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3 changes: 3 additions & 0 deletions .jules/bolt.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,3 @@
## 2024-05-18 - Eager list generation over recursive yield for AST walks
**Learning:** In hot-path AST traversals (like `iter_calls_in_function_body` and `_own_statements`), recursive `yield from` calls introduce massive overhead compared to eager list collection (`list.append()`), taking up to 30% more time. However, swapping `isinstance()` to `type() is` degrades type safety and codebase readability due to requiring `# type: ignore` comments everywhere, which violates the `readability` principle.
**Action:** When performing deep, hot-path tree traversals, build and return an eager list using `.append()` in an inner `walk()` helper instead of chaining `yield from` recursion. But keep using `isinstance()` for type checks to preserve type safety and avoid unreadable ignore tags.
22 changes: 14 additions & 8 deletions src/wardline/core/autofix.py
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@
import logging
import tokenize
from collections import defaultdict
from collections.abc import Callable, Iterator, Sequence
from collections.abc import Callable, Sequence
from pathlib import Path

from wardline.core.config import WardlineConfig
Expand Down Expand Up @@ -49,13 +49,19 @@ def has_comment_in_span(
return False


def _own_statements(node: ast.AST) -> Iterator[ast.stmt]:
for child in ast.iter_child_nodes(node):
if isinstance(child, (ast.FunctionDef, ast.AsyncFunctionDef, ast.ClassDef)):
continue
if isinstance(child, ast.stmt):
yield child
yield from _own_statements(child)
def _own_statements(node: ast.AST) -> list[ast.stmt]:
stmts: list[ast.stmt] = []

def walk(current: ast.AST) -> None:
for child in ast.iter_child_nodes(current):
if isinstance(child, (ast.FunctionDef, ast.AsyncFunctionDef, ast.ClassDef)):
continue
if isinstance(child, ast.stmt):
stmts.append(child)
walk(child)

walk(node)
return stmts


def get_assert_nodes_for_function(func_node: ast.FunctionDef | ast.AsyncFunctionDef) -> list[ast.Assert]:
Expand Down
35 changes: 19 additions & 16 deletions src/wardline/scanner/ast_primitives.py
Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@
from __future__ import annotations

import ast
from collections.abc import Iterator, Mapping
from collections.abc import Mapping


def build_import_alias_map(
Expand Down Expand Up @@ -95,48 +95,51 @@ def build_import_alias_map(

def iter_calls_in_function_body(
node: ast.FunctionDef | ast.AsyncFunctionDef,
) -> Iterator[ast.Call]:
"""Yield every ``ast.Call`` in ``node``'s body without descending into nested
) -> list[ast.Call]:
"""Return every ``ast.Call`` in ``node``'s body without descending into nested
function scopes.

Stops at ``FunctionDef``, ``AsyncFunctionDef``, ``Lambda``, and ``ClassDef``
— each introduces a new scope whose body calls are attributed elsewhere.
Header expressions that execute in the enclosing scope (decorators, default
values, base classes, metaclass keywords) are still attributed to ``node``.
"""
calls: list[ast.Call] = []

def walk_node(current: ast.AST) -> Iterator[ast.Call]:
def walk_node(current: ast.AST) -> None:
if isinstance(current, (ast.FunctionDef, ast.AsyncFunctionDef)):
for decorator in current.decorator_list:
yield from walk_node(decorator)
yield from _walk_argument_defaults(current.args)
walk_node(decorator)
_walk_argument_defaults(current.args)
return
if isinstance(current, ast.ClassDef):
for decorator in current.decorator_list:
yield from walk_node(decorator)
walk_node(decorator)
for base in current.bases:
yield from walk_node(base)
walk_node(base)
for keyword in current.keywords:
yield from walk_node(keyword.value)
walk_node(keyword.value)
return
if isinstance(current, ast.Lambda):
yield from _walk_argument_defaults(current.args)
_walk_argument_defaults(current.args)
return
if isinstance(current, ast.Call):
yield current
calls.append(current)
for child in ast.iter_child_nodes(current):
yield from walk_node(child)
walk_node(child)

def _walk_argument_defaults(args: ast.arguments) -> Iterator[ast.Call]:
def _walk_argument_defaults(args: ast.arguments) -> None:
for default in args.defaults:
yield from walk_node(default)
walk_node(default)
for kw_default in args.kw_defaults:
if kw_default is None:
continue
yield from walk_node(kw_default)
walk_node(kw_default)

for stmt in node.body:
yield from walk_node(stmt)
walk_node(stmt)

