ornaman-dev/Bangkit-CloudComputing

This Repository was built to create an API for Ornamental plants by images to Classification and Recommend (machine learning plant identification service) and the User Authentication API for application.

Bangkit-CloudComputing ☁

• Cloud Architecture
  

Member

• Rausyanfikr Adi Karmayoga - C261DKX3957
• Ayi Sumarna - C361DSX4882

Table of Contents

Cloning Tutorial Documentation:

• Classification API
• Recommendation API
• Authentication API

Classification API

Setup Cloud Storage

• Open Google Cloud Console here.
• Go to Cloud Storage.
• Create a bucket by clicking CREATE button.
• Set your globally unique bucket name.
• Choose your region.
• Set a default class (Standard).
• Uncheck the Enforce public access prevent ...
• Select Access Control as Fine-grained.
• Then, hit CREATE.
• On your buckets, click the three dots at the right of your bucket.
• Click Edit Access and click Add Principal.
• In the new principal column type allUsers.
• In the role column select Cloud Storage > Storage Object Viewer.
• Click Save.

Setup Service Account

• Go to IAM & Admin > Service Accounts or click here.
• Select your project.
• Click Create Service Account
• Set your name, Select role Cloud Storage > Storage Admin
• Click your service account email > KEYS > Select ADD KEY and click Create new key.
• Select JSON and click CREATE.
• Save your credential account.

Deploy to Cloud Run

• Open your Cloud Shell by clicking here.
• Set your project.

  gcloud config set project [PROJECT_ID]

• Clone this repository by the below command and go to the ClassificationAPI directory.

  git clone https://github.com/ornaman-dev/Bangkit-CloudComputing.git
  cd Bangkit-CloudComputing/ClassificationAPI/

• Upload your Service Account Credentials to the directory.
• Rename the file as credentials.json.
• Edit the main.py file to change your cloud bucket name.

  nano main.py

• Save it by typing CTRL+X, Y, Enter.
• Deploy the API by running the command on your cloud shell.

  gcloud run deploy --source .

• Type classification-api as the service name and select your region the same as your bucket.
• Wait until it finishes.

Recommendation API

Setup Cloud SQL

• Open Google Cloud Console here.
• Go to Cloud SQL.
• Choose MySQL as the database engine.
• Type your instance id and password.
• Choose a region and set your Zonal availability as Single Zone.
• On a Customize your instance, click SHOW CONFIGURATION OPTIONS.
• Click Connections and select Public IP as an Instance IP assignment.
• Click add a network in the network column type 0.0.0.0/0 and click done.
• Hit CREATE INSTANCE button.

Deploy to App Engine

• Open your Cloud Shell by clicking here.
• Set your project.

  gcloud config set project [PROJECT_ID]

• Clone this repository by the below command and go to the RecommendationAPI directory.

  git clone https://github.com/ornaman-dev/Bangkit-CloudComputing.git
  cd Bangkit-CloudComputing/RecommendationAPI/

• In the directory create a JSON file for the database authentication.

  nano db_auth.json

• Copy the below format and enter your instance auth.

  {
    "db_user": <user>,
    "db_password": <password>,
    "db_host_ip": <public_ip>,
    "db_name": "ornaman"
  }

• Check your Public IP address by going to your instance and looking up Connect to this instance.
• Download the database configuration by visiting this file.
• Upload the file to Google Cloud Storage.
• In the Cloud SQL import the database by hitting the IMPORT button.
• Browse your file and remain the file format as SQL then hits IMPORT.
• Deploy the API by running the command below on your cloud shell tab.

  gcloud app deploy

• Type Y hit Enter and select your region.
• Wait until it is deployed.

Authentication API

Setup Cloud SQL

you can skip this (same as recommendation API)

• Open Google Cloud Console here.
• Go to Cloud SQL.
• Choose MySQL as the database engine.
• Type your instance id and password.
• Choose a region and set your Zonal availability as Single Zone.
• On a Customize your instance, click SHOW CONFIGURATION OPTIONS.
• Click Connections and select Public IP as an Instance IP assignment.
• Click add a network in the network column type 0.0.0.0/0 and click done.
• Hit CREATE INSTANCE button.

Deploy to App Engine

• Open your Cloud Shell by clicking here.
• Set your project.

  gcloud config set project [PROJECT_ID]

• Clone this repository by the below command and go to the AuthenticationAPI directory.

  git clone https://github.com/ornaman-dev/Bangkit-CloudComputing.git
  cd Bangkit-CloudComputing/AuthenticationAPI/

• In the directory open file .env.example and edit it.

  nano .env.example

• Insert your database instance auth.
• Rename the file from .env.example to .env.
• Check your Public IP address by going to your instance and looking up Connect to this instance.
• Download the database configuration by visiting this file.
• Upload the file to Google Cloud Storage.
• In the Cloud SQL import the database by hitting the IMPORT button.
• Browse your file and remain the file format as SQL then hits IMPORT.
• Deploy the API by running the command below on your cloud shell tab.

  gcloud app deploy

• Type Y hit Enter and select your region.
• Wait until it is deployed.