前后的测试结果进行对比。 + ```bash -benchstat before-optimize after-optimize +benchstat old.txt new.txt ``` -获得类似如下的性能对比结果 -![image](images/SIMDEqualResult.png) + +`注:` + +`old.txt:表示优化前的benchmark测试结果` + +`new.txt:表示优化后的benchmark测试结果` + +在[官方](https://github.com/golang/perf/tree/master/cmd/benchstat)这个例子中给出了,工具使用举例。 + +示例: + +如果优化前的benchmark性能测试文件为old.txt, 并且信息如下: + +``` +BenchmarkGobEncode 100 13552735 ns/op 56.63 MB/s +BenchmarkJSONEncode 50 32395067 ns/op 59.90 MB/s +BenchmarkGobEncode 100 13553943 ns/op 56.63 MB/s +BenchmarkJSONEncode 50 32334214 ns/op 60.01 MB/s +BenchmarkGobEncode 100 13606356 ns/op 56.41 MB/s +BenchmarkJSONEncode 50 31992891 ns/op 60.65 MB/s +BenchmarkGobEncode 100 13683198 ns/op 56.09 MB/s +BenchmarkJSONEncode 50 31735022 ns/op 61.15 MB/s +``` + +优化后benchmark测试文件名为new.txt, 并且信息如下: + +``` +BenchmarkGobEncode 100 11773189 ns/op 65.19 MB/s +BenchmarkJSONEncode 50 32036529 ns/op 60.57 MB/s +BenchmarkGobEncode 100 11942588 ns/op 64.27 MB/s +BenchmarkJSONEncode 50 32156552 ns/op 60.34 MB/s +BenchmarkGobEncode 100 11786159 ns/op 65.12 MB/s +BenchmarkJSONEncode 50 31288355 ns/op 62.02 MB/s +BenchmarkGobEncode 100 11628583 ns/op 66.00 MB/s +BenchmarkJSONEncode 50 31559706 ns/op 61.49 MB/s +BenchmarkGobEncode 100 11815924 ns/op 64.96 MB/s +BenchmarkJSONEncode 50 31765634 ns/op 61.09 MB/s +``` + +那么就可以使用benchstat工具对优化前后的性能进行对比,输入命令: + +``` +benchstat old.txt new.txt +``` + +则会得到性能对比信息: + +``` +name old time/op new time/op delta +GobEncode 13.6ms ± 1% 11.8ms ± 1% -13.31% (p=0.016 n=4+5) +JSONEncode 32.1ms ± 1% 31.8ms ± 1% ~ (p=0.286 n=4+5) +``` + +`注:` + +`GobEncode/JSONEncode:为测试函数名` + +`time/op:表示每操作的耗时信息` + +`± 1%:表示离散值` + +`delta:表示性能差值百分比` + +`(p=0.016 n=4+5):p表示可信度,值越小,可信程度越高,n表示样本数量` + + + +### 5.使用GOSSAFUNC查看函数在编译过程中的优化以及结果 + +在Go代码执行过程中,Go编译器会对代码进行多次优化,最后转化为底层汇编程序在各个架构上执行。很多时候我们需要查看优化过程中程序的变化情况,或者是最终的汇编结果。 + +Go编译器提供了非常方便的功能,可以查看函数在编译过程中的代码变化以及汇编结果。 + +在想要查看的函数目录下,输入命令: + +``` +GOSSAFUNC=xxxx go build yyyy.go +``` + +`注:` + +`xxxx:表示想要查看的函数名` + +`yyyy:表示函数所在的文件名` + +点击之后,会在当前目录下生成一个ssa.html文件,使用浏览器打开即可查看各个优化过程中代码变化情况。 + +举例: + +进入Go目录: + +``` +go/src/encoding/base32 +``` + +输入命令,运行: + +``` +GOSSAFUNC=NewEncoding go build base32.go +``` + +生成一个ssa.html文件,用浏览器打开。便可得到编译过程中的代码优化情况以及汇编程序,如图所示: + +![image](images/ssa.png) From d84a6e077079a0604c73340f49d20463e78b7fa6 Mon Sep 17 00:00:00 2001 From: QiangHeisenberg <46313511+QiangHeisenberg@users.noreply.github.com> Date: Mon, 14 Sep 2020 10:56:41 +0800 Subject: [PATCH 2/8] Add files via upload --- tutorial/environment/go_dev_env/images/ssa.png | Bin 0 -> 86030 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 tutorial/environment/go_dev_env/images/ssa.png diff --git a/tutorial/environment/go_dev_env/images/ssa.png b/tutorial/environment/go_dev_env/images/ssa.png new file mode 100644 index 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"b/blog/compress_algorithm/compress_flate_algorithm/Golang\345\216\213\347\274\251\345\272\223flate\347\256\227\346\263\225\345\216\237\347\220\206\345\210\206\346\236\220.md" @@ -0,0 +1,161 @@ +# Go语言压缩库算法 - deflate算法介绍 + +在Go语言压缩库中,deflate算法是一个重要的算法,是多个压缩格式的核心算法。deflate算法由[LZ77](https://baike.baidu.com/item/LZ77%E7%BC%96%E7%A0%81)压缩和[Huffman](https://baike.baidu.com/item/%E5%93%88%E5%A4%AB%E6%9B%BC%E7%BC%96%E7%A0%81/1719730?fromtitle=HUFFMAN%E7%BC%96%E7%A0%81&fromid=364674&fr=aladdin)编码组成。接下来,我们对deflate算法以及其组成算法进行原理介绍。 + +### (1)Huffman编码介绍 + +​ 哈夫曼编码(Huffman Coding),又称霍夫曼编码,是一种编码方式。Huffman于1952年提出一种编码方法,该方法依据字符出现的概率对所有字符进行重新编码。详细的说就是该编码方法通过构造哈夫曼树把文件中的内容看作是符号,根据这些符号在文件中出现的频率对符号进行重新编码。对于出现次数非常多的,我们用较少的位来表示,对于出现次数非常少的,我们用较多的位来表示。这样一来,文件的一些部分位数变少了,一些部分位数变多了,由于变小的部分比变大的部分多,所以整个文件的大小还是会减小,所以文件得到了压缩。 + +​ 建立哈夫曼树是进行哈夫曼编码的关键,首先对文件进行频率统计出现的次数,根据次数建立哈夫曼树,通过哈夫曼树得到哈夫曼编码。 + +​ 示例: + +​ 例如通过对一个文件中的字符进行统计,发现文件中的字符:a,b,c,d,e,f出现的频率分别为8,2,6,4,5,1。那么就可以建立哈夫曼树,方法如下; + +​ 首先选取出现频率最低的两个符号,b(2), f(1),父节点就是两者的频率之和,如图所示: + +![image](./images/HuffmanTree_1.png) + +​ 然后选取除了这两个符号的最小频率d(4),与上面树的频率进行比较,较小的值放在左边,较大的值放在右边,再次进行搭建,如图所示: + +![imag](./images/HuffmanTree_2.png) + +​ 重复这个过程,就可以得到最终的哈夫曼树: + +![image](./images/HuffmanTree_3.png) + +​ 在树上定义左支上为0, 右支上为1。如图: + +![image](./images/HuffmanTree_4.png) + +​ 这样我们就得到了对各个字符的哈夫曼编码: + +![image](./images/Huffman_coding.png) + +​ 树的建立方法保证了两点:1,频率大的符号所用的编码位数少;2,由于所有符号都是在树上的叶子节点,所以,各符号之间的编码没有包含关系,不会发生歧义。 + +### (2)LZ77压缩介绍 + +​ LZ77算法由Jacob Ziv 和 Abraham Lempel 于 1977 年提出,所以命名为 LZ77。 + +​ LZ77的算法压缩原理为:如果文件中有两块内容相同的话,那么只要知道前一块的位置和大小,我们就可以确定后一块的内容。所以我们可以用(两者之间的距离,相同内容的长度)这样一对信息,来替换后一块内容。如果替换之后的内容小于替换之前的内容那么就对文件进行了压缩。 + +​ 示例: + +``` +http://www.google.com http://www.baidu.com +``` + +​ 在上面的字符中,在两个位置出现了相同的内容(http://www. 和 .com),对后面这些相同的内容就可以用(距离, 长度)进行表示。第二个h距离第一个h的距离为23,相同内容的长度为11,那么“http://www.”就可以表示为(23,11),后面的重复内容同理。 + +​ Lz77压缩之后为: + +``` +http://www.google.com (23,11)baidu(39,4) +``` + +​ LZ77从文件的开始处开始,一个字节一个字节的向后进行处理。一个固定大小的窗口(在当前处理字节之前,并且紧挨着当前处理字节),随着处理的字节不断的向后滑动。对于文件中的每个字节,用当前处理字节开始的串和窗口中的每个串进行匹配,寻找最长的匹配串。如果当前处理字节开始的串在窗口中有匹配串,就用(匹配距离,匹配长度) 这样一对信息,来替换当前串,然后从刚才处理完的串之后的下一个字节,继续处理。如果当前处理字节开始的串在窗口中没有匹配串,就不做改动的输出当前处理字节。 + +![image](./images/LZ77.png) + +在实际的应用中,我们会固定“匹配距离”和“匹配长度”的编码位数表示。如果要固定匹配距离,就需要使用固定的窗口的大小,Go语言压缩库中的窗口限定为32K大小,即15位表示。那么用15位就可以表示0-32K范围内的任何一个值。另外,还需要定义最小匹配长度,因为如果匹配的字符串太小的话,可能用“距离,长度” 表示后的字符大小比未进行替代时的大,这样对于压缩来说会起到反作用。如果在一个32K的窗口中表示“匹配距离”用15位进行表示,那么最小匹配长度为3个字节。 + +### (3)deflate算法 + +deflate算法由上面两种算法组成,对输入文件首先进行LZ77压缩,然后对得到的结果再进行Huffman编码处理。在deflate算法中,基本的思想是基于LZ77和Huffman算法原理,但是对LZ77算法和Huffman编码的一些实现细节有需要重点介绍一下。 + +在lz77压缩算法中,有一个重要的操作是匹配滑动窗口和缓冲区之间相同的匹配字符。在进行字符串匹配的时候,最小的匹配长度是3个字节。如果每次寻找匹配串的时候都要和之前的每一个串的至少3个字节进行匹配的话,那么计算量是非常大的,在实际的算法实践中,为了提高匹配速度,使用了哈希算法。 + +首先建立一个哈希表。然后对每一个串中的头三个字节,进行哈希算法计算。得到的值就是插入位置ins_hash。简单地说就是用三个字节确定一个插入位置。在哈希表head中保存三个字节的开始地址head[ins_hash]。 + +如果在计算时,遇到了另外的三个字节,这三个字节与之前的三个字节是一样的。同样的哈希算法,同样的字节,得到的哈希值也是一样的。这时在哈希表中得到之前计算的值,从而得到之前的字符串的位置索引。这样就得到了一个匹配串。 + +如果有多个串,这些串的前3个字节都相同,那么他们字典的位置也都是相同的,这时这些串将会放在一个链表中。 + +我们需要建立一个数组prev[]用来存放哈希值相同的串的位置。head[ins_hash] 中的值,有两个作用。一个作用,是一个前三个字节计算结果为ins_hash的串的位置。另一个作用,是一个在prev[]数组中的索引,用这个索引在prev[]中,将找到前一个前三个字节计算结果为ins_hash的串的位置。即prev[head[ins_hash]]的值(不为空的话)为前一个前三个字节计算结果为ins_hash的串的位置。prev[]的值,也有两个作用。一个作用,是一个前三个字节计算结果为ins_hash的串的位置。另一个作用,是一个在prev[]数组中的索引,用这个索引在prev[]中,将找到前一个前三个字节计算结果为ins_hash的串的位子。即prev[]的值(不为空的话)为前一个三个字节计算结果为ins_h的串的位置。 + +举一个简单的例子。有一个简单的字符串: + +```go +0xyz xyza xyzab xyzabc +``` + +​ 当处理到xyzabc的时候,计算出xyz的哈希值ins_hash; + +​ 这时head[ins_hash]的值为15,也是就是字符串xyzabc的位置; + +​ 这时的prev[15]的值为9,也是就是字符串xyzab xyzabc的位置; + +​ 这时的prev[9]的值为4,也是就是字符串xyza xyzab xyzabc的位置; + +​ 这时的prev[4]的值为1,也是就是字符串xyz xyza xyzab xyzabc的位置; + +​ 这时的prev[1]的值为0,也是就是表示链表结束了; + +​ 在这个例子中,我们看到,前三个字符为xyz的字符串被连接到了一块。 + +`注:` + +​ `对于第0个字符,有特殊性。他的位置是0,所以在这个位置之后的三个字符计算出的ins_hash,在head[ins_hash]中保存的位置为0,。对于是否有可能有匹配的判断,就是通过head[ins_hash]不为0,并且head[ins_hash]的值为一个串的开始位置。所以第0字节开始的串,由于其特殊性,将不会被用来匹配,不过这种情况只会出现在第0个字节,所以通常不会造成影响,即使影响,也会极小。` + +​ `所以在匹配的时候,不会对第一个字符进行匹配。` + +​ `例如。有字符串:` + +``` +abcdefg abcdefgh +``` + +​ `找到的匹配就是(括号中的就是找到的匹配项):` + +``` +abcdefg a[bcdefg]h +``` + + + +对于Huffman编码,Go语言压缩库中deflate算法使用的是一种特定的Huffman树。例如,当对文件中的内容字符:A,B, C,D进行使用频率统计之后可以建立一个Huffman树,如图所示: + +![image](./images/Huffman_coding_details_1.png) + +但是在上述的图中,01的位置是完全可以互换的,不会影响编码的长度,那么这个树就会有不同的形式,那么采用什么样的形式是最合理的情况呢?在deflate中选择了最特殊的一棵树,称为deflate树。如图所示: + +![image](./images/Huffman_coding_details_2.png) + +相比于一般的哈夫曼树,这里多了两条附加条件: + +1. 给定位长的所有代码在字典上具有连续的值,其顺序与所代表的符号相同; + +2. 在字典上,较短的代码在较长的代码之前。 + + 这时,符号的编码发生了变化: + +![image](./images/Huffman_coding_1.png) + +那么定义了这棵树带来了什么改变吗?如果定义了这种特殊的树,那就可以只记录编码长度就可以对字符进行表示了。比如上图中,就可以表示A - 2. B - 1. C - 3, D - 3。这样我们记录这个对应关系就可以了。这是这个算法的最核心的一点:用码字长度序列将这棵码树记录下来。 + +当然,只把1、2、3、3这个序列记录下来还不行,比如不知道111对应C还是对应D。所以,构造出树来只是知道了有哪些码字了,但是这些码字到底对应哪些整数还是不知道。在deflate算法中,按照字符使用ASCII码表示的大小顺序对长度进行排序。比如说,在上面的例子中,ABCD对应的长度记录为2,1,3,3,而不是1,2,3,或者,3,3,2,1或者3,3,1,2。 + +关于字符编码的问题解决了之后,还有一个问题。由于滑动窗口的大小为32K,那么“距离”的表示范围是0 - 32768,在实际的处理中不会对其中的每一个数都进行使用,因为不可能出现如此多的匹配,那么对重复内容的“距离”怎么表示会好一点? + +在deflate算法中,distance划分成了多个区间,每个区间都当做一个整数来看待,这个这个整数称为Distance Code。当一个distance落到某个区间,则相当于是出现了那个Code,多个distance对应于一个Distance Code,Distance虽然很多,但Distance Code可以划分得很少,只要我们对Code进行Huffman编码,得到Code的编码后,Distance Code再根据一定规则扩展出来。那么,划分区间的依据是什么呢?按照压缩时候的情况来说,一般相匹配的字符串出现在近处的概率比较大,那么划分区间的依据并不是等间距的,而是距离当前处理字节近的地方密一点,距离远的地方稀疏一点。在这份[格式要求](https://tools.ietf.org/html/rfc1951#page-13)中,对区间进行了如下划分: + +![image](./images/Interval_division.png) + +1、2、3、4这四个特殊distance不划分,或者说1个Distance就是1个区间;5,6作为一个区间;7、8作为一个区间等等,越往后,涵盖的距离越多。距离越小出现频率越高,所以距离值小的时候,划分密一些,可以对小的距离进行更精细地编码,使得其编码长度与其出现次数尽量匹配;对于距离较大那些,因为出现频率低,所以可以适当放宽一些。另一个原因是,只要知道这个区间Code的码字,那么对于这个区间里面的所有distance,后面追加相应的多个比特即可,比如,17-24这个区间的Huffman码字是110,因为17-24这个区间有8个整数,于是按照下面的规则即可获得其distance对应的码字: + +![image](./images/Partition_coding.png) + +在算法中,将32768这个范围内切割成一下30种区间。这是算法本身的格式所定义的。这里的extra位为在哈夫曼编码位数后面的添加的位数。2位可以表示4个数,3位可以表示8个数。 + +![image-](./images/Extra_digits.png) + +关于距离我们解释完了,然后我们说一下剩下的字符和长度表示,字符最多有256种可能。匹配的”长度“有大小限制,当相同的匹配长度小于3时那么这个内容就没有用(距离,长度)表示的必要。但是也不是越长越好,同样限定最长的长度为256。在deflate算法中,这两个整数是共用一套哈夫曼码表的。为什么共用一套哈夫曼表呢?因为当解码器接收到一个比特流的时候,首先可以按照literal/length这个码表来解码,如果解出来是0-255,就表示未匹配字符,如果是256,那自然就结束,如果是257-285之间,则表示length,把后面扩展比特加上形成length后,后面的比特流肯定就表示distance,因此,实际上通过一个Huffman码表,对各类情况进行了统一,而不是通过加一个什么标志来区分到底是literal还是重复字符串。 + +定义了30个额外的位。字符用255个字节表示,如果解码遇到了256,则表示解码结束。从257开始表示length,257表示length = 3; 258表示 length = 4;以此类推。在deflate中也将这几种值划分了30个不同的区间,具体情况如下图所示。 + 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zN~O-s<)32%YeNohUPSkOGL@aGC<==+EXx(Z)NjGnOUiaMnlijh%5w8ASf%c}P!b!k zdy;a|KkoS-vyCg_RM4^auCNz@;E*tPz1R@bu!_FM2Ifd%Gn7(>l1ZYeKYPs>cWN+1W*?hUD(~cRjw>(5f__a3Qtc8OHBn zDd-XLagLK>k-v}KIL$W_wPTF7lqRQk&3>ItmG6TJ&T=i!QA?J24(#p@9^#zI-k46Z z9jALtEn)6d)Bw2Egb_mdZ>vP&ulA@2rssq zY}d>o{Ms%5s|%tn_L_oIER|`01+~BKdjT_59wUcz&Qe-w)e;x538Z^cU|xL81=rhZ zO}Q}kgn{Ef#nr3_PTW+c6>tI(ZU7xV9g1+Vs}8t&bXEz{9f%`?QH-?cIu+S5tvP}7 z_x`tlUVA2}36wRT`#)}8(P&&4H~dj}v=!*Qfdxt6y85}%50t&?wgKzV zMgfi2tl*j>jm<k95d9~5BA=sJH1g$+rEzaFtu#HH|4|mq@Eq-Yy;hdVRgcV+fRCVum zFme!Hu7SKlW$@qzwR_ao7dmpzY&xD(i!-YlA|)(7qiaIG0p9z^+;rh`eeLG|B&RA) zCGdbxHj5%>SRQ~w&<4HZmz4uDt<}#Hzd{Pwc@OOnSZSe0F5Di3J zdnuIM=(p`b ze`WAj|Bu1*3ZMgWo^f*u{u_A{`m1CY0C%p@|9<}`D4+Y%8Yh?6{QDwk{a6z0BJ_&g NuTG~cPI~|Te*p?0o(=#2 From 535066b31bf9e1d5f9b90a74ba7676b05273f5d1 Mon Sep 17 00:00:00 2001 From: QiangHeisenberg <46313511+QiangHeisenberg@users.noreply.github.com> Date: Mon, 14 Sep 2020 11:13:34 +0800 Subject: [PATCH 5/8] Update go_dev_env.md --- tutorial/environment/go_dev_env/go_dev_env.md | 377 +++++------------- 1 file changed, 89 insertions(+), 288 deletions(-) diff --git a/tutorial/environment/go_dev_env/go_dev_env.md b/tutorial/environment/go_dev_env/go_dev_env.md index 1542ed1..5a8f858 100644 --- a/tutorial/environment/go_dev_env/go_dev_env.md +++ b/tutorial/environment/go_dev_env/go_dev_env.md @@ -1,10 +1,10 @@ -# Go 在ARM64开发环境配置 +# Golang 在ARM64开发环境配置 ### 1. 在ARM64服务器上配置开发环境 Go语言开发包是go语言的实现,内容包括版本的语法、编译、运行、标准库以及其他一些必要资源。 -1) Go语言包官网:https://golang.google.cn/dl/ +1) Goland语言包官网:https://golang.google.cn/dl/ 2) 下载打开页面之后根据自己的需求选择对应平台下载,本次安装选择[go1.14.2.linux-arm64](https://dl.google.com/go/go1.14.2.linux-arm64.tar.gz) ,是发行版1.14.2对应linux系统、arm64处理器架构的特定版本。