Use Cases

In this section we collect code snippets and best practices for the optimal use of some UCloud applications.

Contents

• Setting Up Conda on UCloud
  • Initializing Conda Environment
• Using Conda in RStudio
• Using Conda in Coder
• Setting Up uv on UCloud
  • Installing uv
  • Installing and Managing Python
  • Creating an Environment
  • Using the Environment
  • Python Environment Detection
  • Running a Python Script
• Using uv in JupyterLab
  • Automated Setup
• Using uv in RStudio
  • Automated Setup
• Initialization: PyPI Packages
• Initialization: Bash Script
• Initialization: Conda Packages
• Access Jobs with SSH
  • Software Requirements
  • Access Existing SSH Keys
  • Generate a New SSH Key Pair
  • Connecting to Jobs with SSH
• Periodic Backups
  • Introduction to Restic
  • Setting up Restic
  • Alternative Backup Solutions
• NGINX Integration Patterns
  • Real-Time Data Streaming with Node.js
  • Key-Value Store Using Node.js and Redis
  • REST API for PostgreSQL with Node.js
  • MongoDB Data Management with Node.js
  • Change Data Capture System
  • Scalable Data Architecture from Streaming to Visualization
• Triton Hands-On Tutorials
  • Deploying an Image Classifier on UCloud
  • Serving a Large Language Model on UCloud
• Airflow Workflow Automation
  • Airflow Basics
  • Airflow Connections: Integration with Spark
  • Airflow's Celery Executor: Distributed Task Execution
• MLflow Tracking Setup
  • Setup
  • Python Experiment