return calls


def resolve_self_method_fqn(
Expand Down
66 changes: 42 additions & 24 deletions src/wardline/scanner/rules/_ast_helpers.py
Original file line number Diff line number Diff line change
Expand Up @@ -32,15 +32,21 @@
_RAISING_CONVERSION_NAMES: frozenset[str] = frozenset({"int", "float", "complex", "Decimal", "Fraction", "UUID"})


def _own_statements(node: ast.AST) -> Iterator[ast.stmt]:
"""Yield every statement in *node*'s own scope, not descending into nested
def _own_statements(node: ast.AST) -> list[ast.stmt]:
"""Return every statement in *node*'s own scope, not descending into nested
def/class bodies. Includes the bodies of if/for/while/try/with at any depth."""
for child in ast.iter_child_nodes(node):
if isinstance(child, (ast.FunctionDef, ast.AsyncFunctionDef, ast.ClassDef)):
continue
if isinstance(child, ast.stmt):
yield child
yield from _own_statements(child)
stmts: list[ast.stmt] = []

def walk(current: ast.AST) -> None:
for child in ast.iter_child_nodes(current):
if isinstance(child, (ast.FunctionDef, ast.AsyncFunctionDef, ast.ClassDef)):
continue
if isinstance(child, ast.stmt):
stmts.append(child)
walk(child)

walk(node)
return stmts


def _own_reachable_statements(node: ast.FunctionDef | ast.AsyncFunctionDef) -> Iterator[ast.stmt]:
Expand All @@ -59,15 +65,21 @@ def _own_nodes_in_reachable_stmt(stmt: ast.stmt) -> Iterator[ast.AST]:
yield from _walk_own_non_stmt_children(stmt)


def _walk_own_non_stmt_children(node: ast.AST) -> Iterator[ast.AST]:
for child in ast.iter_child_nodes(node):
if isinstance(child, (ast.FunctionDef, ast.AsyncFunctionDef, ast.ClassDef, ast.Lambda)):
yield child
elif isinstance(child, ast.stmt):
continue
else:
yield child
yield from _walk_own_non_stmt_children(child)
def _walk_own_non_stmt_children(node: ast.AST) -> list[ast.AST]:
nodes: list[ast.AST] = []

def walk(current: ast.AST) -> None:
for child in ast.iter_child_nodes(current):
if isinstance(child, (ast.FunctionDef, ast.AsyncFunctionDef, ast.ClassDef, ast.Lambda)):
nodes.append(child)
elif isinstance(child, ast.stmt):
continue
else:
nodes.append(child)
walk(child)

walk(node)
return nodes


def _reachable_statements_in_block(stmts: list[ast.stmt]) -> Iterator[ast.stmt]:
Expand Down Expand Up @@ -468,10 +480,16 @@ def own_nodes(node: ast.AST) -> Iterator[ast.AST]:
yield from _walk_own(node)


def _walk_own(node: ast.AST) -> Iterator[ast.AST]:
for child in ast.iter_child_nodes(node):
if isinstance(child, (ast.FunctionDef, ast.AsyncFunctionDef, ast.ClassDef, ast.Lambda)):
yield child
else:
yield child
yield from _walk_own(child)
def _walk_own(node: ast.AST) -> list[ast.AST]:
nodes: list[ast.AST] = []

def walk(current: ast.AST) -> None:
for child in ast.iter_child_nodes(current):
if isinstance(child, (ast.FunctionDef, ast.AsyncFunctionDef, ast.ClassDef, ast.Lambda)):
nodes.append(child)
else:
nodes.append(child)
walk(child)

walk(node)
return nodes
20 changes: 13 additions & 7 deletions src/wardline/scanner/taint/callgraph.py
Original file line number Diff line number Diff line change
Expand Up @@ -40,14 +40,20 @@
from wardline.scanner.index import Entity


def _own_nodes_in(node: ast.AST) -> Iterator[ast.AST]:
"""Yield *node* and every descendant in its own scope (including *node* itself), not
def _own_nodes_in(node: ast.AST) -> list[ast.AST]:
"""Return *node* and every descendant in its own scope (including *node* itself), not
descending into nested def/class/lambda scopes."""
yield node
for child in ast.iter_child_nodes(node):
if isinstance(child, (ast.FunctionDef, ast.AsyncFunctionDef, ast.ClassDef, ast.Lambda)):
continue
yield from _own_nodes_in(child)
nodes: list[ast.AST] = []

def walk(current: ast.AST) -> None:
nodes.append(current)
for child in ast.iter_child_nodes(current):
if isinstance(child, (ast.FunctionDef, ast.AsyncFunctionDef, ast.ClassDef, ast.Lambda)):
continue
walk(child)

walk(node)
return nodes


def _target_names(target: ast.expr) -> Iterator[str]:
Expand Down
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