Boostcamp CV Serving For Python

Overview

Boostcamp-CV-Serving

Prerequisites

  • MySQL
  • GCP Cloud Storage
    • GCP key file
  • Sentry
  • Streamlit Cloud
  • Secrets: .streamlit/secrets.toml
      #DO NOT SHARE THIS INFORMATION!!!!
      [mysql]
      host = <YOUR_HOST>
      port = 3306
      database = <YOUR_DATABASE>
      user = <YOUR_USER>
      password = <YOUR_PASSWORD>
    
      [gcp]
      project_id = <YOUR_PROJECT_ID>
      private_key_id = <YOUR_PROJECT_KEY>
      private_key = <YOUR_PRIVATE_KEY>
      client_email = <YOUR_CLIENT_EMAIL>
      client_id = <YOUR_CLIENT_ID>
      bucket = <YOUR_BUCKET>
    
      [sentry]
      sentry_url = <YOUR_SENTRY_URL>
    

Installation

Local Environmnet

  1. Add secrets.toml into .streamlit folder with the above information.
  2. Initialize Database
    1. python init_database.py
  3. Run following commands
    pip install -r requirements.txt
    streamlit run main.py
    

Streamlit Cloud Environment

  1. Sign up for https://streamlit.io/cloud using Github account.
  2. Click Deploy app.
  3. Choose Github repository and main python file.
  4. Copy and Paste the secrets by clicking the advanced setting button.
  5. Deploy
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