From eb922b92e52bab7f8de4cf363e49af05c9106652 Mon Sep 17 00:00:00 2001 From: Sonullx Liu Date: Fri, 4 Sep 2020 17:09:27 +0800 Subject: [PATCH] add benchmark source code and documents --- benchmark/CMakeLists.txt | 41 ++++ benchmark/GNUmakefile | 27 +++ benchmark/benchmark-01-http_server.cc | 58 +++++ .../benchmark-02-http_server_long_req.cc | 68 ++++++ benchmark/util/args.h | 102 +++++++++ benchmark/util/content.h | 21 ++ benchmark/util/date.h | 15 ++ docs/benchmark.md | 211 ++++++++++++++++++ docs/img/benchmark-01.png | Bin 0 -> 318656 bytes docs/img/benchmark-02.png | Bin 0 -> 354939 bytes docs/img/benchmark-03.png | Bin 0 -> 241071 bytes docs/img/benchmark-04.png | Bin 0 -> 237425 bytes docs/img/benchmark-05.png | Bin 0 -> 230091 bytes 13 files changed, 543 insertions(+) create mode 100644 benchmark/CMakeLists.txt create mode 100644 benchmark/GNUmakefile create mode 100644 benchmark/benchmark-01-http_server.cc create mode 100644 benchmark/benchmark-02-http_server_long_req.cc create mode 100644 benchmark/util/args.h create mode 100644 benchmark/util/content.h create mode 100644 benchmark/util/date.h create mode 100644 docs/benchmark.md create mode 100644 docs/img/benchmark-01.png create mode 100644 docs/img/benchmark-02.png create mode 100644 docs/img/benchmark-03.png create mode 100644 docs/img/benchmark-04.png create mode 100644 docs/img/benchmark-05.png diff --git a/benchmark/CMakeLists.txt b/benchmark/CMakeLists.txt new file mode 100644 index 0000000000..4ce2e1f7fc --- /dev/null +++ b/benchmark/CMakeLists.txt @@ -0,0 +1,41 @@ +cmake_minimum_required(VERSION 3.6) + +set(CMAKE_BUILD_TYPE RelWithDebInfo CACHE STRING "build type") + +project(benchmark + LANGUAGES C CXX +) + +set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${PROJECT_SOURCE_DIR}) + +find_library(LIBRT rt) +find_package(OpenSSL REQUIRED) +find_package(workflow REQUIRED CONFIG HINTS ..) +include_directories(${OPENSSL_INCLUDE_DIR} ${WORKFLOW_INCLUDE_DIR}) +link_directories(${WORKFLOW_LIB_DIR}) + +if (WIN32) + set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} /MP /wd4200") + set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /MP /wd4200 /std:c++14") +else () + set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -Wall -fPIC -pipe -std=gnu90") + set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -fPIC -pipe -std=c++11 -fno-exceptions") +endif () + +set(BENCHMARK_LIST + benchmark-01-http_server + benchmark-02-http_server_slow +) + +if (APPLE) + set(WORKFLOW_LIB workflow pthread z OpenSSL::SSL OpenSSL::Crypto) +else () + set(WORKFLOW_LIB workflow ${LIBRT}) +endif () + +foreach(src ${BENCHMARK_LIST}) + string(REPLACE "-" ";" arr ${src}) + list(GET arr -1 bin_name) + add_executable(${bin_name} ${src}.cc) + target_link_libraries(${bin_name} ${WORKFLOW_LIB}) +endforeach() diff --git a/benchmark/GNUmakefile b/benchmark/GNUmakefile new file mode 100644 index 0000000000..6d4cc6631c --- /dev/null +++ b/benchmark/GNUmakefile @@ -0,0 +1,27 @@ +ROOT_DIR := $(shell dirname $(realpath $(firstword $(MAKEFILE_LIST)))) +ALL_TARGETS := all clean +MAKE_FILE := Makefile + +DEFAULT_BUILD_DIR := build +BUILD_DIR := $(shell if [ -f $(MAKE_FILE) ]; then echo "."; else echo $(DEFAULT_BUILD_DIR); fi) +CMAKE3 := $(shell if which cmake3>/dev/null ; then echo cmake3; else echo cmake; fi;) + +.PHONY: $(ALL_TARGETS) + +all: + mkdir -p $(BUILD_DIR) +ifeq ($(DEBUG),y) + cd $(BUILD_DIR) && $(CMAKE3) -D CMAKE_BUILD_TYPE=Debug $(ROOT_DIR) +else + cd $(BUILD_DIR) && $(CMAKE3) $(ROOT_DIR) +endif + make -C $(BUILD_DIR) -f Makefile + +clean: +ifeq ($(MAKE_FILE), $(wildcard $(MAKE_FILE))) + -make -f Makefile clean +else ifeq (build, $(wildcard build)) + -make -C build clean +endif + rm -rf build + diff --git a/benchmark/benchmark-01-http_server.cc b/benchmark/benchmark-01-http_server.cc new file mode 100644 index 0000000000..8f4b0c1e7b --- /dev/null +++ b/benchmark/benchmark-01-http_server.cc @@ -0,0 +1,58 @@ +#include + +#include +#include +#include + +#include "util/args.h" +#include "util/content.h" +#include "util/date.h" + +static WFFacilities::WaitGroup wait_group{1}; + +void signal_handler(int) +{ + wait_group.done(); +} + +int main(int argc, char ** argv) +{ + size_t pollers; + unsigned short port; + size_t length; + + if (parse_args(argc, argv, pollers, port, length) != 3) + { + return -1; + } + + std::signal(SIGINT, signal_handler); + std::signal(SIGTERM, signal_handler); + + WFGlobalSettings settings = GLOBAL_SETTINGS_DEFAULT; + settings.poller_threads = pollers; + WORKFLOW_library_init(&settings); + + const std::string content = make_content(length); + WFHttpServer server([&content](WFHttpTask * task) + { + auto * resp = task->get_resp(); + + char timestamp[32]; + date(timestamp, sizeof(timestamp)); + resp->add_header_pair("Date", timestamp); + + resp->add_header_pair("Content-Type", "text/plain; charset=UTF-8"); + + resp->append_output_body_nocopy(content.data(), content.size()); + }); + + if (server.start(port) == 0) + { + wait_group.wait(); + server.stop(); + } + + return 0; +} + diff --git a/benchmark/benchmark-02-http_server_long_req.cc b/benchmark/benchmark-02-http_server_long_req.cc new file mode 100644 index 0000000000..7e38ca2d90 --- /dev/null +++ b/benchmark/benchmark-02-http_server_long_req.cc @@ -0,0 +1,68 @@ +#include +#include + +#include +#include +#include + +#include "util/args.h" +#include "util/content.h" +#include "util/date.h" + +static WFFacilities::WaitGroup wait_group{1}; + +void signal_handler(int) +{ + wait_group.done(); +} + +int main(int argc, char ** argv) +{ + size_t pollers; + unsigned short port; + size_t length; + size_t