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    • Setting Up Conda on UCloud
    • Using Conda in RStudio
    • Using Conda in Coder
    • Setting Up uv on UCloud
    • Using uv in JupyterLab
    • Using uv in RStudio
    • Initialization: PyPI Packages
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  1. Docs
  2. Use Cases

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
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