Hello @Harry Leboeuf ,
Thanks for the question and using MS Q&A platform.
One quick option to use the ADF API and it does give all the data you are looking for.
Activity Runs - Query By Pipeline Run
Sample output :
Please accept as "Yes" if the answer provided is useful , so that you can help others in the community looking for remediation for similar issues.