如下图所示: @@ -73,187 +73,69 @@ func main() { ![image](images/image-result.png) -10) 到这里Go语言开发环境就准备完毕了 +10) 到这里Golang开发环境就准备完毕了 +### 2. Golang官方仓库准备 - -### 2 .使用[Go benchmark](https://golang.google.cn/pkg/testing/)获取性能分析 - -benchmark基准测试是测量一个程序在固定工作负载下的性能。在Go语言中,基准测试以Benchmark为前缀并且带有一个 *testing.B 类型的参数。 - -#### 1).Go源码包中有对应的基准测试程序 - -基准测试的代码文件必须以_test.go结尾,基准测试的函数必须以Benchmark开头。 - -首先进入文件目录: - -``` -go/src -``` - -在对标准库的函数进行基准测试的时候可以在命令行执行以下命令,就可以执行你指定的包中所有以Benchmark开头的测试文件: - -``` -go test xxx/yyy -v -bench ^Benchmark -benchmem -count n -run ^$ >> zzz.txt -``` - -`注:` - -`-bench:它指明要测试的函数` - -`xxx/yyy:表示进行基准测试的包所在的目录文件,例如:math/bits;` - -`-benchmem:表示性能测试的时候显示测试函数的内存分配大小,内存分配次数的统计信息` - -`n:表示对测试执行几次基准测试` - -`zzz.txt:表示将计算得到的信息保存在zzz.txt文件中;` - -#### 2).Go源码包中没有对应的基准测试程序 - -如果在Go标准库中并没有指定函数的基准测试,或者你需要自己写一个函数的基准测试,那么你需要满足以下规则: - -1. 基准测试的代码文件必须以_test.go结尾,基准测试函数以Benchmark开头; - -2. 基准测试函数只有一个参数,即b *testing.B,且无返回值,那么基准测试名为: - - ``` - func BenchmarkFUNCNAME(b *testing.B) - ``` - -3. 将被测试的代码放在最后的循环中 - -4. 自己编写基准测试程序举例如下: - - ```go - package test - - import ( - "testing" - ) - - func add(a, b int) int { - return a + b - } - - func BenchmarkAdd(b *testing.B) { - for i := 0; i < b.N; i++ { - _ = add(i, i) - } - } - ``` - -然后保存文件。 - -进入文件所在目录下,在命令行输入以下命令: - -``` -go test -v -bench ^Benchmark . -benchmem -count n -run ^$ >> xxx.txt -``` - -`注:` - -`. :表示是测试当前所有以Benchmark为前缀函数` - -`n:表示测试样本数据` - -`xxx.txt:表示将测试结果存储在xxx.txt文件中` - - - -### 3 .使用[Go pprof](https://golang.google.cn/pkg/runtime/pprof/)工具进一步分析性能 - -通过 Go 提供的性能分析工具 pprof 操作 cpu.out 文件,我们可以查看并分析对 cpu 性能消耗大的函数。 - -``` -// 进入以下目录 -go/src -// 在命令行输入以下命令 -go test xxxx -v -bench ^Benchmarkyyyy$ -run ^$ -cpuprofile=cpu.out -``` - -`注:` - -`xxxx:表示想要获得的函数所在的包名` - -`Benchmarkyyyy:其中yyyy表示测试的函数的名` - -`cpuprofile=cpu.out:表示将测试的结果保存在cpu.out中` - -然后我们可以通过以下命令来查看CPU的使用信息: - -``` -go tool pprof cpu.out -// 在弹出的框中输入以下命令查看对CPU消耗最大的前n个函数 -top n -// 再输入以下命令可以查看函数内部详细的耗时信息 -list xxxx +Golang是一个开源的项目,每个人都可以贡献代码,下面我们讲解如何获取官方仓库 +```bash +$ git clone https://go.googlesource.com/go +$ cd go/src ``` - -`注:` - -`n:表示前n项,可自己指定` - -`xxxx:xxxx表示函数名` - -示例: - -在go/src目录下,命令行输入命令: - +根据Commit ID可以自由创建分支进行测试,如下通过ID: 0c68b79创建了名称为test-simd的分支 +```bash +$ git checkout -b test-simd 0c68b79 ``` -go test bytes -v -bench ^BenchmarkEqual$ -run ^$ -cpuprofile=cpu.out +从源码编译并测试Golang +```bash +$ cd go/src +$ bash all.bash ``` +编译后我们将在go/bin目录下获得go工具 -获得以下信息: +### 3 使用benchmark获取性能分析报告 -``` +设置临时环境变量(仅在本条命令中有效),并使用新编译的 Go 执行测试用例,当然这里也可以直接使用第一节中安装的go发布版来执行测试用例 +```bash +$ GOROOT=`pwd`/..; $GOROOT/bin/go test bytes -v -bench ^BenchmarkEqual$ -run ^$ -cpuprofile=cpu.out goos: linux goarch: arm64 pkg: bytes -BenchmarkEqual/0-8 500000000 3.66 ns/op -BenchmarkEqual/1-8 200000000 9.44 ns/op 105.98 MB/s -BenchmarkEqual/6-8 200000000 9.83 ns/op 610.54 MB/s -BenchmarkEqual/9-8 100000000 10.7 ns/op 844.26 MB/s -BenchmarkEqual/15-8 100000000 10.4 ns/op 1441.79 MB/s -BenchmarkEqual/16-8 200000000 9.91 ns/op 1614.26 MB/s -BenchmarkEqual/20-8 100000000 12.0 ns/op 1667.08 MB/s -BenchmarkEqual/32-8 100000000 11.4 ns/op 2799.28 MB/s -BenchmarkEqual/4K-8 10000000 212 ns/op 19319.24 MB/s -BenchmarkEqual/4M-8 2000 614830 ns/op 6821.89 MB/s -BenchmarkEqual/64M-8 200 6779486 ns/op 9898.81 MB/s +BenchmarkEqual/0-8 500000000 3.84 ns/op +BenchmarkEqual/1-8 300000000 5.44 ns/op 183.74 MB/s +BenchmarkEqual/6-8 100000000 10.0 ns/op 598.26 MB/s +BenchmarkEqual/9-8 100000000 12.4 ns/op 728.51 MB/s +BenchmarkEqual/15-8 100000000 17.0 ns/op 880.77 MB/s +BenchmarkEqual/16-8 100000000 17.8 ns/op 901.06 MB/s +BenchmarkEqual/20-8 100000000 20.9 ns/op 956.05 MB/s +BenchmarkEqual/32-8 50000000 30.5 ns/op 1050.11 MB/s +BenchmarkEqual/4K-8 500000 3176 ns/op 1289.51 MB/s +BenchmarkEqual/4M-8 500 3468668 ns/op 1209.20 MB/s +BenchmarkEqual/64M-8 20 53439570 ns/op 1255.79 MB/s PASS -ok bytes 21.121s -``` - -然后,命令行输入以下命令: - +ok bytes 18.907s ``` -go tool pprof cpu.out -top 5 -``` - -那么就可以获得以下信息: +结果被保存在 cpu.out 文件中 +#### 4 使用pprof工具进一步分析性能 +通过 go 提供的性能分析工具 pprof 操作 cpu.out 文件,我们可以轻松查看并分析对 cpu 性能消耗大的函数。 ```bash +$ go tool pprof cpu.out File: bytes.test Type: cpu -Time: Aug 26, 2020 at 3:55pm (CST) -Duration: 21.02s, Total samples = 20.86s (99.26%) +Time: Apr 16, 2020 at 6:20pm (CST) +Duration: 19.97s, Total samples = 19.93s (99.81%) Entering interactive mode (type "help" for commands, "o" for options) -(pprof) top 5 -Showing nodes accounting for 20800ms, 99.71% of 20860ms total -Dropped 24 nodes (cum <= 104.30ms) -Showing top 5 nodes out of 8 +(pprof) top 3 +Showing nodes accounting for 19.75s, 99.10% of 19.93s total +Dropped 14 nodes (cum <= 0.10s) +Showing top 3 nodes out of 8 flat flat% sum% cum cum% - 8930ms 42.81% 42.81% 8930ms 42.81% memeqbody - 3920ms 18.79% 61.60% 18600ms 89.17% bytes_test.bmEqual.func1 - 3750ms 17.98% 79.58% 16210ms 77.71% bytes.Equal - 3530ms 16.92% 96.50% 3530ms 16.92% internal/bytealg.Equal - 670ms 3.21% 99.71% 2200ms 10.55% bytes_test.BenchmarkEqual.func1 + 14.32s 71.85% 71.85% 14.32s 71.85% bytes.Equal /home/chan/go/src/runtime/asm_arm64.s + 4.06s 20.37% 92.22% 17.49s 87.76% bytes_test.bmEqual.func1 /home/chan/go/src/bytes/bytes_test.go + 1.37s 6.87% 99.10% 2.31s 11.59% bytes_test.BenchmarkEqual.func1 /home/chan/go/src/bytes/bytes_test.go ``` - -此处 " top 5 " 列出了 cpu 消耗前 5 的函数。其中各项含义如下: - +此处 " top 3 " 列出了 cpu 消耗前 3 的函数。其中各项含义如下: - flat:当前函数占用CPU的耗时 - flat%: 当前函数占用CPU的耗时百分比 - sun%:函数占用CPU的耗时累计百分比 @@ -261,130 +143,49 @@ Showing top 5 nodes out of 8 - cum%:当前函数加上调用当前函数的函数占用CPU的总耗时百分比 - 最后一列:函数名称 -然后输入命令,就可以查看指定的函数memeqbody详细的耗时情况: - +我们通过 pprof 的 list 命令可以查看 bytes.Equal 方法内部的详细耗时信息: ```bash -list memeqbody -``` - - - -### 4. 使用[Go benchstat](https://github.com/golang/perf/tree/master/cmd/benchstat)对比优化前后的性能数据 - -benchstat是Go官方推荐的一款命令行工具,可以针对一组或多组样本进行分析,如果同时分析两组样本(比如优化前和优化后),还可以给出性能变化结果。 - -在命令行输入以下命令进行安装: - -``` -go get golang.org/x/perf/cmd/benchstat -``` - -在上面的benchmark介绍章节中,我们已经使用benchmark工具输出了性能测试的结果TXT文件。如果你对代码进行优化修改之后想查看优化之后的性能结果,那么你可以使用benchstat工具对优化前后的测试结果进行对比。 - +(pprof) list bytes.Equal +Total: 19.93s +ROUTINE ======================== bytes.Equal in /home/xxx/go/src/runtime/asm_arm64.s + 14.32s 14.32s (flat, cum) 71.85% of Total + . . 865: MOVD R0, ret+24(FP) + . . 866: RET + . . 867: + . . 868:// TODO: share code with memequal? + . . 869:TEXT bytes·Equal(SB),NOSPLIT,$0-49 + 140ms 140ms 870: MOVD a_len+8(FP), R1 + 410ms 410ms 871: MOVD b_len+32(FP), R3 + 70ms 70ms 872: CMP R1, R3 // unequal lengths are not equal + . . 873: BNE notequal + 490ms 490ms 874: MOVD a+0(FP), R0 + 300ms 300ms 875: MOVD b+24(FP), R2 + . . 876: ADD R0, R1 // end + . . 877:loop: + 2.63s 2.63s 878: CMP R0, R1 + 10ms 10ms 879: BEQ equal // reaches the end + 5.72s 5.72s 880: MOVBU.P 1(R0), R4 + 4s 4s 881: MOVBU.P 1(R2), R5 + . . 882: CMP R4, R5 + 40ms 40ms 883: BEQ loop + . . 884:notequal: + . . 885: MOVB ZR, ret+48(FP) + . . 886: RET + . . 887:equal: + 380ms 380ms 888: MOVD $1, R0 + 130ms 130ms 889: MOVB R0, ret+48(FP) + . . 890: RET + . . 891: + . . 892:TEXT runtime·return0(SB), NOSPLIT, $0 + . . 893: MOVW $0, R0 + . . 894: RET +``` +上面结果展示的是 bytes.Equal 汇编代码的耗时情况,该汇编代码在 runtime 包的 asm_arm64.s 文件中,可以看到主要的耗时热点是 CMP 指令和 MOVBU.P 指令 + +### 5. 使用benchstat对比优化前后的性能数据 +有时我们做了一个优化,希望比较下优化前后两组benchmark数据,这时候我们可以使用benchstat, ```bash -benchstat old.txt new.txt +benchstat before-optimize after-optimize ``` - -`注:` - -`old.txt:表示优化前的benchmark测试结果` - -`new.txt:表示优化后的benchmark测试结果` - -在[官方](https://github.com/golang/perf/tree/master/cmd/benchstat)这个例子中给出了,工具使用举例。 - -示例: - -如果优化前的benchmark性能测试文件为old.txt, 并且信息如下: - -``` -BenchmarkGobEncode 100 13552735 ns/op 56.63 MB/s -BenchmarkJSONEncode 50 32395067 ns/op 59.90 MB/s -BenchmarkGobEncode 100 13553943 ns/op 56.63 MB/s -BenchmarkJSONEncode 50 32334214 ns/op 60.01 MB/s -BenchmarkGobEncode 100 13606356 ns/op 56.41 MB/s -BenchmarkJSONEncode 50 31992891 ns/op 60.65 MB/s -BenchmarkGobEncode 100 13683198 ns/op 56.09 MB/s -BenchmarkJSONEncode 50 31735022 ns/op 61.15 MB/s -``` - -优化后benchmark测试文件名为new.txt, 并且信息如下: - -``` -BenchmarkGobEncode 100 11773189 ns/op 65.19 MB/s -BenchmarkJSONEncode 50 32036529 ns/op 60.57 MB/s -BenchmarkGobEncode 100 11942588 ns/op 64.27 MB/s -BenchmarkJSONEncode 50 32156552 ns/op 60.34 MB/s -BenchmarkGobEncode 100 11786159 ns/op 65.12 MB/s -BenchmarkJSONEncode 50 31288355 ns/op 62.02 MB/s -BenchmarkGobEncode 100 11628583 ns/op 66.00 MB/s -BenchmarkJSONEncode 50 31559706 ns/op 61.49 MB/s -BenchmarkGobEncode 100 11815924 ns/op 64.96 MB/s -BenchmarkJSONEncode 50 31765634 ns/op 61.09 MB/s -``` - -那么就可以使用benchstat工具对优化前后的性能进行对比,输入命令: - -``` -benchstat old.txt new.txt -``` - -则会得到性能对比信息: - -``` -name old time/op new time/op delta -GobEncode 13.6ms ± 1% 11.8ms ± 1% -13.31% (p=0.016 n=4+5) -JSONEncode 32.1ms ± 1% 31.8ms ± 1% ~ (p=0.286 n=4+5) -``` - -`注:` - -`GobEncode/JSONEncode:为测试函数名` - -`time/op:表示每操作的耗时信息` - -`± 1%:表示离散值` - -`delta:表示性能差值百分比` - -`(p=0.016 n=4+5):p表示可信度,值越小,可信程度越高,n表示样本数量` - - - -### 5.使用GOSSAFUNC查看函数在编译过程中的优化以及结果 - -在Go代码执行过程中,Go编译器会对代码进行多次优化,最后转化为底层汇编程序在各个架构上执行。很多时候我们需要查看优化过程中程序的变化情况,或者是最终的汇编结果。 - -Go编译器提供了非常方便的功能,可以查看函数在编译过程中的代码变化以及汇编结果。 - -在想要查看的函数目录下,输入命令: - -``` -GOSSAFUNC=xxxx go build yyyy.go -``` - -`注:` - -`xxxx:表示想要查看的函数名` - -`yyyy:表示函数所在的文件名` - -点击之后,会在当前目录下生成一个ssa.html文件,使用浏览器打开即可查看各个优化过程中代码变化情况。 - -举例: - -进入Go目录: - -``` -go/src/encoding/base32 -``` - -输入命令,运行: - -``` -GOSSAFUNC=NewEncoding go build base32.go -``` - -生成一个ssa.html文件,用浏览器打开。便可得到编译过程中的代码优化情况以及汇编程序,如图所示: - -![image](images/ssa.png) +获得类似如下的性能对比结果 +![image](images/SIMDEqualResult.png) From 6e468352367216fa78350e8853eabd432718ce64 Mon Sep 17 00:00:00 2001 From: QiangHeisenberg <46313511+QiangHeisenberg@users.noreply.github.com> Date: Sat, 19 Sep 2020 19:40:55 +0800 Subject: [PATCH 6/8] =?UTF-8?q?Update=20Golang=E5=8E=8B=E7=BC=A9=E5=BA=93f?= =?UTF-8?q?late=E7=AE=97=E6=B3=95=E5=8E=9F=E7=90=86=E5=88=86=E6=9E=90.md?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...63\225\345\216\237\347\220\206\345\210\206\346\236\220.md" | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git "a/blog/compress_algorithm/compress_flate_algorithm/Golang\345\216\213\347\274\251\345\272\223flate\347\256\227\346\263\225\345\216\237\347\220\206\345\210\206\346\236\220.md" "b/blog/compress_algorithm/compress_flate_algorithm/Golang\345\216\213\347\274\251\345\272\223flate\347\256\227\346\263\225\345\216\237\347\220\206\345\210\206\346\236\220.md" index b2320cc..a313a67 100644 --- "a/blog/compress_algorithm/compress_flate_algorithm/Golang\345\216\213\347\274\251\345\272\223flate\347\256\227\346\263\225\345\216\237\347\220\206\345\210\206\346\236\220.md" +++ "b/blog/compress_algorithm/compress_flate_algorithm/Golang\345\216\213\347\274\251\345\272\223flate\347\256\227\346\263\225\345\216\237\347\220\206\345\210\206\346\236\220.md" @@ -1,10 +1,10 @@ -# Go语言压缩库算法 - deflate算法介绍 +# 压缩算法 - deflate算法介绍 在Go语言压缩库中,deflate算法是一个重要的算法,是多个压缩格式的核心算法。deflate算法由[LZ77](https://baike.baidu.com/item/LZ77%E7%BC%96%E7%A0%81)压缩和[Huffman](https://baike.baidu.com/item/%E5%93%88%E5%A4%AB%E6%9B%BC%E7%BC%96%E7%A0%81/1719730?fromtitle=HUFFMAN%E7%BC%96%E7%A0%81&fromid=364674&fr=aladdin)编码组成。