microseconds; + + if (parse_args(argc, argv, pollers, port, length, microseconds) != 4) + { + return -1; + } + + std::signal(SIGINT, signal_handler); + std::signal(SIGTERM, signal_handler); + + WFGlobalSettings settings = GLOBAL_SETTINGS_DEFAULT; + settings.poller_threads = pollers; + WORKFLOW_library_init(&settings); + + const std::string content = make_content(length); + WFHttpServer server([&content, µseconds](WFHttpTask * task) + { + auto resp = task->get_resp(); + + char timestamp[32]; + date(timestamp, sizeof(timestamp)); + resp->add_header_pair("Date", timestamp); + + resp->add_header_pair("Content-Type", "text/plain; charset=UTF-8"); + + resp->append_output_body_nocopy(content.data(), content.size()); + + auto req = task->get_req(); + auto uri = req->get_request_uri(); + if (std::strcmp(uri, "/long_req/") == 0) + { + auto timer_task = WFTaskFactory::create_timer_task(microseconds, nullptr); + series_of(task)->push_back(timer_task); + } + }); + + if (server.start(port) == 0) + { + wait_group.wait(); + server.stop(); + } + + return 0; +} + diff --git a/benchmark/util/args.h b/benchmark/util/args.h new file mode 100644 index 0000000000..d7a8eb2c09 --- /dev/null +++ b/benchmark/util/args.h @@ -0,0 +1,102 @@ +#ifndef _BENCHMARK_ARGS_H_ +#define _BENCHMARK_ARGS_H_ + +#include +#include +#include + +namespace details +{ + template + bool extract(const char *, T &); + + template + int parse(int todo, char ** p, ARGS & ... args); + + template <> + int parse(int todo, char ** p) + { + return 0; + } + + template + int parse(int todo, char ** p, T & t, ARGS & ... args) + { + if (todo != 0 && extract(*p, t)) + { + return parse(todo - 1, p + 1, args ...) + 1; + } + return 0; + } + + template + int parse_args(int & argc, char ** argv, ARGS & ... args) + { + if (argc <= 1) + { + return 0; + } + + int length = argc - 1; + char ** begin = argv + 1; + char ** end = begin + length; + + int done = parse(length, begin, args ...); + std::rotate(begin, begin + done, end); + std::reverse(end - done, end); + + argc -= done; + return done; + } + + template <> + bool extract(const char * p, size_t & t) + { + char * e; + long long ll = std::strtoll(p, &e, 0); + if (*e || ll < 0) + { + return false; + } + t = static_cast(ll); + return true; + } + + template <> + bool extract(const char * p, unsigned short & t) + { + char * e; + long long ll = std::strtoll(p, &e, 0); + if (*e + || ll < static_cast(std::numeric_limits::min()) + || ll > static_cast(std::numeric_limits::max()) + ) + { + return false; + } + t = static_cast(ll); + return true; + } + + template <> + bool extract(const char * p, std::string & t) + { + t = p; + return true; + } + + template <> + bool extract(const char * p, const char *& t) + { + t = p; + return true; + } +} + +template +static int parse_args(int & argc, char ** argv, ARGS & ... args) +{ + return details::parse_args(argc, argv, args ...); +} + +#endif //_BENCHMARK_ARGS_H_ diff --git a/benchmark/util/content.h b/benchmark/util/content.h new file mode 100644 index 0000000000..0841d174ed --- /dev/null +++ b/benchmark/util/content.h @@ -0,0 +1,21 @@ +#ifndef _BENCHMARK_CONTENT_H_ +#define _BENCHMARK_CONTENT_H_ + +#include +#include + +static inline std::string make_content(size_t length) +{ + std::mt19937_64 gen{42}; + std::uniform_int_distribution dis{32, 126}; + + std::string s; + s.reserve(length); + for (size_t i = 0; i < length; i++) + { + s.push_back(static_cast(dis(gen))); + } + return s; +} + +#endif //_BENCHMARK_CONTENT_H_ diff --git a/benchmark/util/date.h b/benchmark/util/date.h new file mode 100644 index 0000000000..3c2e6ee564 --- /dev/null +++ b/benchmark/util/date.h @@ -0,0 +1,15 @@ +#ifndef _BENCHMARK_DATE_H_ +#define _BENCHMARK_DATE_H_ + +#include + +static inline void date(char * buf, size_t n) +{ + auto tt = std::time(nullptr); + std::tm cur{}; + // gmtime_r(&tt, &cur); + localtime_r(&tt, &cur); + strftime(buf, n, "%a, %d %b %Y %H:%M:%S %Z", &cur); +} + +#endif //_BENCHMARK_DATE_H_ diff --git a/docs/benchmark.md b/docs/benchmark.md new file mode 100644 index 0000000000..f6ff9f8e73 --- /dev/null +++ b/docs/benchmark.md @@ -0,0 +1,211 @@ +# 性能测试 + +Sogou C++ Workflow是一款性能优异的网络框架,本文介绍我们进行的性能测试, +包括方案、代码、结果,以及与其他同类产品的对比。 + +更多场景下的实验正在进行中,本文将持续更新。 + +## HTTP Server + +HTTP Client/Server是Sogou C++ Workflow常见的应用场景, +我们首先对Server端进行实验。 + +### 环境 + +我们部署了两台相同机器作为Server和Client,软硬件配置如下: + +| 软硬件 | 配置 | +|:---:|:---| +| CPU | 40 Cores, x86_64, Intel(R) Xeon(R) CPU E5-2630 v4 @ 2.20GHz | +| Memory | 192GB | +| NIC | 25000Mbps | +| OS | CentOS 7.8.2003 | +| Kernel | Linux version 3.10.0-1127.el7.x86_64 | +| GCC | 4.8.5 | + +两者间`ping`测得的RTT为0.1ms左右。 + +### 对照组 + +我们选择nginx和brpc作为对照组。 +选择前者是因为它在生产中部署十分广泛,性能不俗; +对于后者,我们在本次实验中只关注HTTP Server方面的能力, +其他的特性已有[单独的实验][Sogou RPC Benchmark]进行更为详尽的测试。 + +事实上,我们也对此二者之外的其他某些框架同时进行了实验, +但结果其性能表现相差较远,因此未在本文中体现。 + +后续我们将选取更多合适的框架加入对比测试中。 + +### Client工具 + +本次实验我们使用的压测工具为[wrk][wrk]和[wrk2][wrk2]。 +前者适合测试特定并发下的QPS极限和延时, +后者适合在特定QPS下测试延时分布。 + +我们也尝试过使用其他测试工具,例如[ab][ab]等,但无法打出足够的压力。 +有鉴于此,我们也在着手开发基于Sogou C++ Workflow的benchmark工具。 + +### 变量和指标 + +一般而言,对网络框架的性能测试,切入的角度可谓纷繁多样。 +通过控制不同的变量、观测不同的指标,可以探究程序在不同场景下的适应能力。 + +本次实验,我们选择其中最普遍常见的变量和指标: +通过控制Client并发度和承载数据的大小,来测试QPS和延时的变化情况。 +另外,我们还测试了在掺杂慢请求的正常请求的延时分布。 + +下面依次介绍两个测试场景。 + +### 不同并发度和数据长度下的QPS和延时 + +#### 代码和配置 + +我们搭建了一个极其简约的HTTP服务器, +忽略掉所有的业务逻辑, +将测试点聚焦在纯粹的网络框架性能上。 + +代码片段如下, +完整代码移步[这里][benchmark-01 Code]。 + +```cpp +// ... + +auto * resp = task->get_resp(); +resp->add_header_pair("Date", timestamp); +resp->add_header_pair("Content-Type", "text/plain; charset=UTF-8"); +resp->append_output_body_nocopy(content.data(), content.size()); + +// ... +``` + +可以从上述代码中看到, +对于到来的任何HTTP请求, +我们都会返回一段固定的内容作为Body, +并设置必要的Header, +包括代码中指明的`content-type`、`date`, +以及自动填充的`connection`和`content-length`。 + +HTTP Body的固定内容是在Server启动时随机生成的ASCII字符串, +其长度可以通过启动参数配置。 +同时可以配置的还有使用的poller线程数和监听的端口号。 +前者我们在本次测试中固定为16, +因此Sogou C++ Workflow将使用16个poller线程和20个handler线程(默认配置)。 + +对于nginx和brpc, +我们也构建了相同的返回内容, +并为nginx配置了40个进程、 +brpc配置了40个线程。 + + +#### 变量 + +我们控制并发度在`[1, 2K]`之间翻倍增长, +数据长度在`[16B, 64KB]`之间翻倍增长, +两者正交。 + +#### 指标 + +鉴于并发度和数据长度组合之后数量较多, +我们选择其中部分数据绘制为曲线。 + +##### 固定数据长度下QPS与并发度关系 + +![Concurrency and QPS][Con-QPS] + +上图可以看出,当数据长度保持不变, +QPS随着并发度提高而增大,后趋于平稳。 +此过程中Sogou C++ Workflow一直有明显优势, +高于brpc和nginx。 +特别是数据长度为64和512的两条曲线, +并发度足够的时候,可以保持500K的QPS。 + +注意上图中nginx-64与nginx-512的曲线重叠度很高, +不易辨识。 + +##### 固定并发度下QPS与数据长度关系 + +![Body Length and QPS][Len-QPS] + +上图可以看出,当并发度保持不变, +随着数据长度的增长, +QPS保持平稳至4K时下降。 +此过程中,Sogou C++ Workflow也一直保持优势。 + +##### 固定数据长度下延时与并发度关系 + +![Concurrency and Latency][Con-Lat] + +上图可以看出,保持数据长度不变, +延时随并发度提高而有所上升。 +此过程中,Sogou C++ Workflow略好于brpc, +大好于nginx。 + +##### 固定并发度下延时与数据长度关系 + +![Body Length and Latency][Len-Lat] + +上图可以看出,并发度保持不变时, +增大数据长度,造成延时上升。 +此过程中,Sogou C++ Workflow好于nginx, +好于brpc。 + +### 掺杂慢请求的延时分布 + +#### 代码 + +我们在上一个测试的基础上,简单添加了一个慢请求的逻辑, +模拟业务场景中可能出现的特殊情况。 + +代码片段如下, +完整代码请移步[这里][benchmark-02 Code]。 + +```cpp +// ... + +if (std::strcmp(uri, "/long_req/") == 0) +{ + auto timer_task = WFTaskFactory::create_timer_task(microseconds, nullptr); + series_of(task)->push_back(timer_task); +} +// ... +``` + +我们在Server的process里进行判断, +如果访问的是特定的路径, +则添加一个`WFTimerTask`到Series的末尾, +能够模拟一个异步耗时处理过程。 +类似地,对brpc使用`bthread_usleep()`函数进行异步睡眠。 + +#### 配置 + +在本次实验中,我们固定并发度为1024,数据长度为1024字节, +分别以QPS为20K、100K和200K进行正常请求测试, +测绘延时; +与此同时,有另一路压力,进行慢请求, +QPS是上述QPS的1%, +数据不计入统计。 +慢请求的时长固定为5ms。 + +#### 延时CDF图 + +![Latency CDF][Lat CDF] + +从上图可以看出,当QPS为20K时, +Sogou C++ Workflow略次于brpc; +当QPS为100K时,两者几乎相当; +当QPS为200K时,Sogou C++ Workflow略好于brpc。 +总之,可以认为两者在这方面旗鼓相当。 + + +[Sogou RPC Benchmark]: https://github.com/holmes1412/sogou-rpc-benchmark +[wrk]: https://github.com/wg/wrk +[wrk2]: https://github.com/giltene/wrk2 +[ab]: https://httpd.apache.org/docs/2.4/programs/ab.html +[benchmark-01 Code]: ../benchmark/benchmark-01-http_server.cc +[benchmark-02 Code]: ../benchmark/benchmark-02-http_server_long_req.cc +[Con-QPS]: img/benchmark-01.png +[Len-QPS]: img/benchmark-02.png +[Con-Lat]: img/benchmark-03.png +[Len-Lat]: img/benchmark-04.png +[Lat CDF]: img/benchmark-05.png diff --git a/docs/img/benchmark-01.png b/docs/img/benchmark-01.png new file mode 100644 index 0000000000000000000000000000000000000000..a9ca383ee1e0090388871e96e26722cf4460f452 GIT binary patch literal 318656 zcmeFZcU05q+BO<>kL*#AJ+ERzVBDezh^REFadZ^v3J3xMB2Bu|Lm=ol!iWk=l`hh2 zlq!LM${-@7>lf|eZ`Q`cD<+`uyx_Nk6 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