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Section Navigation
Overview
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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
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)
Advanced Usage
Best Practices
Limitations
Compatibility
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
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Bring Your Own Network
Configure Firewalls
Network Architecture
API Tokens