dwikyalfira/capstone-project

Capstone Project

Capstone Project Repository

This repository was created for documentation and a collaborative platform in the Bangkit Capstone Project 2023 Batch 2, this is a back-end repository that use Node.js and Google CLoud Platform.

Dependencies Project (origin branch)

• Express Javascript Framework
• JsonWebToken
• Dotenv
• Bcrypt
• Mysql2
• Nodemon
• Sequelize
• Swagger-ui-express
• Validator
• @tensorflow/tfjs-node
• @tensorflow/tfjs
• axios
• @google-cloud/storage
• node-fetch
• multer

Machine Learning Models

Model For Quiz

https://storage.googleapis.com/models-mechine-learning-ch2-ps134/model_model2/model.json

Model For Image

https://storage.googleapis.com/models-mechine-learning-cnn/cnn_1/model.json

Try the project

1. Clone Deployment Models

   git clone -b deployment-ml-cc https://github.com/AlfianKamil9/capstone-project.git
   

2. Install dependencies

   npm install

3. Run Script

   npm run dev
   

4. Wait until Model Form and Model Image loaded, and server running on http://localhost:5000

Installation

If you want to try this project,

1. Clone this project

   git clone -b main https://github.com/AlfianKamil9/capstone-project.git
   

2. Install dependencies

   npm install

3. Add folder config/config.json

   {
    "development": {
      "username": "root",
      "password": null,
      "database": "Your-Db-Name",
      "host": "localhost",
      "dialect": "mysql"
      }
   }
   

4. Add file .env

   # APP
   APP_NAME=CAPSTONE_PROJECT
   APP_URL=http://localhost
   APP_PORT=3000
   APP_ENV=local
   
   # SECRET TOKEN
   TOKEN=YOUR-SECRET-TOKEN
   
   #SECRET KEY ACCESS ML LOAD MODEL
   ML_KEY=capstone-project-machine-learning
   ML_URL=http://localhost:5000
   
   #KONFIGURASI GOOGLE CLOUD BUCKET
   PROJECT_ID=YOUR-PROJECT-ID
   BUCKET_NAME=YOUR-BUCKET-NAME
   
   # DATABASE
   DB_CONNECTION=mysql
   DB_HOST=localhost
   DB_PORT=3306
   DB_DATABASE=capstone_project
   DB_USERNAME=root
   DB_PASSWORD=
   

5. Generate Database

   # Generate Table from Model & Migration
   npx sequelize-cli db:migrate
   
   # Generate data seeders
   npx sequelize-cli db:seed:all
   
   # Delete Table
   npx sequelize-cli db:migrate:undo
   
   # Delete Table
   npx sequelize-cli db:seed:undo:all
   

6. Add file serviceaccountkey.json from your service account

   #Example - Please Change with your serviceaccountkey
   
   {
     "type": "service_account",
     "project_id": "YOUR-PROJECT-ID",
     "private_key_id": "YOUR-PRIVATE-KEY-ID",
     "private_key": "-----BEGIN PRIVATE KEY-----FINISH PRIVATE KEY-----"
     "client_email": "---CLIENT-EMAIL---",
     "client_id": "------CLIENT-ID------",
     "auth_uri": "------AUTH-URI------",
     "token_uri": "-----TOKEN-URI-----",
     "auth_provider_x509_cert_url": "-----AUTH-PROVIDER-----",
     "client_x509_cert_url": "------CLIENT-CERT-URL------",
     "universe_domain": "googleapis.com"
   }
   

7. Run Project

   npm run start
   

8. Project running on http://localhost:3000

API Dokumentasi

Dokumentasi Sweager API

http://localhost:3000/api-docs

Table of API

Method	Routes	Token	Description
POST	/api/v1/login	no	email: required; password: required;
POST	/api/v1/register	no	email: required; name: required; familyEmail: required; password: required; confPassword: required,same;
POST	/api/v1/submit-quiz	required	a1: required; a2: required; a3: required; a4: required; a5: required; a6: required; a7: required; a8: required; a9: required; a10: required;
POST	/api/v1/submit-image	required	file: required
GET	/api/v1/artikel	no
GET	/api/v1/artikel/{id}	no
GET	/api/v1/questions	required
DELETE	/api/v1/logout	required