High-Level Interface

[willow-ahrens]

fixes https://github.com/willow-ahrens/Finch.jl/issues/377 fixes #228 fixes https://github.com/willow-ahrens/Finch.jl/issues/448

• [x] Add a query language and basic interpreter to support high-level functions
• [x] Add a lazy query fusion interface
• [x] Reimplement more julia functions like broadcast and reduce using the query language
• [x] Add an intercept point for generic finch query optimization.
• [x] Tests and Docs

[codecov[bot]]

Codecov Report

Attention: Patch coverage is 64.60606% with 292 lines in your changes are missing coverage. Please review.

Project coverage is 75.98%. Comparing base (e6544d8) to head (d41da4d).

Files	Patch %	Lines
src/interface/lazy.jl	58.41%	84 Missing :warning:
src/FinchLogic/nodes.jl	50.30%	82 Missing :warning:
src/interface/traits.jl	57.36%	81 Missing :warning:
src/interface/compute.jl	83.42%	29 Missing :warning:
src/interface/eager.jl	78.12%	14 Missing :warning:
src/interface/fsparse.jl	0.00%	1 Missing :warning:
src/symbolic/simplify_program.jl	50.00%	1 Missing :warning:

Additional details and impacted files

```diff @@ Coverage Diff @@ ## main #389 +/- ## ========================================== - Coverage 76.87% 75.98% -0.90% ========================================== Files 89 92 +3 Lines 8308 8790 +482 ========================================== + Hits 6387 6679 +292 - Misses 1921 2111 +190 ```

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