dask / dask/distributed

Fine performance metrics: fancy charts in Jupyter

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Description

- Part of #7665
- Blocked by #7666
- Blocked by #7667

Automatically generate and display pie charts in the Jupyter Notebook at the exit of `get_run_metrics()` (see #7667), more or less as shown in https://gist.github.com/crusaderky/a97f870c51260e63a1c14c20b762f666

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