feat: Filter Parquet pages with ParquetColumnExpr

[coastalwhite]

This PR adds a ParquetColumnExpr which allows predicate filtering while reading Parquet pages. While this is currently implemented with many limitations, this can eventually allow for way more granular filtering of items without having to traverse all pages. This is especially beneficial for equality predicates and predicates over dictionary encoded pages. Another nice side effect is that it should massively reduce the memory consumption for strict queries.

At the moment, this is only triggered if there is a single binary expression with a column on one side and a scalar on the other side.

It can be enabled with by setting the environment variable POLARS_PARQUET_EXPR=1.

[codecov]

Codecov Report

Attention: Patch coverage is 27.80775% with 1472 lines in your changes missing coverage. Please review.

Project coverage is 79.28%. Comparing base (7ccb3ae) to head (1fecfdc).
Report is 26 commits behind head on main.

Files with missing lines	Patch %	Lines
...w/read/deserialize/dictionary_encoded/predicate.rs	0.00%	206 Missing ⚠️
...-parquet/src/arrow/read/deserialize/binview/mod.rs	18.51%	110 Missing ⚠️
crates/polars-io/src/predicates.rs	0.00%	100 Missing ⚠️
...et/src/arrow/read/deserialize/binview/predicate.rs	0.00%	83 Missing ⚠️
...rs-parquet/src/arrow/read/deserialize/utils/mod.rs	34.71%	79 Missing ⚠️
...olars-parquet/src/arrow/read/deserialize/simple.rs	53.65%	76 Missing ⚠️
...et/src/arrow/read/deserialize/fixed_size_binary.rs	25.74%	75 Missing ⚠️
crates/polars-io/src/parquet/read/read_impl.rs	52.90%	73 Missing ⚠️
crates/polars-parquet/src/arrow/read/expr.rs	0.00%	63 Missing ⚠️
.../src/arrow/read/deserialize/primitive/plain/mod.rs	40.40%	59 Missing ⚠️
... and 36 more

Additional details and impacted files

@@            Coverage Diff             @@
##             main   #20714      +/-   ##
==========================================
- Coverage   79.73%   79.28%   -0.45%     
==========================================
  Files        1566     1578      +12     
  Lines      222591   224249    +1658     
  Branches     2572     2573       +1     
==========================================
+ Hits       177473   177799     +326     
- Misses      44526    45858    +1332     
  Partials      592      592              

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