[FEATURE] add min_hash alternate hashers

[andrewgazelka]

Likely also increases performance due to removing heap alloc in some places.

[codspeed-hq]

CodSpeed Performance Report

Merging #3052 will not alter performance

_{Comparing andrew/hash (f2d9ad4) with main (975c09e)}

Summary

✅ 17 untouched benchmarks

[codecov]

Codecov Report

Attention: Patch coverage is 97.38407% with 22 lines in your changes missing coverage. Please review.

Project coverage is 78.88%. Comparing base (975c09e) to head (f2d9ad4).
Report is 2 commits behind head on main.

Files with missing lines	Patch %	Lines
src/daft-hash/src/lib.rs	75.00%	7 Missing ⚠️
src/daft-minhash/src/tests.rs	98.03%	7 Missing ⚠️
src/daft-minhash/src/lib.rs	97.67%	3 Missing ⚠️
src/daft-functions/src/minhash.rs	92.59%	2 Missing ⚠️
daft/series.py	75.00%	1 Missing ⚠️
src/daft-core/src/python/series.rs	95.00%	1 Missing ⚠️
src/daft-sql/src/modules/hashing.rs	96.00%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #3052      +/-   ##
==========================================
+ Coverage   78.73%   78.88%   +0.15%     
==========================================
  Files         621      624       +3     
  Lines       75193    75847     +654     
==========================================
+ Hits        59205    59834     +629     
- Misses      15988    16013      +25     

Files with missing lines	Coverage Δ
daft/expressions/expressions.py	93.60% <100.00%> (+0.01%)	⬆️
src/daft-core/src/array/ops/minhash.rs	94.93% <100.00%> (+3.44%)	⬆️
src/daft-core/src/series/ops/minhash.rs	76.47% <100.00%> (+12.83%)	⬆️
src/daft-minhash/src/windowed.rs	100.00% <100.00%> (ø)
daft/series.py	89.72% <75.00%> (-0.11%)	⬇️
src/daft-core/src/python/series.rs	94.67% <95.00%> (-0.05%)	⬇️
src/daft-sql/src/modules/hashing.rs	96.55% <96.00%> (-0.42%)	⬇️
src/daft-functions/src/minhash.rs	75.86% <92.59%> (+7.68%)	⬆️
src/daft-minhash/src/lib.rs	97.67% <97.67%> (ø)
src/daft-hash/src/lib.rs	75.00% <75.00%> (ø)
... and 1 more

... and 3 files with indirect coverage changes

[universalmind303]

we need to make sure the sql function is also updated

[universalmind303]

LGTM

[samster25]

Great work!