Dask on Single Machine with Coiled скачать в хорошем качестве

Dask on Single Machine with Coiled

Dask lets you parallelize Python across hundreds of machines, but more commonly, you just need one. And it's simpler too. This video considers the case where you want a single machine running in the cloud so that you can have the simplicity of a single machine, but still be close to cloud-based data. We often see people set up a single long-running VM in the cloud. This video gives a couple of alternatives using Coiled: 1. Single-worker clusters with synchronized software to your local machine 2. Notebooks with synchronized software and files to your local machine More related content: Coiled Notebooks: easily launch Jupyter servers in the cloud from your local machine.   / coiled-notebooks   Key Moments 00:00 Intro 00:37 LocalCluster 02:03 VM in the cloud 03:05 Coiled with single-worker 05:37 Notebook service 06:11 Coiled ephemeral notebooks 09:40 Summary --- Scale Your Python Workloads with Dask and Coiled. Coiled is a Dask company. With Coiled's rock-solid infrastructure, you can quickly and securely create Dask clusters in your cloud account. Learn more about Coiled and get started for free https://coiled.io/start More content on our blog: https://coiled.io/blog