Slow Dataset Query Updates

[phixMe]

Problem

These queries were slow for Marquez instances with many datasets, dataset versions, and facets.

Solution

These queries were slow for Marquez instances with many datasets, dataset versions, and facets.

One-line summary: Scopes down nested facet queries to be the same scope as the outer query.

Checklist

• You've signed-off your work
• Your changes are accompanied by tests (if relevant)
• Your change contains a small diff and is self-contained
• You've updated any relevant documentation (if relevant)
• You've included a one-line summary of your change for the CHANGELOG.md (Depending on the change, this may not be necessary).
• You've versioned your .sql database schema migration according to Flyway's naming convention (if relevant)
• You've included a header in any source code files (if relevant)

[codecov]

Codecov Report

Merging #2534 (15aef67) into main (e99ebc9) will not change coverage.
The diff coverage is n/a.

@@            Coverage Diff            @@
##               main    #2534   +/-   ##
=========================================
  Coverage     83.86%   83.86%           
  Complexity     1245     1245           
=========================================
  Files           238      238           
  Lines          5657     5657           
  Branches        271      271           
=========================================
  Hits           4744     4744           
  Misses          769      769           
  Partials        144      144           

Impacted Files	Coverage Δ
api/src/main/java/marquez/db/DatasetDao.java	98.64% <ø> (ø)

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[wslulciuc]

@phixMe, great work on identifying ways to optimize our dataset query! But, mind adding a query plan, or analysis of the query before and after? I agree with the changes, but also think an analysis would be helpful to better understand the change.

[wslulciuc]

We discussed offline, these changes look great! Thanks for the perf improvements 💯