[PERF] Enable Predicates in Parquet Reader

[samster25]

• Enables Predicate During Parquet reads
• Prunes out row groups that are not needed by predicate
• Refactor Pushdown struct to use single Expression
• Threads PushDown Predicate to read parquet

Future Work:

• Enable Predicate Pushdowns into Scan
• Speed Up When a ScanTask has both a predicate and a limit. Currently we pull the whole file in and then perform a head.

[codecov]

Codecov Report

Merging #1702 (ddbb050) into main (9693c6a) will not change coverage.
The diff coverage is n/a.

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #1702   +/-   ##
=======================================
  Coverage   85.04%   85.04%           
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  Files          55       55           
  Lines        5391     5391           
=======================================
  Hits         4585     4585           
  Misses        806      806           

Files	Coverage Δ
daft/table/micropartition.py	89.74% <ø> (ø)
daft/table/table.py	84.22% <ø> (ø)