From 4ce007dac0926baeb498fe0f6417e84377d755e0 Mon Sep 17 00:00:00 2001 From: sukkee <382248373@qq.com> Date: Thu, 9 Dec 2021 14:49:31 +0800 Subject: [PATCH] [TIPC] Add js infer test (#1588) --- .gitignore | 1 + test_tipc/docs/test_infer_js.md | 50 +++++++++++ test_tipc/prepare_js.sh | 85 +++++++++++++++++++ test_tipc/test_infer_js.sh | 8 ++ test_tipc/web/imgs/human.jpg | Bin 0 -> 55699 bytes test_tipc/web/imgs/seg.png | Bin 0 -> 84784 bytes test_tipc/web/index.html | 41 +++++++++ test_tipc/web/index.test.js | 43 ++++++++++ test_tipc/web/jest-puppeteer.config.js | 14 ++++ test_tipc/web/jest.config.js | 111 +++++++++++++++++++++++++ 10 files changed, 353 insertions(+) create mode 100644 test_tipc/docs/test_infer_js.md create mode 100644 test_tipc/prepare_js.sh create mode 100644 test_tipc/test_infer_js.sh create mode 100644 test_tipc/web/imgs/human.jpg create mode 100644 test_tipc/web/imgs/seg.png create mode 100644 test_tipc/web/index.html create mode 100644 test_tipc/web/index.test.js create mode 100644 test_tipc/web/jest-puppeteer.config.js create mode 100644 test_tipc/web/jest.config.js diff --git a/.gitignore b/.gitignore index c81ada1956..f6f6b726c0 100644 --- a/.gitignore +++ b/.gitignore @@ -111,3 +111,4 @@ venv.bak/ # js node_modules/ package-lock.json +test_tipc/web/models/ diff --git a/test_tipc/docs/test_infer_js.md b/test_tipc/docs/test_infer_js.md new file mode 100644 index 0000000000..907c6b69be --- /dev/null +++ b/test_tipc/docs/test_infer_js.md @@ -0,0 +1,50 @@ +# Web 端基础预测功能测试 + +Web 端主要基于 Jest-Puppeteer 完成 e2e 测试,其中 Puppeteer 操作 Chrome 完成推理流程,Jest 完成测试流程。 +>Puppeteer 是一个 Node 库,它提供了一个高级 API 来通过 DevTools 协议控制 Chromium 或 Chrome +>Jest 是一个 JavaScript 测试框架,旨在确保任何 JavaScript 代码的正确性。 + +#### 环境准备 + +* 安装 Node(包含 npm ) (https://nodejs.org/zh-cn/download/) +* 确认是否安装成功,在命令行执行 +```sh +# 显示所安 node 版本号,即表示成功安装 +node -v +``` +* 确认 npm 是否安装成成 +```sh +# npm 随着 node 一起安装,一般无需额外安装 +# 显示所安 npm 版本号,即表示成功安装 +npm -v +``` + +#### 使用 +```sh +# web 测试环境准备 +bash test_tipc/prepare_js.sh 'js_infer' + +# web 推理测试 +bash test_tipc/test_infer_js.sh +``` + + +#### 流程设计 + +###### paddlejs prepare + 1. 判断 node, npm 是否安装 + 2. 下载测试模型,当前为 ppseg_lite_portrait_398x224 ,如果需要替换,把对应模型连接和模型包名字修改即可 + - 当前模型:https://paddleseg.bj.bcebos.com/dygraph/ppseg/ppseg_lite_portrait_398x224.tar.gz + - 模型配置:configs/pp_humanseg_lite/pp_humanseg_lite_export_398x224.yml + 3. 导出模型为静态图模型(保存地址:test_tipc/web/models/pphumanseg_lite) + 4. 转换模型, model.pdmodel model.pdiparams 转换为 model.json chunk.dat + 5. 安装最新版本 humanseg sdk @paddlejs-models/humanseg@latest + 6. 安装测试环境依赖 puppeteer、jest、jest-puppeteer,如果检查到已经安装,则不会进行二次安装 + + + ###### paddlejs infer test + 1. Jest 执行 server command:`python3 -m http.server 9811` 开启本地服务 + 2. 启动 Jest 测试服务,通过 jest-puppeteer 插件完成 chrome 操作,加载 @paddlejs-models/humanseg 脚本完成推理流程 + 3. 测试用例为分割后的图片与预期图片(expect img)效果进行**逐像素对比**,精度误差不超过 **2%**,则视为测试通过,通过为如下显示: + infoflow 2021-12-02 16-34-05 diff --git a/test_tipc/prepare_js.sh b/test_tipc/prepare_js.sh new file mode 100644 index 0000000000..f2af8d171f --- /dev/null +++ b/test_tipc/prepare_js.sh @@ -0,0 +1,85 @@ +#!/bin/bash + +set -o errexit +set -o nounset +shopt -s extglob + +# paddlejs prepare 主要流程 +# 1. 判断 node, npm 是否安装 +# 2. 下载测试模型,当前为 ppseg_lite_portrait_398x224 ,如果需要替换,把对应模型连接和模型包名字修改即可 +# - 当前模型:https://paddleseg.bj.bcebos.com/dygraph/ppseg/ppseg_lite_portrait_398x224.tar.gz +# - 模型配置:configs/pp_humanseg_lite/pp_humanseg_lite_export_398x224.yml +# 3. 导出模型为静态图模型 +# 4. 转换模型, model.pdmodel model.pdiparams 转换为 model.json chunk.dat +# 5. 安装最新版本 humanseg sdk @paddlejs-models/humanseg@latest +# 6. 