From 41098df4a512f8c9b260577b9dc6500378e1cea3 Mon Sep 17 00:00:00 2001 From: Cameron Date: Thu, 25 Apr 2024 23:11:29 -0700 Subject: [PATCH 01/52] Massive auditing change --- package-lock.json | 3167 ++++++++++++++++++++++++--------------------- package.json | 2 +- tsconfig.json | 52 +- yarn.lock | 3091 ++++++++++++++++++++++--------------------- 4 files changed, 3345 insertions(+), 2967 deletions(-) diff --git a/package-lock.json b/package-lock.json index f856901a..75867245 100644 --- a/package-lock.json +++ b/package-lock.json @@ -26,7 +26,7 @@ "react-icons": "^4.12.0", "react-papaparse": "^4.1.0", "react-router-dom": "^6.15.0", - "react-scripts": "5.0.1", + "react-scripts": "5.0.0", "react-transition-group": "^4.4.5", "serve": "^14.2.1", "typescript": "^4.9.5" @@ -48,9 +48,9 @@ } }, "node_modules/@adobe/css-tools": { - "version": "4.3.1", - "resolved": "https://registry.npmjs.org/@adobe/css-tools/-/css-tools-4.3.1.tgz", - "integrity": "sha512-/62yikz7NLScCGAAST5SHdnjaDJQBDq0M2muyRTpf2VQhw6StBg2ALiu73zSJQ4fMVLA+0uBhBHAle7Wg+2kSg==" + "version": "4.3.3", + "resolved": "https://registry.npmjs.org/@adobe/css-tools/-/css-tools-4.3.3.tgz", + "integrity": "sha512-rE0Pygv0sEZ4vBWHlAgJLGDU7Pm8xoO6p3wsEceb7GYAjScrOHpEo8KK/eVkAcnSM+slAEtXjA2JpdjLp4fJQQ==" }, "node_modules/@alloc/quick-lru": { "version": "5.2.0", @@ -76,85 +76,21 @@ } }, "node_modules/@babel/code-frame": { - 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webpack-dev-middleware "^5.3.1" + webpack-dev-middleware "^5.3.4" ws "^8.13.0" webpack-manifest-plugin@^4.0.2: @@ -11960,33 +12113,33 @@ webpack-sources@^3.2.3: integrity sha512-/DyMEOrDgLKKIG0fmvtz+4dUX/3Ghozwgm6iPp8KRhvn+eQf9+Q7GWxVNMk3+uCPWfdXYC4ExGBckIXdFEfH1w== "webpack@^4.0.0 || ^5.0.0", "webpack@^4.37.0 || ^5.0.0", "webpack@^4.4.0 || ^5.9.0", "webpack@^4.44.2 || ^5.47.0", webpack@^5.0.0, webpack@^5.1.0, webpack@^5.20.0, webpack@^5.64.4, "webpack@>= 4", webpack@>=2, "webpack@>=4.43.0 <6.0.0": - version "5.88.2" - resolved "https://registry.npmjs.org/webpack/-/webpack-5.88.2.tgz" - integrity sha512-JmcgNZ1iKj+aiR0OvTYtWQqJwq37Pf683dY9bVORwVbUrDhLhdn/PlO2sHsFHPkj7sHNQF3JwaAkp49V+Sq1tQ== + version "5.91.0" + resolved "https://registry.npmjs.org/webpack/-/webpack-5.91.0.tgz" + integrity sha512-rzVwlLeBWHJbmgTC/8TvAcu5vpJNII+MelQpylD4jNERPwpBJOE2lEcko1zJX3QJeLjTTAnQxn/OJ8bjDzVQaw== dependencies: "@types/eslint-scope" "^3.7.3" - "@types/estree" "^1.0.0" - "@webassemblyjs/ast" "^1.11.5" - "@webassemblyjs/wasm-edit" "^1.11.5" - "@webassemblyjs/wasm-parser" "^1.11.5" + "@types/estree" "^1.0.5" + "@webassemblyjs/ast" "^1.12.1" + "@webassemblyjs/wasm-edit" "^1.12.1" + "@webassemblyjs/wasm-parser" "^1.12.1" acorn "^8.7.1" acorn-import-assertions "^1.9.0" - browserslist "^4.14.5" + browserslist "^4.21.10" chrome-trace-event "^1.0.2" - enhanced-resolve "^5.15.0" + enhanced-resolve "^5.16.0" es-module-lexer "^1.2.1" eslint-scope "5.1.1" events "^3.2.0" glob-to-regexp "^0.4.1" - graceful-fs "^4.2.9" + graceful-fs "^4.2.11" json-parse-even-better-errors "^2.3.1" loader-runner "^4.2.0" mime-types "^2.1.27" neo-async "^2.6.2" schema-utils "^3.2.0" tapable "^2.1.1" - terser-webpack-plugin "^5.3.7" - watchpack "^2.4.0" + terser-webpack-plugin "^5.3.10" + watchpack "^2.4.1" webpack-sources "^3.2.3" websocket-driver@^0.7.4, websocket-driver@>=0.5.1: @@ -12011,9 +12164,9 @@ whatwg-encoding@^1.0.5: iconv-lite "0.4.24" whatwg-fetch@^3.6.2: - version "3.6.19" - resolved "https://registry.npmjs.org/whatwg-fetch/-/whatwg-fetch-3.6.19.tgz" - integrity sha512-d67JP4dHSbm2TrpFj8AbO8DnL1JXL5J9u0Kq2xW6d0TFDbCA3Muhdt8orXC22utleTVj7Prqt82baN6RBvnEgw== + version "3.6.20" + resolved "https://registry.npmjs.org/whatwg-fetch/-/whatwg-fetch-3.6.20.tgz" + integrity sha512-EqhiFU6daOA8kpjOWTL0olhVOF3i7OrFzSYiGsEMB8GcXS+RrzauAERX65xMeNWVqxA6HXH2m69Z9LaKKdisfg== whatwg-mimetype@^2.3.0: version "2.3.0" @@ -12077,16 +12230,16 @@ which-collection@^1.0.1: is-weakmap "^2.0.1" is-weakset "^2.0.1" -which-typed-array@^1.1.11, which-typed-array@^1.1.9: - version "1.1.11" - resolved "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.11.tgz" - integrity sha512-qe9UWWpkeG5yzZ0tNYxDmd7vo58HDBc39mZ0xWWpolAGADdFOzkfamWLDxkOWcvHQKVmdTyQdLD4NOfjLWTKew== +which-typed-array@^1.1.14, which-typed-array@^1.1.15, which-typed-array@^1.1.9: + version "1.1.15" + resolved "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.15.tgz" + integrity sha512-oV0jmFtUky6CXfkqehVvBP/LSWJ2sy4vWMioiENyJLePrBO/yKyV9OyJySfAKosh+RYkIl5zJCNZ8/4JncrpdA== dependencies: - available-typed-arrays "^1.0.5" - call-bind "^1.0.2" + available-typed-arrays "^1.0.7" + call-bind "^1.0.7" for-each "^0.3.3" gopd "^1.0.1" - has-tostringtag "^1.0.0" + has-tostringtag "^1.0.2" which@^1.3.1: version "1.3.1" @@ -12331,9 +12484,9 @@ ws@^7.4.6: integrity sha512-F+P9Jil7UiSKSkppIiD94dN07AwvFixvLIj1Og1Rl9GGMuNipJnV9JzjD6XuqmAeiswGvUmNLjr5cFuXwNS77Q== ws@^8.13.0: - version "8.14.2" - resolved "https://registry.npmjs.org/ws/-/ws-8.14.2.tgz" - integrity sha512-wEBG1ftX4jcglPxgFCMJmZ2PLtSbJ2Peg6TmpJFTbe9GZYOQCDPdMYu/Tm0/bGZkw8paZnJY45J4K2PZrLYq8g== + version "8.16.0" + resolved "https://registry.npmjs.org/ws/-/ws-8.16.0.tgz" + integrity sha512-HS0c//TP7Ina87TfiPUz1rQzMhHrl/SG2guqRcTOIUYD2q8uhUdNHZYJUaQ8aTGPzCh+c6oawMKW35nFl1dxyQ== xml-name-validator@^3.0.0: version "3.0.0" From d913fb16a898fb405520382d8e7045410309a3f3 Mon Sep 17 00:00:00 2001 From: Gisele Silva Date: Sat, 11 May 2024 14:40:38 -0300 Subject: [PATCH 02/52] fix images --- src/pages/about.tsx | 4 ++-- tailwind.config.js | 3 +++ 2 files changed, 5 insertions(+), 2 deletions(-) diff --git a/src/pages/about.tsx b/src/pages/about.tsx index cdae519b..bd665e0a 100644 --- a/src/pages/about.tsx +++ b/src/pages/about.tsx @@ -53,7 +53,7 @@ export default function About() { photo: "./assets/thiago.jpg", }, ]; - //comment + //comment return (
@@ -108,7 +108,7 @@ export default function About() {

Conheça a Equipe:

-
+
{teamMembers.map((member, index) => (
Date: Mon, 13 May 2024 10:33:10 -0700 Subject: [PATCH 03/52] Update develop.yml --- .github/workflows/develop.yml | 115 ++-------------------------------- 1 file changed, 6 insertions(+), 109 deletions(-) diff --git a/.github/workflows/develop.yml b/.github/workflows/develop.yml index 1ca53488..2260f907 100644 --- a/.github/workflows/develop.yml +++ b/.github/workflows/develop.yml @@ -1,134 +1,31 @@ name: CI -# Controls when the workflow will run on: push: branches: ["develop"] -# Prevent duplicate workflows from running concurrency: group: ${{ github.workflow }}-${{ github.ref }} cancel-in-progress: true jobs: - # Static tests don't involve any logic or context. - # They are just a set of tests that can detect if we are not introducing any faulty code. - static-test: - name: 🔬 Static tests - runs-on: ubuntu-latest - steps: - - name: ⬇️ Checkout repo - uses: actions/checkout@v4 - with: - fetch-depth: 2 - - - name: ⎔ Setup Node - uses: actions/setup-node@v3 - with: - cache: "npm" - - - name: 🟨 Setup Python - uses: actions/setup-python@v3 - - - name: 📦 Install Node dependencies - run: npm install - - # # Unit tests are tests