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Fetch execution count per node for async run

Why

This will give users more accurate view of the graph of an async run by exposing the actual number of executions per node for async run without increasing the overall latency to render the page. Note that displaying the number of artifacts is much more expensive as it requires us to fetch events, which takes time that is not much different from fetching the whole data.

Testing

### Why
This will give users more accurate view of the graph of an async run by exposing the actual number of executions per node for async run without increasing the overall latency to render the page. Note that displaying the number of artifacts is much more expensive as it requires us to fetch events, which takes time that is not much different from fetching the whole data.

### Testing
* Screencast: https://screencast.googleplex.com/cast/NDk2Mjc1NDE0MTA5Mzg4OHw2MWRlOGVlYS0zZA

PiperOrigin-RevId: 708111788
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google-cla bot commented Dec 20, 2024

Thanks for your pull request! It looks like this may be your first contribution to a Google open source project. Before we can look at your pull request, you'll need to sign a Contributor License Agreement (CLA).

View this failed invocation of the CLA check for more information.

For the most up to date status, view the checks section at the bottom of the pull request.

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