[Keep open as reminder] fix missing tag problem in resume #1774
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We will use client to copy previous tags from original run to new run.
We do not want to use data store because tags may be mutable by client whileas data store is more of a append only store.
Edit April 8: We are hesitant about merging this PR directly because it is not 100% certain whether users want all the user tags re-populate in a resume. Currently, the behavior will remain the same, and user tags will not inherit from old runs. Should we see more cases or complaints about the missing tags, we can re-discuss the issue and add this change in.