that are not dependent on any external service. - # # Usually, they are tests that are testing the logic of a specific function or component. - unit-test: - needs: [static-test] - name: 🚦 Unit tests - runs-on: ubuntu-latest - steps: - - name: ⬇️ Checkout repo - uses: actions/checkout@v4 - with: - fetch-depth: 2 - - - name: ⎔ Setup Node - uses: actions/setup-node@v3 - with: - cache: "npm" - - - name: 🟨 Setup Python - uses: actions/setup-python@v3 - - - name: 📦 Install dependencies - run: npm install - - - name: 🚦 Run unit tests - run: npm test - - # # Integration tests are tests that are dependent on external services. - integration-test: - needs: [static-test] - name: 🚥 Integration tests - runs-on: ubuntu-latest - steps: - - name: ⬇️ Checkout repo - uses: actions/checkout@v4 - with: - fetch-depth: 2 - - - name: ⎔ Setup Node - uses: actions/setup-node@v3 - with: - cache: "npm" - - - name: 🟨 Setup Python - uses: actions/setup-python@v3 - - - name: 📦 Install dependencies - run: npm install - - # - name: 🐳 Docker compose - # run: - # docker-compose up -d && sleep 3 && pnpm prisma migrate reset --force - # --skip-seed - - - name: 🚦 Run integration tests - run: npm test - - # Create Build build: - needs: [static-test, unit-test, integration-test] name: 🏗️ Build runs-on: ubuntu-latest steps: - - name: Set up Wine - uses: actions/setup-node@v2 - with: - node-version: "14" - - - name: Install Wine64 - run: sudo apt update && sudo apt install wine64 - - - name: Install Wine32 - run: | - sudo dpkg --add-architecture i386 - sudo apt-get update - sudo apt-get install wine32 - - name: ⬇️ Checkout repo uses: actions/checkout@v4 with: fetch-depth: 2 - - name: ⎔ Setup Node - uses: actions/setup-node@v3 + - name: Set up Miniconda + uses: conda-incubator/setup-miniconda@v2 with: - cache: "npm" - - - name: 🟨 Setup Python - uses: actions/setup-python@v3 - - - name: 📦 Install dependencies - run: npm install + activate-environment: default + environment-file: environment.yml - name: 🏗️ Build - run: npm run build - - #- name: 📦 Electron Package - # run: npx electron-packager . LinguifAI --platform=win32 --arch=x64 --out=dist + run: | + conda run -n base pyinstaller app.spec - name: 📦 Electron Builder run: npm run electron:package:win From 3ec629db3d5cc90b21624fa1bdc1e2c5d958d574 Mon Sep 17 00:00:00 2001 From: Cameron Date: Mon, 13 May 2024 10:34:11 -0700 Subject: [PATCH 04/52] Develop --- api/DataProcesser.py | 37 +- api/models/emotion_pipeline.pkl | Bin 9786219 -> 9795450 bytes api/models/hate_speech.pkl | Bin 197389 -> 197395 bytes api/models/news_classification.pkl | Bin 5389722 -> 0 bytes api/models_code/nb_emotions.py | 8 +- api/models_code/nb_hatespeech.py | 2 +- api/models_code/nb_news.py | 2 +- api/requirements.txt.orig | 32 +- api/training_df/nb_hatespeech.csv | 1998 ++++++++++++++-------------- package-lock.json | 51 +- package.json | 7 +- public/assets/gisele.jpg | Bin 48681 -> 0 bytes public/electron.js | 147 +- src/pages/about.tsx | 28 +- src/pages/home.tsx | 21 +- yarn.lock | 27 +- 16 files changed, 1219 insertions(+), 1141 deletions(-) delete mode 100644 api/models/news_classification.pkl delete mode 100644 public/assets/gisele.jpg diff --git a/api/DataProcesser.py b/api/DataProcesser.py index 7af8cf8f..ca9199c1 100644 --- a/api/DataProcesser.py +++ b/api/DataProcesser.py @@ -2,13 +2,19 @@ from NbNewsModel import news_prediction from NbEmotionsModel import make_prediction from available_classifiers import get_available_classifiers +from sklearn.pipeline import make_pipeline + +# bag