接下来,我们对deflate算法以及其组成算法进行原理介绍。 ### (1)Huffman编码介绍 -​ 哈夫曼编码(Huffman Coding),又称霍夫曼编码,是一种编码方式。Huffman于1952年提出一种编码方法,该方法依据字符出现的概率对所有字符进行重新编码。详细的说就是该编码方法通过构造哈夫曼树把文件中的内容看作是符号,根据这些符号在文件中出现的频率对符号进行重新编码。对于出现次数非常多的,我们用较少的位来表示,对于出现次数非常少的,我们用较多的位来表示。这样一来,文件的一些部分位数变少了,一些部分位数变多了,由于变小的部分比变大的部分多,所以整个文件的大小还是会减小,所以文件得到了压缩。 +​ 哈夫曼编码(Huffman Coding),又称霍夫曼编码,是一种编码方式。Huffman于1952年提出一种编码方法,该方法依据字符出现的概率对所有字符进行重新编码。详细的说就是该编码方法通过构造哈夫曼树把文件中的内容看作是符号,根据这些符号在文件中出现的频率对符号进行重新编码。对于出现频繁的字符,我们用较少的位来表示,对于出现次数少的,我们用较多的位来表示。这样一来,文件的一些部分位数变少了,一些部分位数变多了,由于变小的部分比变大的部分多,所以整个文件的大小还是会减小,即文件得到了压缩。 ​ 建立哈夫曼树是进行哈夫曼编码的关键,首先对文件进行频率统计出现的次数,根据次数建立哈夫曼树,通过哈夫曼树得到哈夫曼编码。 From 8eef70e168572f7c144a535dd968acdb5c971afc Mon Sep 17 00:00:00 2001 From: QiangHeisenberg <46313511+QiangHeisenberg@users.noreply.github.com> Date: Sat, 19 Sep 2020 20:04:36 +0800 Subject: [PATCH 7/8] =?UTF-8?q?Update=20Golang=E5=8E=8B=E7=BC=A9=E5=BA=93f?= =?UTF-8?q?late=E7=AE=97=E6=B3=95=E5=8E=9F=E7=90=86=E5=88=86=E6=9E=90.md?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...25\345\216\237\347\220\206\345\210\206\346\236\220.md" | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git "a/blog/compress_algorithm/compress_flate_algorithm/Golang\345\216\213\347\274\251\345\272\223flate\347\256\227\346\263\225\345\216\237\347\220\206\345\210\206\346\236\220.md" "b/blog/compress_algorithm/compress_flate_algorithm/Golang\345\216\213\347\274\251\345\272\223flate\347\256\227\346\263\225\345\216\237\347\220\206\345\210\206\346\236\220.md" index a313a67..1358095 100644 --- "a/blog/compress_algorithm/compress_flate_algorithm/Golang\345\216\213\347\274\251\345\272\223flate\347\256\227\346\263\225\345\216\237\347\220\206\345\210\206\346\236\220.md" +++ "b/blog/compress_algorithm/compress_flate_algorithm/Golang\345\216\213\347\274\251\345\272\223flate\347\256\227\346\263\225\345\216\237\347\220\206\345\210\206\346\236\220.md" @@ -12,11 +12,11 @@ ​ 例如通过对一个文件中的字符进行统计,发现文件中的字符:a,b,c,d,e,f出现的频率分别为8,2,6,4,5,1。那么就可以建立哈夫曼树,方法如下; -​ 首先选取出现频率最低的两个符号,b(2), f(1),父节点就是两者的频率之和,如图所示: +​ 1.选取出现频率最低的两个符号,b(2), f(1),父节点就是两者的频率之和,如图所示: ![image](./images/HuffmanTree_1.png) -​ 然后选取除了这两个符号的最小频率d(4),与上面树的频率进行比较,较小的值放在左边,较大的值放在右边,再次进行搭建,如图所示: +​ 2.选取除了这两个符号的最小频率d(4),与上面树的频率进行比较,较小的值放在左边,较大的值放在右边,再次进行搭建,如图所示: ![imag](./images/HuffmanTree_2.png) @@ -72,7 +72,7 @@ deflate算法由上面两种算法组成,对输入文件首先进行LZ77压缩 如果有多个串,这些串的前3个字节都相同,那么他们字典的位置也都是相同的,这时这些串将会放在一个链表中。 -我们需要建立一个数组prev[]用来存放哈希值相同的串的位置。head[ins_hash] 中的值,有两个作用。一个作用,是一个前三个字节计算结果为ins_hash的串的位置。另一个作用,是一个在prev[]数组中的索引,用这个索引在prev[]中,将找到前一个前三个字节计算结果为ins_hash的串的位置。即prev[head[ins_hash]]的值(不为空的话)为前一个前三个字节计算结果为ins_hash的串的位置。prev[]的值,也有两个作用。一个作用,是一个前三个字节计算结果为ins_hash的串的位置。另一个作用,是一个在prev[]数组中的索引,用这个索引在prev[]中,将找到前一个前三个字节计算结果为ins_hash的串的位子。即prev[]的值(不为空的话)为前一个三个字节计算结果为ins_h的串的位置。 +我们需要建立一个数组prev[]用来存放哈希值相同的串的位置。head[ins_hash] 中的值,有两个作用:1)前三个字节计算结果为ins_hash的串的位置;2)在prev[]数组中的索引,用这个索引在prev[]中,将找到前一个前三个字节计算结果为ins_hash的串的位置。即prev[head[ins_hash]]的值(不为空的话)为前一个前三个字节计算结果为ins_hash的串的位置。prev[]的值,也有两个作用:1)前三个字节计算结果为ins_hash的串的位置;2)在prev[]数组中的索引,用这个索引在prev[]中,将找到前一个前三个字节计算结果为ins_hash的串的位子。即prev[]的值(不为空的话)为前一个三个字节计算结果为ins_h的串的位置。 举一个简单的例子。有一个简单的字符串: @@ -150,7 +150,7 @@ abcdefg a[bcdefg]h ![image-](./images/Extra_digits.png) -关于距离我们解释完了,然后我们说一下剩下的字符和长度表示,字符最多有256种可能。匹配的”长度“有大小限制,当相同的匹配长度小于3时那么这个内容就没有用(距离,长度)表示的必要。但是也不是越长越好,同样限定最长的长度为256。在deflate算法中,这两个整数是共用一套哈夫曼码表的。为什么共用一套哈夫曼表呢?因为当解码器接收到一个比特流的时候,首先可以按照literal/length这个码表来解码,如果解出来是0-255,就表示未匹配字符,如果是256,那自然就结束,如果是257-285之间,则表示length,把后面扩展比特加上形成length后,后面的比特流肯定就表示distance,因此,实际上通过一个Huffman码表,对各类情况进行了统一,而不是通过加一个什么标志来区分到底是literal还是重复字符串。 +关于距离我们解释完了,然后我们说一下剩下的字符和长度表示,字符最多有256种可能。匹配的”长度“有大小限制,当相同的匹配长度小于3时那么这个内容就没有用(距离,长度)表示的必要。但是也不是越长越好,同样限定最长的长度为256。在deflate算法中,这两个整数是共用一套哈夫曼码表的。