[FIX] Respect parent classes in revert helpers

codeflash/context/unused_definition_remover.py

@@ -612,6 +612,34 @@ def _analyze_imports_in_optimized_code(
     return dict(imported_names_map)
 
 
+def find_target_node(
+    root: ast.AST, function_to_optimize: FunctionToOptimize
+) -> Optional[ast.FunctionDef | ast.AsyncFunctionDef]:
+    parents = function_to_optimize.parents
+    node = root
+    for parent in parents:
+        # Fast loop: directly look for the matching ClassDef in node.body
+        body = getattr(node, "body", None)
+        if not body:
+            return None
+        for child in body:
+            if isinstance(child, ast.ClassDef) and child.name == parent.name:
+                node = child
+                break
+        else:
+            return None
+
+    # Now node is either the root or the target parent class; look for function
+    body = getattr(node, "body", None)
+    if not body:
+        return None
+    target_name = function_to_optimize.function_name
+    for child in body:
+        if isinstance(child, (ast.FunctionDef, ast.AsyncFunctionDef)) and child.name == target_name:
+            return child
+    return None
+
+
 def detect_unused_helper_functions(
     function_to_optimize: FunctionToOptimize,
     code_context: CodeOptimizationContext,
@@ -641,11 +669,7 @@ def detect_unused_helper_functions(
         optimized_ast = ast.parse(optimized_code)
 
         # Find the optimized entrypoint function
-        entrypoint_function_ast = None
-        for node in ast.walk(optimized_ast):
-            if isinstance(node, ast.FunctionDef) and node.name == function_to_optimize.function_name:
-                entrypoint_function_ast = node
-                break
+        entrypoint_function_ast = find_target_node(optimized_ast, function_to_optimize)
 
         if not entrypoint_function_ast:
             logger.debug(f"Could not find entrypoint function {function_to_optimize.function_name} in optimized code")

tests/test_unused_helper_revert.py

@@ -6,7 +6,7 @@
 import pytest
 from codeflash.context.unused_definition_remover import detect_unused_helper_functions
 from codeflash.discovery.functions_to_optimize import FunctionToOptimize
-from codeflash.models.models import CodeStringsMarkdown
+from codeflash.models.models import CodeStringsMarkdown, FunctionParent
 from codeflash.optimization.function_optimizer import FunctionOptimizer
 from codeflash.verification.verification_utils import TestConfig
 
