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from pathlib import Path
from typing import Dict, List, Optional
from tree_sitter_languages import get_parser
LANGUAGE_BY_EXTENSION = {
".py": "python",
".js": "javascript",
".jsx": "javascript",
".ts": "typescript",
".tsx": "tsx",
".java": "java",
".go": "go",
".rs": "rust",
".c": "c",
".h": "c",
".cc": "cpp",
".cpp": "cpp",
".cxx": "cpp",
".hpp": "cpp",
".hh": "cpp",
}
# Node types that make a good standalone retrieval unit (function/method-sized).
SYMBOL_NODE_TYPES = {
"python": {"function_definition", "class_definition"},
"javascript": {
"function_declaration",
"class_declaration",
"method_definition",
"generator_function_declaration",
"lexical_declaration",
"variable_declaration",
},
"typescript": {
"function_declaration",
"class_declaration",
"method_definition",
"interface_declaration",
"type_alias_declaration",
"lexical_declaration",
"variable_statement",
},
"tsx": {
"function_declaration",
"class_declaration",
"method_definition",
"interface_declaration",
"type_alias_declaration",
"lexical_declaration",
"variable_statement",
},
"java": {
"class_declaration",
"method_declaration",
"interface_declaration",
"enum_declaration",
},
"go": {
"function_declaration",
"method_declaration",
"type_declaration",
},
"rust": {
"function_item",
"impl_item",
"struct_item",
"enum_item",
"trait_item",
},
"c": {
"function_definition",
"struct_specifier",
"enum_specifier",
"type_definition",
},
"cpp": {
"function_definition",
"class_specifier",
"struct_specifier",
"enum_specifier",
"namespace_definition",
"type_definition",
},
}
# Node types that are "containers": they hold nested members (methods, fields)
# that are themselves worth indexing as their own chunks. For these, we emit a
# compact *overview* chunk (signature + docstring + head-of-body + member
# list) instead of dumping the entire body into one chunk. Without this, a
# large class becomes a single multi-hundred-line chunk whose embedding is a
# blurry average of everything inside it (hurts hit rate for method-specific
# queries) and whose content is silently cut off by the ~1500 char preview
# used when the chunk is fed to the LLM (hurts faithfulness, since the method
# the user actually asked about may fall outside the truncated window).
CONTAINER_NODE_TYPES = {
"python": {"class_definition"},
"javascript": {"class_declaration"},
"typescript": {"class_declaration"},
"tsx": {"class_declaration"},
"java": {"class_declaration", "interface_declaration", "enum_declaration"},
"rust": {"impl_item", "trait_item"},
"cpp": {"class_specifier", "namespace_definition"},
}
IDENTIFIER_TYPES = {
"identifier",
"property_identifier",
"type_identifier",
"field_identifier",
}
MAX_OVERVIEW_BODY_LINES = 40
MAX_OVERVIEW_CHARS = 1200
MAX_MEMBERS_LISTED = 25
class CodeParser:
def __init__(self):
self.parsers = {}
def detect_language(self, file_path: str) -> str:
return LANGUAGE_BY_EXTENSION.get(Path(file_path).suffix.lower(), "text")
def _get_parser(self, language: str):
if language == "text":
return None
if language not in self.parsers:
self.parsers[language] = get_parser(language)
return self.parsers[language]
def chunk_file(self, file_path: str, repo_root: str) -> List[Dict]:
language = self.detect_language(file_path)
source = Path(file_path).read_text(encoding="utf-8", errors="ignore")
relative_path = str(Path(file_path).resolve().relative_to(Path(repo_root).resolve()))
if not source.strip():
return []
parser = self._get_parser(language)
if parser is None:
return self._fallback_chunks(source, relative_path, language)
tree = parser.parse(bytes(source, "utf-8"))
lines = source.splitlines()
chunks = []
capture_types = SYMBOL_NODE_TYPES.get(language, set())
container_types = CONTAINER_NODE_TYPES.get(language, set())
def visit(node, context_name: Optional[str] = None):
if node.type in capture_types:
if node.type in container_types:
overview = self._build_container_overview(
node, source, lines, relative_path, language, context_name, capture_types
)
if overview:
chunks.append(overview)
own_name = self._extract_own_name(node, source)
nested_context = own_name
if context_name and own_name:
nested_context = f"{context_name}.{own_name}"
elif context_name and not own_name:
nested_context = context_name
for child in node.children:
visit(child, nested_context)
return
chunk = self._build_chunk(node, source, lines, relative_path, language, context_name)
if chunk:
chunks.append(chunk)
return
for child in node.children:
visit(child, context_name)
visit(tree.root_node)
if not chunks:
chunks = self._fallback_chunks(source, relative_path, language)
file_overview = self._build_file_overview(
tree.root_node, source, lines, relative_path, language, chunks
)
if file_overview:
chunks.insert(0, file_overview)
return chunks
def _build_chunk(
self,
node,
source: str,
lines: List[str],
relative_path: str,
language: str,
context_name: Optional[str] = None,
) -> Optional[Dict]:
start_line = node.start_point[0] + 1
end_line = node.end_point[0] + 1
