From c21eb7403b8500bd793d04c0e96592fadf0080ae Mon Sep 17 00:00:00 2001 From: Ricardo Pina Date: Thu, 27 May 2021 14:50:18 +0100 Subject: [PATCH] first commit --- .dockerignore | 4 + .gitignore | 105 +- Dockerfile | 15 + README.md | 24 +- app.js | 53 + docker-compose.yml | 11 + package-lock.json | 2900 ++++++++++++++++++++++++++++++++++++++++++++ package.json | 27 + 8 files changed, 3035 insertions(+), 104 deletions(-) create mode 100644 .dockerignore create mode 100644 Dockerfile create mode 100644 app.js create mode 100644 docker-compose.yml create mode 100644 package-lock.json create mode 100644 package.json diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000..40c636f --- /dev/null +++ b/.dockerignore @@ -0,0 +1,4 @@ +node_modules +npm-debug.log +ecosystem.config.js +.gitignore \ No newline at end of file diff --git a/.gitignore b/.gitignore index 6704566..b166c14 100644 --- a/.gitignore +++ b/.gitignore @@ -1,104 +1,3 @@ -# Logs -logs -*.log -npm-debug.log* -yarn-debug.log* -yarn-error.log* -lerna-debug.log* - -# Diagnostic reports (https://nodejs.org/api/report.html) -report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json - -# Runtime data -pids -*.pid -*.seed -*.pid.lock - -# Directory for instrumented libs generated by jscoverage/JSCover -lib-cov - -# Coverage directory used by tools like istanbul -coverage -*.lcov - -# nyc test coverage -.nyc_output - -# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) -.grunt - -# Bower dependency directory (https://bower.io/) -bower_components - -# node-waf configuration -.lock-wscript - -# Compiled binary addons (https://nodejs.org/api/addons.html) -build/Release - -# Dependency directories node_modules/ -jspm_packages/ - -# TypeScript v1 declaration files -typings/ - -# TypeScript cache -*.tsbuildinfo - -# Optional npm cache directory -.npm - -# Optional eslint cache -.eslintcache - -# Microbundle cache -.rpt2_cache/ -.rts2_cache_cjs/ -.rts2_cache_es/ -.rts2_cache_umd/ - -# Optional REPL history -.node_repl_history - -# Output of 'npm pack' -*.tgz - -# Yarn Integrity file -.yarn-integrity - -# dotenv environment variables file -.env -.env.test - -# parcel-bundler cache (https://parceljs.org/) -.cache - -# Next.js build output -.next - -# Nuxt.js build / generate output -.nuxt -dist - -# Gatsby files -.cache/ -# Comment in the public line in if your project uses Gatsby and *not* Next.js -# https://nextjs.org/blog/next-9-1#public-directory-support -# public - -# vuepress build output -.vuepress/dist - -# Serverless directories -.serverless/ - -# FuseBox cache -.fusebox/ - -# DynamoDB Local files -.dynamodb/ - -# TernJS port file -.tern-port +.idea/ +/ecosystem.config.js diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..8ff1e7b --- /dev/null +++ b/Dockerfile @@ -0,0 +1,15 @@ +FROM node:lts +WORKDIR /var/www/html +# Install app dependencies +# A wildcard is used to ensure both package.json AND package-lock.json are copied +# where available (npm@5+) +COPY package.json ./ + +RUN npm install pm2 -g +RUN npm install +# If you are building your code for production +# RUN npm ci --only=production +COPY . . + +EXPOSE 8088 +CMD ["pm2-runtime", "app.js","--name=sentence_classify"] \ No newline at end of file diff --git a/README.md b/README.md index fd97092..62b5b03 100644 --- a/README.md +++ b/README.md @@ -1 +1,23 @@ -# sentences-classify \ No newline at end of file +# sentences-classify + +Service in Node JS to classify sentences, only EN. +## Usage +Build image, run container, show logs +``` +docker-compose build && docker-compose up -d && docker-compose logs -f +``` +## Endpoints +Classify sentence +``` +Method: POST +Parameter: sentence +URL: http://[HOST]:[PORT]/sentence + +``` +## Contributing +Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change. + +Please make sure to update tests as appropriate. +a +## License +[MIT](https://choosealicense.com/licenses/mit/) \ No newline at end of file diff --git a/app.js b/app.js new file mode 100644 index 0000000..b56d510 --- /dev/null +++ b/app.js @@ -0,0 +1,53 @@ +const express = require('express') +require('@tensorflow/tfjs'); +const toxicity = require('@tensorflow-models/toxicity'); +const bodyParser = require('body-parser'); + +const app = express() +const port = 8088 + +// The minimum prediction confidence. +const threshold = 0.9; + +function loadToxicity(req, res, body){ + toxicity.load(threshold).then(model => { + model.classify([body.sentence]).then(predictions => { + // `predictions` is an array of objects, one for each prediction head, + // that contains the raw probabilities for each input along with the + // final prediction in `match` (either `true` or `false`). + // If neither prediction exceeds the threshold, `match` is `null`. + let hasToxic = false; + let toxicSentences = [] + let message = 'Your sentence contains no toxic words'; + for(i=0;i<7;i++) { + if (predictions[i].results[0].match === true) { + hasToxic = true; + message = 'Your sentence contains toxic words'; + toxicSentences.push({'label':predictions[i].label.toUpperCase(),'pecentage':predictions[i].results[0].probabilities[1].toFixed(4)*100+"%"}) + } + } + + res.status(200).json({ + error:false, + message:message, + data:toxicSentences + }) + + }); + }); +} + +app.use(bodyParser.urlencoded({ extended: true })); +app.use(bodyParser.json()); + +app.get('/', (req, res) => { + res.send("

Sentence Classify Service

") +}); + +app.post('/sentence', (req, res) => { + loadToxicity(req, res, req.body); +}) + +app.listen(port, () => { + console.log(`App listening at http://localhost:${port}`) +}) \ No newline at end of file diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..aa24faa --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,11 @@ +version: '3.5' + +services: + sentence-classify-app: + build: + context: '.' + args: + uid: 3462346345 + container_name: sentence-classify-app + ports: + - 8088:8088 \ No newline at end of file diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 0000000..2f2539a --- /dev/null +++ b/package-lock.json @@ -0,0 +1,2900 @@ +{ + "name": "sentences-classify", + "version": "1.0.0", + "lockfileVersion": 2, + "requires": true, + "packages": { + "": { + "version": "1.0.0", + "license": "MIT", + "dependencies": { + "@tensorflow-models/toxicity": "^1.2.2", + "@tensorflow/tfjs": "^3.6.0", + "@tensorflow/tfjs-node": 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