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The cloud is wonderful but expensive. Spot/preemptible instances offer dramatic cost savings, but using them well requires considerable nuance... 

Coiled deploys Dask clusters in the cloud. We do this using raw cloud APIs rather than with Kubernetes...

This blog explains how to perform a spatial join in Python. Knowing how to perform a spatial join is an important asset in your data-processing toolkit: it enables you to join two datasets based on spatial predicates. For example, you can join a point-based dataset with a polygon-based dataset based on whether the points fall within the polygon.