snippet = "\n".join(lines[start_line - 1 : end_line]).strip()
if len(snippet.splitlines()) < 2:
return None
own_name = self._extract_own_name(node, source)
qualified_name = own_name
if context_name and own_name:
qualified_name = f"{context_name}.{own_name}"
elif context_name and not own_name:
qualified_name = context_name
signature = lines[start_line - 1].strip() if start_line - 1 < len(lines) else ""
searchable_text = "\n".join(
part
for part in [relative_path, context_name or "", qualified_name or "", signature, snippet]
if part
)
metadata = {"parser": "tree-sitter"}
if context_name:
metadata["parent"] = context_name
return {
"file_path": relative_path,
"language": language,
"symbol_name": qualified_name or relative_path.split("/")[-1],
"symbol_type": node.type,
"line_start": start_line,
"line_end": end_line,
"signature": signature,
"content": snippet,
"searchable_text": searchable_text,
"metadata_json": metadata,
}
def _build_container_overview(
self,
node,
source: str,
lines: List[str],
relative_path: str,
language: str,
context_name: Optional[str],
capture_types: set,
) -> Optional[Dict]:
start_line = node.start_point[0] + 1
end_line = node.end_point[0] + 1
body_lines = lines[start_line - 1 : end_line]
if not body_lines:
return None
own_name = self._extract_own_name(node, source)
qualified_name = own_name
if context_name and own_name:
qualified_name = f"{context_name}.{own_name}"
elif context_name and not own_name:
qualified_name = context_name
if not qualified_name:
qualified_name = relative_path.split("/")[-1]
# Head-of-body preview: naturally captures the signature, docstring,
# and field declarations that come before the first nested method,
# so simple data classes / structs keep their field list even though
# we no longer store the entire body verbatim.
preview_lines = body_lines[:MAX_OVERVIEW_BODY_LINES]
content = "\n".join(preview_lines).strip()
truncated_body = len(body_lines) > MAX_OVERVIEW_BODY_LINES
if len(content) > MAX_OVERVIEW_CHARS:
content = content[:MAX_OVERVIEW_CHARS].rstrip()
truncated_body = True
member_names = self._collect_member_names(node, source, capture_types)
members_line = ""
if member_names:
shown = member_names[:MAX_MEMBERS_LISTED]
members_line = f"Members: {', '.join(shown)}"
remaining = len(member_names) - len(shown)
if remaining > 0:
members_line += f" (+{remaining} more, indexed separately)"
elif truncated_body:
members_line = "(body truncated; see file for full contents)"
content_parts = [part for part in [content, members_line] if part]
full_content = "\n\n".join(content_parts)
signature = body_lines[0].strip() if body_lines else ""
searchable_text = "\n".join(
part
for part in [relative_path, context_name or "", qualified_name, signature, full_content]
if part
)
return {
"file_path": relative_path,
"language": language,
"symbol_name": qualified_name,
"symbol_type": f"{node.type}_overview",
"line_start": start_line,
"line_end": end_line,
"signature": signature,
"content": full_content,
"searchable_text": searchable_text,
"metadata_json": {
"parser": "tree-sitter",
"kind": "container_overview",
**({"parent": context_name} if context_name else {}),
},
}
def _build_file_overview(self, root_node, source: str, lines: List[str], relative_path: str, language: str, symbol_chunks: List[Dict]) -> Optional[Dict]:
if language == "text":
return None
path = Path(relative_path)
parts = list(path.parts)
directory = str(path.parent) if str(path.parent) != "." else "repository root"
filename = path.name
component = parts[1] if len(parts) >= 2 and parts[0] in {"packages", "apps"} else (parts[-2] if len(parts) >= 2 else "")
role = self._infer_file_role(relative_path)
imports, exports, export_targets = self._extract_module_edges(root_node, source)
symbols, seen = [], set()
for chunk in symbol_chunks:
name = chunk.get("symbol_name")
if name and name not in seen and chunk.get("symbol_type") != "fallback_chunk":
seen.add(name); symbols.append(name)
if len(symbols) >= 40:
break
overview = [f"File: {relative_path}", f"Filename: {filename}", f"Directory: {directory}", f"Language: {language}"]
if component: overview.append(f"Package/component: {component}")
overview.append(f"Role: {role}")
if imports: overview.append("Imports: " + ", ".join(imports[:30]))
if exports: overview.append("Exports: " + ", ".join(exports[:40]))
if export_targets: overview.append("Export targets: " + ", ".join(export_targets[:30]))
if symbols: overview.append("Symbols: " + ", ".join(symbols))
content = "\n".join(overview)
path_terms = " ".join(t for t in re.split(r"[\/._:-]+", relative_path) if t)
return {
"file_path": relative_path, "language": language,
"symbol_name": f"{filename}:module-overview", "symbol_type": "file_overview",
"line_start": 1, "line_end": 1, "signature": f"module {relative_path}",
"content": content,
"searchable_text": content + f"\nPath terms: {path_terms}\nModule: {path.stem}",
"metadata_json": {"parser": "tree-sitter", "kind": "file_overview", "directory": directory, "component": component, "role": role, "imports": imports[:30], "exports": exports[:40], "export_targets": export_targets[:30]},
