Adds PartiqlShapeBuilder with NodeId generation for the StaticType

[am357]

Description of changes:

This PR

• adds NodeId to StaticType; this is to be able to use the id as a reference to add additional data to the types out of band.
• makes AutoNodeIdGenerator thread-safe
• adds PartiqlShapeBuilder and moves some PartiqlShape APIs to it; this is to be able to generate unique NodeIds for a PartiqlShape that includes static types that themselves can include other static types.
• adds a static thread safe shape_builder function that provides a convenient way for using PartiqlShapeBuilder for creating new shapes.
• prepends existing type macros with type such as type_int! to make macro names more friendly.
• removes const PartiQL types under partiql-types in favor of PartiqlShapeBuilder.

The majority of the diffs are related to the macro renames or replacement with the previous const types. The main change is in partiql-types/src/lib.rs file.

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

[codecov]

Codecov Report

Attention: Patch coverage is 75.31172% with 99 lines in your changes missing coverage. Please review.

Project coverage is 80.98%. Comparing base (e5b8ce7) to head (74c3f67).
Report is 1 commits behind head on main.

Files	Patch %	Lines
partiql-types/src/lib.rs	64.53%	72 Missing ⚠️
partiql-logical-planner/src/typer.rs	82.41%	16 Missing ⚠️
extension/partiql-extension-ddl/src/ddl.rs	72.41%	5 Missing and 3 partials ⚠️
partiql-eval/src/eval/expr/operators.rs	93.54%	2 Missing ⚠️
partiql-eval/src/eval/expr/pattern_match.rs	80.00%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #485      +/-   ##
==========================================
- Coverage   81.00%   80.98%   -0.03%     
==========================================
  Files          69       69              
  Lines       18704    18796      +92     
  Branches    18704    18796      +92     
==========================================
+ Hits        15152    15221      +69     
- Misses       3110     3131      +21     
- Partials      442      444       +2     

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[github-actions]

Conformance comparison report

	Base (e5b8ce7)	3657ec5	+/-
% Passing	90.35%	90.35%	0.00%
✅ Passing	5731	5731	0
❌ Failing	612	612	0
🔶 Ignored	0	0	0
Total Tests	6343	6343	0

Number passing in both: 5731

Number failing in both: 612

Number passing in Base (e5b8ce7) but now fail: 0

Number failing in Base (e5b8ce7) but now pass: 0

[jpschorr]

PartiqlShapeBuilder.any_of:

    pub fn any_of<I>(&self, types: I) -> PartiqlShape
    where
        I: IntoIterator<Item = PartiqlShape>,
    {
        let any_of = AnyOf::from_iter(types);
        match any_of.types.len() {
            0 => type_dynamic!(),
            1 => {
                let AnyOf { types } = any_of;
                types.into_iter().next().unwrap()
            }
            // TODO figure out what does it mean for a Union to be nullable or not
            _ => PartiqlShape::AnyOf(any_of),
        }
    }

The AnyOf::from_iter(types) uses an IndexSet internally to deduplicate types, thus the match on any_of.types.len() could "flatten" AnyOfs that had duplicates. With the addition of IDs, this deduplication no longer happens...