@@ -1460,3 +1460,152 @@ def calculate_class(cls, n):
         import shutil
 
         shutil.rmtree(temp_dir, ignore_errors=True)
+
+
+def test_unused_helper_detection_with_duplicated_function_name_in_different_classes():
+    """Test detection when helpers are called via module.function style."""
+    temp_dir = Path(tempfile.mkdtemp())
+
+    try:
+        # Main file
+        main_file = temp_dir / "main.py"
+        main_file.write_text("""from __future__ import annotations
+import json
+from helpers import replace_quotes_with_backticks, simplify_worktree_paths
+from dataclasses import asdict, dataclass
+
+@dataclass
+class LspMessage:
+
+    def serialize(self) -> str:
+        data = self._loop_through(asdict(self))
+        # Important: keep type as the first key, for making it easy and fast for the client to know if this is a lsp message before parsing it
+        ordered = {"type": self.type(), **data}
+        return (
+            message_delimiter
+            + json.dumps(ordered)
+            + message_delimiter
+        )
+
+
+@dataclass
+class LspMarkdownMessage(LspMessage):
+
+    def serialize(self) -> str:
+        self.markdown = simplify_worktree_paths(self.markdown)
+        self.markdown = replace_quotes_with_backticks(self.markdown)
+        return super().serialize()
+""")
+
+        # Helpers file
+        helpers_file = temp_dir / "helpers.py"
+        helpers_file.write_text("""def simplify_worktree_paths(msg: str, highlight: bool = True) -> str:  # noqa: FBT001, FBT002
+    path_in_msg = worktree_path_regex.search(msg)
+    if path_in_msg:
+        last_part_of_path = path_in_msg.group(0).split("/")[-1]
+        if highlight:
+            last_part_of_path = f"`{last_part_of_path}`"
+        return msg.replace(path_in_msg.group(0), last_part_of_path)
+    return msg
+
+
+def replace_quotes_with_backticks(text: str) -> str:
+    # double-quoted strings
+    text = _double_quote_pat.sub(r"`\1`", text)
+    # single-quoted strings
+    return _single_quote_pat.sub(r"`\1`", text)
+""")
+
+        # Optimized version that only uses add_numbers
+        optimized_code = """
+```python:main.py
+from __future__ import annotations
+
+import json
+from dataclasses import asdict, dataclass
+
+from codeflash.lsp.helpers import (replace_quotes_with_backticks,
+                                   simplify_worktree_paths)
+
+
+@dataclass
+class LspMessage:
+
+    def serialize(self) -> str:
+        # Use local variable to minimize lookup costs and avoid unnecessary dictionary unpacking
+        data = self._loop_through(asdict(self))
+        msg_type = self.type()
+        ordered = {'type': msg_type}
+        ordered.update(data)
+        return (
+            message_delimiter
+            + json.dumps(ordered)
+            + message_delimiter  # \u241F is the message delimiter becuase it can be more than one message sent over the same message, so we need something to separate each message
+        )
+
+@dataclass
+class LspMarkdownMessage(LspMessage):
+
+    def serialize(self) -> str:
+        # Side effect required, must preserve for behavioral correctness
+        self.markdown = simplify_worktree_paths(self.markdown)
+        self.markdown = replace_quotes_with_backticks(self.markdown)
+        return super().serialize()
+```
+```python:helpers.py
+def simplify_worktree_paths(msg: str, highlight: bool = True) -> str:  # noqa: FBT001, FBT002
+    m = worktree_path_regex.search(msg)
+    if m:
+        # More efficient way to get last path part
+        last_part_of_path = m.group(0).rpartition('/')[-1]
+        if highlight:
+            last_part_of_path = f"`{last_part_of_path}`"
+        return msg.replace(m.group(0), last_part_of_path)
+    return msg
+
+def replace_quotes_with_backticks(text: str) -> str:
+    # Efficient string substitution, reduces intermediate string allocations
+    return _single_quote_pat.sub(
+        r"`\1`",
+        _double_quote_pat.sub(r"`\1`", text),
+    )
+```
+"""
+
+        # Create test config
+        test_cfg = TestConfig(
+            tests_root=temp_dir / "tests",
+            tests_project_rootdir=temp_dir,
+            project_root_path=temp_dir,
+            test_framework="pytest",
+            pytest_cmd="pytest",
+        )
+
+        # Create FunctionToOptimize instance
+        function_to_optimize = FunctionToOptimize(
+            file_path=main_file, function_name="serialize", qualified_name="serialize", parents=[
+                FunctionParent(name="LspMarkdownMessage", type="ClassDef"),
+            ]
+        )
+
+        optimizer = FunctionOptimizer(
+            function_to_optimize=function_to_optimize,
+            test_cfg=test_cfg,
+            function_to_optimize_source_code=main_file.read_text(),
+        )
+
+        ctx_result = optimizer.get_code_optimization_context()
+        assert ctx_result.is_successful(), f"Failed to get context: {ctx_result.failure()}"
+
+        code_context = ctx_result.unwrap()
+
+        unused_helpers = detect_unused_helper_functions(optimizer.function_to_optimize, code_context, CodeStringsMarkdown.parse_markdown_code(optimized_code))
+
+        unused_names = {uh.qualified_name for uh in unused_helpers}
+        assert len(unused_names) == 0 # no unused helpers
+
+    finally:
+        # Cleanup
+        import shutil
+
+        shutil.rmtree(temp_dir, ignore_errors=True)