}
@staticmethod
def _infer_file_role(relative_path: str) -> str:
path = relative_path.lower().replace("\\", "/")
name = Path(path).name
if name in {"index.ts", "index.tsx", "index.js", "index.jsx"}:
return "module/package entry point or barrel export"
for needle, role in [("router", "router/API composition"), ("route", "request route/endpoint"), ("handler", "handler/job execution"), ("controller", "request controller"), ("service", "service/business logic"), ("transport", "transport/integration adapter"), ("adapter", "integration adapter"), ("repository", "data repository"), ("config", "configuration"), ("schema", "schema/type definition"), ("test", "test"), ("spec", "test/specification")]:
if needle in name or f"/{needle}" in path:
return role
return "source module"
def _extract_module_edges(self, root_node, source: str):
imports, exports, targets = [], [], []
for child in root_node.children:
text = source[child.start_byte:child.end_byte].strip()
if not text: continue
if child.type == "import_statement" or text.startswith("import "):
target = self._module_target(text)
if target and target not in imports: imports.append(target)
if "export" in child.type or text.startswith("export ") or text.startswith("module.exports"):
target = self._module_target(text)
if target and target not in targets: targets.append(target)
for name in self._exported_names(text):
if name not in exports: exports.append(name)
return imports, exports, targets
@staticmethod
def _module_target(statement: str) -> Optional[str]:
for pattern in [r"from\s+[\"']([^\"']+)[\"']", r"(?:import|export)\s+[\"']([^\"']+)[\"']", r"require\(\s*[\"']([^\"']+)[\"']\s*\)"]:
match = re.search(pattern, statement)
if match: return match.group(1)
return None
@staticmethod
def _exported_names(statement: str) -> List[str]:
names = []
match = re.search(r"export\s*\{([^}]+)\}", statement, re.S)
if match:
for part in match.group(1).split(","):
item = part.strip()
if item: names.append(re.split(r"\s+as\s+", item)[-1].strip())
match = re.search(r"export\s+(?:default\s+)?(?:async\s+)?(?:const|let|var|function|class|interface|type|enum)\s+([A-Za-z_$][A-Za-z0-9_$]*)", statement)
if match: names.append(match.group(1))
if statement.startswith("export default") and not match: names.append("default")
if statement.startswith("export *"): names.append("*")
return names
def _collect_member_names(self, node, source: str, capture_types: set) -> List[str]:
"""Collect names of direct member symbols (methods/fields) inside a
container without descending into nested containers, so a class's
member list doesn't pick up grandchildren from an inner class."""
names = []
seen = set()
def walk(current):
for child in current.children:
if child.type in capture_types:
name = self._extract_own_name(child, source)
if name and name not in seen:
seen.add(name)
names.append(name)
# Don't descend further into this member's own body.
continue
walk(child)
walk(node)
return names
@staticmethod
def _extract_own_name(node, source: str) -> Optional[str]:
name_node = node.child_by_field_name("name")
if name_node is not None:
candidate = source[name_node.start_byte : name_node.end_byte].strip()
if candidate:
return candidate
return CodeParser._find_identifier(node, source)
@staticmethod
def _find_identifier(node, source: str) -> Optional[str]:
stack = list(node.children)
while stack:
current = stack.pop(0)
if current.type in IDENTIFIER_TYPES:
return source[current.start_byte : current.end_byte].strip()
stack.extend(current.children)
return None
def _fallback_chunks(self, source: str, relative_path: str, language: str) -> List[Dict]:
blocks = []
lines = source.splitlines()
buffer = []
start_line = 1
for index, line in enumerate(lines, start=1):
if not buffer:
start_line = index
buffer.append(line)
trigger = False
if language == "text":
trigger = len(buffer) >= 60 or (line.startswith("#") and len(buffer) > 8)
else:
trigger = (
re.match(r"^\s*(def |class |function |const |export |interface |type )", line)
and len(buffer) > 8
) or len(buffer) >= 80
if trigger:
chunk_text = "\n".join(buffer).strip()
if chunk_text:
blocks.append(
{
"file_path": relative_path,
"language": language,
"symbol_name": f"{Path(relative_path).name}:{start_line}",
"symbol_type": "fallback_chunk",
"line_start": start_line,
"line_end": index,
"signature": buffer[0].strip(),
"content": chunk_text,
"searchable_text": f"{relative_path}\n{chunk_text}",
"metadata_json": {
"parser": "fallback",
},
}
)
buffer = []
if buffer:
chunk_text = "\n".join(buffer).strip()
if chunk_text:
blocks.append(
{
"file_path": relative_path,
"language": language,
"symbol_name": f"{Path(relative_path).name}:{start_line}",
"symbol_type": "fallback_chunk",
"line_start": start_line,
"line_end": len(lines),
"signature": buffer[0].strip(),
"content": chunk_text,
"searchable_text": f"{relative_path}\n{chunk_text}",
"metadata_json": {
"parser": "fallback",
},
}
)
return blocks |