Coiled Clusters and Environments
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Coiled cluster launch
Connect local Python to cloud Dask workers.
Coiled Cluster Launch
Coiled clusters let teams run familiar Python on cloud Dask workers. The practical decisions are region, hardware, worker count, software, and shutdown behavior.
Minimal launch
import coiled
cluster = coiled.Cluster(
n_workers=20,
region="us-west-2",
)
client = cluster.get_client()
Launch checklist
- Run near the data.
- Pick VM memory for partition or chunk size.
- Name the owner and workload.
- Make idle shutdown explicit.
Good default
Start small, inspect the dashboard, and scale based on measured bottlenecks.
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Coiled cluster launch
Cluster launch