GWaste: Get to know your Waste

Waste Cloud Logbook

Contents

• Gwaste Architecture
• Cloud Storage
• AI Platform
• App Engine

Gwaste Architecture

Cloud Storage

In our project we use Cloud Shell to create two buckets:

1. To create the first bucket:

   $ gsutil mb gs://[OUR-PROJECT-ID]

2. The second bucket:

   $ gsutil mb gs://[OUR-PROJECT-ID]-tf2-models

AI Platform

We use AI Platform (Models) to deploy our model in GCP.

The steps to deploy the model to the AI Platform is:

1. Click Navigation Menu -> AI Platform
2. Select Models
3. Click [+] New Models button.
4. Fill the name model as 'waste', then select the region, after that click Create
5. Return to Models menu, click 'waste' model.
6. Click [+] New Version button.
7. Fill the version name as 'v1', and fill the Pre-built container settings with:
8. Click Save and wait until versioning done.

App Engine

With App Engine (Standard) we deploy the web version of our product.

The steps to deploy is:

1. Open Cloud Shell, then type commands below:

   $ mkdir wep-app
   $ cd wep-app
   $ git clone https://github.com/HiWaste/web-app.git
   $ cd wep-app

2. Create two files: app.yaml and main.py, using commands:

   $ sudo touch app.yaml
   $ sudo touch main.py

   Fill the app.yaml with this and main.py with this.

3. In root project:

   $ cd hiwaste_web
   $ sudo vim settings.py

4. In settings.py, search ALLOWED_HOST = [], then chage as:

   ALLOWED_HOST = ["*"]

   Save settings.py.

5. Return to root project:

   $ cd ..

6. Test the web before deploy, with steps:

   $ virtualenv env
   $ source env/bin/activate
   $ pip install -r requirements.txt
   

   Wait until the dependencies is installed, then type:

   $ python3 manage.py runserver

   Click web preview on Cloud Shell, change port with: 8000, then click Change and Preview. If the web running as well it's time to deploy!

7. Deploy time!

   Press Ctrl + C to stop web preview and then type:

   $ gcloud app deploy

   And select the region and wait until done.

8. Result: https://cosmic-quarter-312712.et.r.appspot.com/product/3

Acknowledgements

• Bangkit
• GWaste