安装测试环境依赖 puppeteer、jest、jest-puppeteer + +# 判断是否安装了node +if ! type node >/dev/null 2>&1; then + echo -e "\033[31m node 未安装 \033[0m" + exit +fi + +# 判断是否安装了npm +if ! type npm >/dev/null 2>&1; then + echo -e "\033[31m npm 未安装 \033[0m" + exit +fi + +# MODE be 'js_infer' +MODE=$1 +# js_infer MODE , load model file and convert model to js_infer +if [ ${MODE} != "js_infer" ];then + echo "Please change mode to 'js_infer'" + exit +fi + + +# saved_model_name +saved_model_name=pphumanseg_lite +# model_path +model_path=test_tipc/web/models/ + +rm -rf $model_path +echo ${model_path}${saved_model_name} + +# download inference model +wget -nc -P $model_path https://paddleseg.bj.bcebos.com/dygraph/ppseg/ppseg_lite_portrait_398x224.tar.gz +cd $model_path && tar xf ppseg_lite_portrait_398x224.tar.gz && cd ../../../ + +# export to static shape model +python3 export.py \ + --config configs/pp_humanseg_lite/pp_humanseg_lite_export_398x224.yml \ + --model_path test_tipc/web/models/ppseg_lite_portrait_398x224/model.pdparams \ + --save_dir $model_path$saved_model_name/ \ + --input_shape 1 3 224 398 \ + --without_argmax --with_softmax + + +pip3 install paddlejsconverter +# convert inference model to web model: model.json、chunk_1.dat +paddlejsconverter \ + --modelPath=$model_path$saved_model_name/model.pdmodel \ + --paramPath=$model_path$saved_model_name/model.pdiparams \ + --outputDir=$model_path$saved_model_name/ \ + + + + +# always install latest humanseg sdk +cd test_tipc/web +echo -e "\033[33m Installing the latest humanseg sdk... \033[0m" +npm install @paddlejs-models/humanseg@latest +echo -e "\033[32m The latest humanseg sdk installed completely.!~ \033[0m" + +# install dependencies +if [ `npm list --dept 0 | grep puppeteer | wc -l` -ne 0 ] && [ `npm list --dept 0 | grep jest | wc -l` -ne 0 ];then + echo -e "\033[32m Dependencies have installed \033[0m" +else + echo -e "\033[33m Installing dependencies ... \033[0m" + npm install jest jest-puppeteer puppeteer + echo -e "\033[32m Dependencies installed completely.!~ \033[0m" +fi + +# del 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+ + + + diff --git a/test_tipc/web/index.test.js b/test_tipc/web/index.test.js new file mode 100644 index 0000000000..790cbd1963 --- /dev/null +++ b/test_tipc/web/index.test.js @@ -0,0 +1,43 @@ +describe('e2e test humanseg model', () => { + beforeAll(async () => { + await page.goto(PATH); + }); + + it('humanseg infer and diff test', async () => { + page.on('console', msg => console.log('PAGE LOG:', msg.text())); + const mAP = await page.evaluate(async () => { + const human = document.querySelector('#human'); + const seg = document.querySelector('#seg'); + const back_canvas = document.getElementById('back_canvas'); + const back_ctx = back_canvas.getContext('2d'); + + const seg_canvas = document.createElement('canvas'); + const seg_ctx = seg_canvas.getContext('2d'); + seg_canvas.width = back_canvas.width = seg.naturalWidth; + seg_canvas.height = back_canvas.height = seg.naturalHeight; + seg_ctx.drawImage(seg, 0, 0, seg_canvas.width, seg_canvas.height); + + const humanseg = paddlejs['humanseg']; + + await humanseg.load(true, false, './models/pphumanseg_lite/model.json'); + const { + data + } = await humanseg.getGrayValue(human); + humanseg.drawHumanSeg(data, back_canvas); + + const backImageData = back_ctx.getImageData(0, 0, back_canvas.width, back_canvas.height).data; + const segImageData = seg_ctx.getImageData(0, 0, seg_canvas.width, seg_canvas.height).data; + + let diffPixelsNum = 0; + for (let index = 0; index < backImageData.length; index++) { + if (backImageData[index] !== segImageData[index]) { + diffPixelsNum++; + } + } + return diffPixelsNum / backImageData.length; + }); + + const expectedMAP = 0.02; + await expect(mAP).toBeLessThanOrEqual(expectedMAP); + }); +}); \ No newline at end of file diff --git a/test_tipc/web/jest-puppeteer.config.js b/test_tipc/web/jest-puppeteer.config.js new file mode 100644 index 0000000000..c1025ad2f4 --- /dev/null +++ b/test_tipc/web/jest-puppeteer.config.js @@ -0,0 +1,14 @@ +// jest-puppeteer.config.js +module.exports = { + launch: { + headless: false, + product: 'chrome' + }, + browserContext: 'default', + server: { + command: 'python3 -m http.server 9811', + port: 9811, + launchTimeout: 10000, + debug: true + } +}; \ No newline at end of file diff --git