Dashboards for Dask

Metabase makes it easy for everyone to build a dashboard for Dask.

What’s a Dask dashboard?

A dashboard for monitoring machine learning and data science workflows using the Dask Python library.

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Why build a dashboard for Dask?

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Everything in one place

Get everyone on the same page by collecting your most important metrics into a single view.

Sales per source graph

Share your perspective

Take your data wherever it needs to go by embedding it in your internal wikis, websites, and content.

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Unlock exploration

Empower your team to measure their own progress and explore new paths to achieve their goals.

What should I track on my dashboard for Dask?

Every team is different, but sometimes it helps to start with some examples. Here are our top 8 Dask metrics to start tracking on your dashboards.

Top 8 Dask monitoring metrics

  • Objects collected during GC
  • Number of workers connected
  • Number of clients connected
  • Number of tasks at worker
  • Number of worker threads
  • Latency of worker connection
  • Bandwidth for transfer
  • Task runtime at worker

How to use Metabase to build Dask dashboards

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Step 1.
Skip the custom quote

That's right, no sales calls necessary—just sign up, and get running in under 5 minutes.

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Step 2.
Plugin your database

We connect to the most popular production databases and data warehouses.

dashboard example

Step 3.
Build your dashboards

Invite your team and start building dashboards—no SQL required.

Get started with Metabase

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  • Free, no-commitment trial
  • Easy for everyone—no SQL required
  • Up and running in 5 minutes