fix: add pagination to job_collector task

[ClaudioMascaro]

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Summary

Add pagination in github_graphql job collector task.

Does this close any open issues?

Closes #8028

Screenshots

We needed to extract data from a large and complex repository, which has over 30000 workflow runs, and some of that can have more than 200 job runs.

Whenever the Collect Job task started, It simply wouldn't finish the query in time, entering in the retry flow:

we have tried to reduce api timeout, but it would only increase the number of unsuccessful retries:

So, after implementing the solution, it would solve our case, and after 17 hours, it was able to collect all data:

(don't mind the log I added locally to debug)

as for comparison purposes, we have extracted data from a much less complex repository, which before the implementation, took the following time:

and, after bringing off the solution (of course, rerunning in hard refresh mode), there was no change in pipeline overall time:

Other Information

Any other information that is important to this PR.

[klesh]

Thank you for your contribution!

Have you had a chance to test the code? If so, it would be great if you could share some screenshots to help us review. Thank you!

[ClaudioMascaro]

Hey @klesh

After some testing, I have brought a final solution. All the evidence is in the PR description. Thanks

[klesh]

LGTM, thanks for your contribution.
Would you like to submit another PR to the release-v1.0 branch so it can be released to the community sooner?

[ClaudioMascaro]

@klesh Sure, here it is: #8240 🙌