a/test_tipc/web/jest.config.js b/test_tipc/web/jest.config.js new file mode 100644 index 0000000000..aed1573efa --- /dev/null +++ b/test_tipc/web/jest.config.js @@ -0,0 +1,111 @@ +// For a detailed explanation regarding each configuration property and type check, visit: +// https://jestjs.io/docs/en/configuration.html + +module.exports = { + preset: 'jest-puppeteer', + // All imported modules in your tests should be mocked automatically + // automock: false, + + // Automatically clear mock calls and instances between every test + clearMocks: true, + + // An object that configures minimum threshold enforcement for coverage results + // coverageThreshold: undefined, + + // A set of global variables that need to be available in all test environments + globals: { + PATH: 'http://localhost:9811' + }, + + // The maximum amount of workers used to run your tests. Can be specified as % or a number. E.g. maxWorkers: 10% will use 10% of your CPU amount + 1 as the maximum worker number. maxWorkers: 2 will use a maximum of 2 workers. + // maxWorkers: "50%", + + // An array of directory names to be searched recursively up from the requiring module's location + // moduleDirectories: [ + // "node_modules" + // ], + + // An array of file extensions your modules use + moduleFileExtensions: [ + 'js', + 'json', + 'jsx', + 'ts', + 'tsx', + 'node' + ], + + + // The root directory that Jest should scan for tests and modules within + // rootDir: undefined, + + // A list of paths to directories that Jest should use to search for files in + roots: [ + '' + ], + + // Allows you to use a custom runner instead of Jest's default test runner + // runner: "jest-runner", + + // The paths to modules that run some code to configure or set up the testing environment before each test + // setupFiles: [], + + // A list of paths to modules that run some code to configure or set up the testing framework before each test + // setupFilesAfterEnv: [], + + // The number of seconds after which a test is considered as slow and reported as such in the results. + // slowTestThreshold: 5, + + // A list of paths to snapshot serializer modules Jest should use for snapshot testing + // snapshotSerializers: [], + + // The test environment that will be used for testing + // testEnvironment: 'jsdom', + + // Options that will be passed to the testEnvironment + // testEnvironmentOptions: {}, + + // An array of regexp pattern strings that are matched against all test paths, matched tests are skipped + testPathIgnorePatterns: [ + '/node_modules/' + ], + + // The regexp pattern or array of patterns that Jest uses to detect test files + testRegex: '.(.+)\\.test\\.(js|ts)$', + + // This option allows the use of a custom results processor + // testResultsProcessor: undefined, + + // This option allows use of a custom test runner + // testRunner: "jest-circus/runner", + + // This option sets the URL for the jsdom environment. It is reflected in properties such as location.href + testURL: 'http://localhost:9898/', + + // Setting this value to "fake" allows the use of fake timers for functions such as "setTimeout" + // timers: "real", + + // A map from regular expressions to paths to transformers + transform: { + '^.+\\.js$': 'babel-jest' + }, + + // An array of regexp pattern strings that are matched against all source file paths, matched files will skip transformation + transformIgnorePatterns: [ + '/node_modules/', + '\\.pnp\\.[^\\/]+$' + ], + + // An array of regexp pattern strings that are matched against all modules before the module loader will automatically return a mock for them + // unmockedModulePathPatterns: undefined, + + // Indicates whether each individual test should be reported during the run + verbose: true, + + // An array of regexp patterns that are matched against all source file paths before re-running tests in watch mode + // watchPathIgnorePatterns: [], + + // Whether to use watchman for file crawling + // watchman: true, + testTimeout: 50000 +};