为什么共用一套哈夫曼表呢?因为当解码器接收到一个比特流的时候,首先可以按照literal/length这个码表来解码,如果解出来是0-255,就表示未匹配字符,如果是256,那自然就结束,如果是257-285之间,则表示length,把后面扩展比特加上形成length后,后面的比特流肯定就表示distance,因此,实际上通过一个Huffman码表,对各类情况进行了统一,而不是通过加一个特殊的标志来区分到底是literal还是重复字符串。 定义了30个额外的位。字符用255个字节表示,如果解码遇到了256,则表示解码结束。从257开始表示length,257表示length = 3; 258表示 length = 4;以此类推。在deflate中也将这几种值划分了30个不同的区间,具体情况如下图所示。 From a83948322d93b0a58d39550731006109a38b994a Mon Sep 17 00:00:00 2001 From: QiangHeisenberg <46313511+QiangHeisenberg@users.noreply.github.com> Date: Sat, 19 Sep 2020 20:14:29 +0800 Subject: [PATCH 8/8] =?UTF-8?q?Update=20Golang=E5=8E=8B=E7=BC=A9=E5=BA=93l?= =?UTF-8?q?zw=E7=AE=97=E6=B3=95=E5=8E=9F=E7=90=86=E5=88=86=E6=9E=90.md?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...37\347\220\206\345\210\206\346\236\220.md" | 19 ++++++++++--------- 1 file changed, 10 insertions(+), 9 deletions(-) diff --git "a/blog/compress_algorithm/compress_lzw_algorithm/Golang\345\216\213\347\274\251\345\272\223lzw\347\256\227\346\263\225\345\216\237\347\220\206\345\210\206\346\236\220.md" "b/blog/compress_algorithm/compress_lzw_algorithm/Golang\345\216\213\347\274\251\345\272\223lzw\347\256\227\346\263\225\345\216\237\347\220\206\345\210\206\346\236\220.md" index 2b47c1e..431c0c8 100644 --- "a/blog/compress_algorithm/compress_lzw_algorithm/Golang\345\216\213\347\274\251\345\272\223lzw\347\256\227\346\263\225\345\216\237\347\220\206\345\210\206\346\236\220.md" +++ "b/blog/compress_algorithm/compress_lzw_algorithm/Golang\345\216\213\347\274\251\345\272\223lzw\347\256\227\346\263\225\345\216\237\347\220\206\345\210\206\346\236\220.md" @@ -1,18 +1,19 @@ -# Go语言压缩库算法介绍 - LZW算法原理 +# 压缩算法介绍 - LZW算法原理 -在Go语言压缩库中有一个重要的压缩算法 - [LZW](https://baike.baidu.com/item/LZW%E7%AE%97%E6%B3%95),该算法是由Abraham Lempel,Jacob Ziv和Terry Welch在1978年创建的通用无损数据压缩算法。此算法整体压缩流程为,建立初始模型,然后逐字节的读取数据并编码,在读取数据的过程中更新模型,是一种动态的压缩算法。 -LZW是一种基于“字典”的数据压缩算法,即通过建立字典对数据进行编码。并且在对数据进行处理的过程中会对字典进行扩充。 +[LZW](https://baike.baidu.com/item/LZW%E7%AE%97%E6%B3%95)是一种基于“字典”的数据压缩算法,该算法是由Abraham Lempel,Jacob Ziv和Terry Welch在1978年创建的通用无损数据压缩算法,即通过建立字典对数据进行编码。并且在对数据进行处理的过程中会对字典进行扩充。 -在对文件处理前,建立256个字符的字典作为标准字符集。在处理文件数据时,首先读取一个字符(比如字符‘a',8位表示),继续处理下一个字符(比如字符‘c',8位表示)。这时会在字典中匹配字符串“ac",如果字典中不存在这个字符串,将这个字符“a”用字典中使用的编码进行表示,并将字符串“ac“加入字典中,同时更新字符”c“继续下一次循环;如果字典中存在这个字符串,将字符串”ac“看做一个字符,继续读取下一个字符进行匹配处理。如此一直循环,在处理的同时不断扩展字典大小,直至结束。 +此算法整体压缩流程为,建立初始模型,然后逐字节的读取数据并编码,在读取数据的过程中更新模型,是一种动态的压缩算法。 + +在对文件处理前,建立256个字符的字典作为标准字符集。在处理文件数据时,首先读取一个字符(比如字符"a",8位表示),继续处理下一个字符(比如字符"c",8位表示)。这时会在字典中匹配字符串"ac",如果字典中不存在这个字符串,将这个字符"a"用字典中使用的编码进行表示,并将字符串"ac"加入字典中,同时更新字符"c"继续下一次循环;如果字典中存在这个字符串,将字符串"ac"看做一个字符,继续读取下一个字符进行匹配处理。如此一直循环,在处理的同时不断扩展字典大小,直至结束。 下图为LZW压缩算法执行流程。 ![image](images/lzw_encode.png) -为对算法进行直观感受,我们使用字符串“ABCBCDADBCDABCBB"为例进行说明。 +为对算法进行直观感受,我们使用字符串"ABCBCDADBCDABCBB"为例进行说明。 首先,我们建立初始字典与原始数据表。 @@ -24,7 +25,7 @@ LZW是一种基于“字典”的数据压缩算法,即通过建立字典对 ![image](images/encode_data_1.png) -第一步,读取字符,此时 P=A,C=B,字符串“AB”在字典中吗?没有,所以此时编码A的结果为0,字典进行扩展 AB=4, 同时P更新为P=B;此时字典结果以及原数据编码结果如下表所示: +第一步,读取字符,此时 P=A,C=B,字符串"AB"在字典中吗?没有,所以此时编码A的结果为0,字典进行扩展 AB=4, 同时P更新为P=B;此时字典结果以及原数据编码结果如下表所示: 字典: @@ -34,7 +35,7 @@ LZW是一种基于“字典”的数据压缩算法,即通过建立字典对 ![image](images/encode_data_2.png) -然后读取下一个字符,C = C,字符串“BC”不在字典中,将字符串“BC”加入字典,并输出P的编码,更新P=C;结果为: +然后读取下一个字符,C = C,字符串"BC"不在字典中,将字符串"BC"加入字典,并输出P的编码,更新P=C;结果为: 字典: @@ -44,7 +45,7 @@ LZW是一种基于“字典”的数据压缩算法,即通过建立字典对 ![image](images/encode_data_3.png) -然后处理下一个字符,以此类推,如果在字典中找到对应的字符串,那么就可以用对应的编码代替,0我们可以得到最终的结果,如下图所示: +然后处理下一个字符,如果在字典中找到对应的字符串,那么就可以用对应的编码代替。得到最终的结果,如下图所示: ![image](images/encode_finally.png) @@ -98,4 +99,4 @@ LZW解码器首先读取数据,在字典中查找对应的值,然后输出 ![image](images/decode_finally.png) -此时字典得到了还原,数据得到了恢复。 \ No newline at end of file +此时字典得到了还原,数据得到了恢复。