of words +from sklearn.feature_extraction.text import TfidfVectorizer + +from sklearn.model_selection import train_test_split +from sklearn.naive_bayes import MultinomialNB import Neural_Network2 import pickle import re import joblib import numpy as np -import string import os import pandas as pd import torch @@ -30,7 +36,8 @@ def handle_classify(self, df, classifier): classifier_switcher = get_available_classifiers() # id: nome_arquivo model_name = classifier_switcher[classifier] if model_name.endswith('.pkl'): - return self.pretrained_predict(df, model_name) + pipeline = self.get_pipeline(model_name) + return self.pretrained_predict(df, pipeline) else: return self.trained_predict(df, model_name) #classifier_switcher = { @@ -41,6 +48,20 @@ def handle_classify(self, df, classifier): #return classifier_switcher.get(classifier, lambda: "Invalid Classifier")(df) + def get_pipeline(self, model_name): + if model_name=="emotion_pipeline.pkl": + df = pd.read_csv('api/training_df/tweet_emotions.csv') + train_data, test_data, train_target, test_target = train_test_split(df['content'], df['sentiment'], test_size=0.2, shuffle=True) + elif model_name=="hate_speech.pkl": + df = pd.read_csv('api/training_df/nb_hatespeech.csv', sep=';') + train_data, test_data, train_target, test_target = train_test_split(df['comment'], df['isHate'], test_size=0.2, shuffle=True) + elif model_name=="text_classification_pipeline.pkl": + df = pd.read_csv('api/training_df/nb_news.csv') + train_data, test_data, train_target, test_target = train_test_split(df['short_description'], df['category'], test_size=0.2, shuffle=True) + else: + return None + return make_pipeline(TfidfVectorizer(), MultinomialNB()).fit(train_data, train_target) + def generate_statistics(self, df): unique_labels = df['output_column'].unique() @@ -67,19 +88,15 @@ def classify_emotions(self, df): df['output_column'] = df['input_column'].apply(make_prediction) return df - def lin_regression_model(self, df): - df['output_column'] = df['input_column'].apply(make_prediction_nblin) - return df + # def lin_regression_model(self, df): + # df['output_column'] = df['input_column'].apply(make_prediction_nblin) + # return df def nb_news_application(self, df): df['output_column'] = df['input_column'].apply(news_prediction) return df - def pretrained_predict(self, df, model_name): - model_file = f'api/models/{model_name}' - with open(model_file, 'rb') as model: - pipeline = pickle.load(model) - + def pretrained_predict(self, df, pipeline): texts_to_predict = df['input_column'] texts_to_predict = [str(text) for text in texts_to_predict] predictions = pipeline.predict(texts_to_predict) diff --git a/api/models/emotion_pipeline.pkl b/api/models/emotion_pipeline.pkl index 44ce44ed1f1dfa3009514df7bb6208bf364b02e6..37bd3550fd8120fa0ddf72647ccd688070545efe 100644 GIT binary patch literal 9795450 zcmYJ+1GME#xG37wwynQy+qP}nwr$(CZQHhO+ud*WdH24z#+uo+lggK*zENZEHC9s9 zFYx35f&S-zU!%fzY}u-D{SIx?v}@k3ajWKS8c!M(yxjjSPMnmy|D@iNl8p+|u~XxA z9VgXR4A-ei^F~d&G;Y|bZHMMP8h4m9D(?Rc(WG(xPMte6uG_dyEg97uzttJlZK57^S^cLwyWQ%Q{xV8 z1W%T?bMjgZYIUvEHD#>^lSYN?*r{#1y8m|kcch@L>vyZ$sL7rAZ&9a>Ks6|hwX>pORBTvwwy^N<}| zw{6?0+5h=1bjQvO{^hZLhq|4b2pH6lfAyLL9~J(8(@@EIbZjD$-2LA?G)vknS+nHB znxz=lEamV~VcYzFXJ6MvO)C9$-l!1&!q;uoyuQ3d=-9A%yY6W^wyWQvW8*Y+8+MeG zkd}2@*O!oP|6f$c?%1rps}aE4RR`BH?K(7<=aLyl1#8}>QFFPPG%CvfUTm6%Z96nh z)4Fr3PR;9g=uqFqhpyW}=G#bfXZfBusac{?!P+$Xe>YB?RPuiYPbwIo!K9&+DojdN zGJqot{#WDww4nA1*gVsu;luvl&4ES*$Tg`^$tANeUjK?+frA{3<<#VJ8a 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