pr comments

Signed-off-by: Mark Halka <mark.halka2001@gmail.com>

Author: markhalka

README.md

@@ -16,14 +16,6 @@ A compilation framework that transforms Python functions into native C-callable
 - **Extensible type resolution** — register custom types that map Python syntax to numba-compatible lowering 
 - **Plugin architecture** — all domain-specific behavior (input handlers, output handlers, AST transforms, type inference) is injected through registration APIs
 
-```python
-@numba_node
-def ema(x: Signal[float], alpha: float) -> Signal[float]:
-    s: State[float] = 0.0                    # persistent state, initialized once
-    s = alpha * x + (1.0 - alpha) * s        # natural Python syntax
-    return s                                  # compiled to native code
-```
-
 The distribution is published as `numba-cfunc-compiler` and imported in Python as `numba_cfunc_compiler`.
 
 ## Installation

numba_cfunc_compiler/post_compilation.py

@@ -1,3 +1,4 @@
+import logging
 import re
 from dataclasses import dataclass
 from typing import Any
@@ -8,6 +9,8 @@
     "link_ffi_bitcode",
 ]
 
+log = logging.getLogger("numba_cfunc_compiler")
+
 
 @dataclass(frozen=True)
 class CompilationOptions:
@@ -105,6 +108,6 @@ def link_ffi_bitcode(module: Any, bitcode: bytes) -> Any:
         module.verify()
 
     except Exception as e:
-        print(f"Failed to link FFI bitcode for inlining (falling back to external calls): {e}")
+        log.warning(f"Failed to link FFI bitcode for inlining (falling back to external calls): {e}")
 
     return module

numba_cfunc_compiler/utils/ast.py

@@ -1,4 +1,5 @@
 import ast
+import logging
 from typing import List, Union
 
 from llvmlite import ir
@@ -16,12 +17,14 @@
     "AST",
 ]
 
+log = logging.getLogger("numba_cfunc_compiler")
+
 
 def print_ast(value) -> None:
     ast.fix_missing_locations(value)
     tree = ast.parse(value)
     src = ast.unparse(tree)
-    print(src)
+    log.info(src)
 
 
 def add_statement_to_list(node_list: List[ast.stmt], node: Union[ast.stmt, List[ast.stmt], None]) -> None: