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Section Navigation

Overview

  • Home
  • Why Coiled?
  • Get Started
    • AWS
      • Automatic Setup
      • Reference
        • Manual Setup
        • Bring Your Own Network
        • Configure Firewalls
        • Limit Coiled’s Access to AWS Resources
        • Tracking AWS resources
    • GCP
      • Automatic Setup
      • Reference
        • Manual Setup
        • Bring Your Own Network
        • Configure Firewalls
    • Azure
      • Automatic Setup
      • Known Limitations
    • Need a cloud provider account?
    • Reference
      • Bring Your Own Network
      • Configure Firewalls
      • Network Architecture
      • API Tokens

Use Cases

  • DataFrames
    • Example: TPC-H Benchmarks
    • Example: Exploratory Analysis
    • Example: Production ETL
    • Example: DuckDB
    • Example: Polars
    • Example: Visualize 1,000,000,000 Points
  • Machine Learning
    • Example: GPU Scripts
    • Example: XGBoost
    • Example: Hyperparameter Optimization
    • Example: PyTorch
    • Example: Experiment Tracking
  • Geospatial
    • Example: Xarray
    • Example: 250 TB for $25
    • Example: Churn through S3 files
    • Example: Regularly Scheduled Jobs
  • General Python
    • Example: Hello World
    • Example: Estimate Pi
    • Example: Churn through S3 files
    • Example: How Popular is Matplotlib?

User Interfaces

  • Dask Clusters
  • Serverless Functions
  • Batch Jobs
    • Example: Non-Python jobs
    • Example: GPU PyTorch
  • Jupyter Notebooks
  • Prefect
  • Interactive CLI Jobs
  • Other Integrations

How do I ...

  • Manage Hardware
    • VM Size and Type
    • Software Environment
    • Region
    • ARM
    • GPUs
    • Scale
    • API
    • Reference
      • Environment Variables
      • Reuse
      • Single-Threaded Workers
      • Worker and Scheduler Options
      • Idle Shutdown
  • Manage Software
    • Package Sync (default)
      • Best Practices
      • Advanced Usage
      • Limitations
      • Compatibility
      • Production Use
    • Manual Software Environments
    • Docker
  • Manage Users
  • Manage Costs
    • Spot Instances
    • ARM
    • Idle Shutdown
    • Tags
  • Get Help

Comparisons

  • Coiled vs ...
  • Dask Deployment
  • Dask vs Spark
  • Serverless

Reference

  • API
  • Best Practices
  • Access Remote Data
  • Troubleshooting
    • Logging
    • Performance Reports
    • How to SSH into your cluster
    • Memory Pressure on Dask Clusters
    • Scheduler Running Out of Memory
    • Automatic Shutdown
  • Release Notes
    • Coiled Cloud Release Notes
    • Coiled Client Release Notes
  • Configuration
  • Data Privacy
  • Pricing
  • Build vs Buy
  • Security
  • FAQ

Reference#

  • Bring Your Own Network
  • Configure Firewalls
  • Network Architecture
  • API Tokens

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