Generating C executable that accesses the shared object file without Python

[tzunghanjuang]

Context:

• Add debug.compiler_functions.compile_cmain to compiler a c main wrapper into an executable.
• Support multi-dimensional arrays in c generation.

Changes

• compile_cmain(fn: QJIT, *args) -> str, str takes a qjit decorated function and arguments for that function. It returns the path to the output binary file.

@qjit
def f(x):
    y = x*x
    debug.print_memref(y)
    return y
f(5)
>>> MemRef: base@ = 0x64fc9dd5ffc0 rank = 0 offset = 0 sizes = [] strides = [] data =
25
25

binary = compile_executable(f, 1)
result = subprocess.run(binary, capture_output=True, text=True, check=True)
result.stdout
>>> MemRef: base@ = 0x5df35987b780 rank = 0 offset = 0 sizes = [] strides = [] data =
25

• Patch MacOS dylib broken dependencies caused by /DLC paths. Reference
• Patch inconsistent MacOS Python dylib rpath.

Related GitHub Issues:
[sc-67088]
[sc-70777]

[codecov]

Codecov Report

Attention: Patch coverage is 97.05882% with 2 lines in your changes missing coverage. Please review.

Project coverage is 97.88%. Comparing base (565222e) to head (d440c66).
Report is 7 commits behind head on main.

Files	Patch %	Lines
frontend/catalyst/debug/compiler_functions.py	95.23%	0 Missing and 2 partials ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #1003      +/-   ##
==========================================
- Coverage   97.88%   97.88%   -0.01%     
==========================================
  Files          75       75              
  Lines       10704    10758      +54     
  Branches     1236     1244       +8     
==========================================
+ Hits        10478    10530      +52     
  Misses        177      177              
- Partials       49       51       +2     

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[dime10]

Nice work 🎉