deer-flow/backend/tests/support/detectors/blocking_io_static.py
Daoyuan Li 40c4ec32f4
fix(blocking-io): trace self/cls attribute chains and local aliases in the call graph (#4200)
* fix(blocking-io): trace self/cls attribute chains and local aliases in the call graph

_record_call_ref only recorded a call-graph edge for bare-name calls and
literal self./cls. single-hop attribute calls (self.flush()). Any other
receiver shape fell through the "." not in call_name fallback and was
silently dropped from the graph -- including a deeper self./cls.
attribute chain (self.store.flush()), a local variable holding a
self./cls. attribute (store = self.store; store.flush()), or a
parameter used directly as a receiver. A real blocking call reachable
from async code only through one of those shapes never surfaced as a
finding, the opposite (and more dangerous) failure mode from the
duplicate-helper-name over-report this detector already documents.

Trace those shapes back to a self./cls. attribute or a parameter,
within the same function only, and resolve them through the same
bare-method-name fallback already used for receivers that cannot be
resolved to a name at all -- no new false-positive risk beyond what
that existing fallback already accepts.

* fix(blocking-io): narrow alias tracking to fix three scope-creep bugs

The alias/receiver tracking this detector added reused dotted_name(),
which intentionally unwraps ast.Call/ast.Subscript for blocking-call
pattern matching elsewhere in this module. Reusing it for alias
extraction let a Call or Subscript result inherit its base's
alias-worthiness, so factory().flush(), client = factory(); client.flush(),
and client = clients[0]; client.flush() were all incorrectly treated as
calls on a traced receiver. Add _simple_receiver_name(), a restricted
Name/Attribute-only extractor, and use it wherever a receiver/alias is
extracted instead of dotted_name().

Alias state also only ever grew: _record_local_receiver_alias_targets
never removed a name once traced, so a later reassignment to a
non-traceable value (client = NonBlockingClient()) left the name
aliased forever, still exposing unrelated same-named methods.
Reassigning now resolves traceability from scratch and kills the name
when the new value isn't traceable.

Separately, if/else branches had no isolation: with no visit_If
override, body and orelse shared one mutable alias set, so an alias
added in one leaked into the other and the result depended on which
branch was textually first. Add a visit_If override that snapshots
aliases before the branch, resets between body and orelse, and unions
their exit states afterwards -- a conservative, order-independent
may-alias join. Scoped to ast.If only; ast.Try/ast.Match keep the
previous unisolated traversal (different, more complex control-flow
semantics, out of scope here).

Finally, _visit_function pushed the new function's context before
visiting decorator_list/args/returns, but those expressions run at
definition time in the enclosing scope, not the function body. A
default value referencing an outer name that happens to match one of
the function's own parameter names (receiver = Store(); async def
route(receiver=receiver.flush())) was misattributed to route itself.
Visit decorators, parameter defaults/annotations, the return
annotation, and PEP 695 type-parameter bounds before pushing the new
function's context so they resolve against the enclosing scope.

Real-scanner output against the actual backend tree is unchanged
(41/41 findings, byte-identical JSON) -- these were latent
false-positive/negative risks in shapes the current codebase doesn't
happen to contain, not active miscounts.

* fix(blocking-io): fix three more alias-tracking and definition-time bugs

_record_local_receiver_alias_targets ran before the assignment's own
value was visited, so an assignment's RHS was analyzed against the
alias state *after* the target had already been updated/killed for
this same statement. Python evaluates the RHS before binding the
target: with `client = self.store` followed by
`client = client.flush()`, the second statement's target update killed
`client`'s alias before its own RHS (`client.flush()`) was visited, so
that call silently disappeared from the graph. visit_Assign and
visit_AnnAssign now visit the RHS first and only update the target's
alias afterward, matching Python's own evaluate-then-bind order.

_simple_receiver_name still returned the trailing attribute name
whenever its recursive parent lookup came back unsupported (a Call or
Subscript), instead of refusing the whole chain -- so `factory().client`
and `clients[0].client` both collapsed to plain "client", which, when
"client" was also a traced parameter or local alias, incorrectly linked
`factory().client.flush()` to an unrelated same-file `Store.flush`.
Return None instead of falling back to `node.attr`, so an unsupported
node anywhere in the chain makes the whole receiver unresolved rather
than a truncated suffix of it.

Finally, _visit_function's enclosing-scope walk of decorators,
defaults, annotations, and type_params recursed into every
subexpression uniformly, including ones that don't actually execute at
definition time: a lambda's body, a bare generator expression's
element/later-for clauses, annotations postponed by `from __future__
import annotations`, and PEP 695 type-parameter bounds (always
evaluated lazily, in their own hidden function, only if something like
T.__bound__ is ever accessed). Add visit_Lambda/visit_GeneratorExp
overrides that stop at exactly the eager subset (a lambda's own
parameter defaults; a generator's outermost iterable), skip parameter/
return annotations entirely once a `postponed_annotations` flag is set
by the future import, and drop the type_params walk instead of moving
it to the enclosing scope.

Real-scanner output against the actual backend tree is unchanged
(41/41 findings, byte-identical JSON) -- these were latent risks in
shapes the current codebase doesn't happen to contain, not active
miscounts.

* fix(blocking-io): preserve eager traversal for immediately invoked lambdas and consumed generators

visit_Lambda/visit_GeneratorExp (added last round to stop treating merely
created lambda/generator objects as executing at definition time) were
unconditional, so they also suppressed bodies that genuinely execute right
away: an immediately invoked lambda ((lambda: ...)()) and a generator
expression passed directly to an eager-consuming builtin (list/set/tuple/
frozenset/dict/sorted).

visit_Call now marks a Lambda used as its own func, or a GeneratorExp passed
as the sole argument to one of those builtins, by node identity before
generic_visit runs. visit_Lambda/visit_GeneratorExp check that marker and,
on a match, visit the node fully instead of applying the lazy walk. A
lambda/generator that is merely created, stored, passed as a callback, or
invoked later through a variable is unaffected and stays lazy.

* fix(blocking-io): scope lambda/generator laziness to definition-time expressions only

visit_Lambda/visit_GeneratorExp were unconditional overrides, so they
suppressed lambda bodies and generator elements everywhere the visitor
reached one, not only inside another function's definition-time
expressions (decorators, parameter defaults/annotations, return
annotation) where that suppression is actually needed. In ordinary
function-body code this caused real false negatives: a lambda stored in
a local and called through that name (callback = lambda: os.listdir(".");
callback()), a generator reduced by sum/any/all/min/max, a bare
lambda/generator that is merely created, and a generator wrapped in
another lazy iterator like map(...) all went unscanned, even though none
of them are definition-time expressions at all.

The previous fix for this (an id()-keyed marker set covering exactly two
eager shapes -- an immediately invoked lambda, and a generator passed
directly to a fixed list of eager-consuming builtins) narrowed the
suppression back down, but only for those two shapes, and the underlying
eager-consumer builtin set itself excluded true reducers (sum/any/all/
min/max) that consume their generator argument just as eagerly as list/
set/etc. Both are instances of the same problem: enumerating every shape
in which a lambda or generator happens to be invoked/consumed piecemeal
inside an AST visitor, which is unbounded in the general case.

Replace both mechanisms with a single boolean,
_in_definition_time_expression, set only while _visit_function walks
another function's own decorators/defaults/annotations/return
annotation. visit_Lambda/visit_GeneratorExp apply their lazy
(defaults-only/outermost-iterable-only) walk only while it is set;
everywhere else they fall through to a full generic_visit, scanning
lambda bodies and generator elements unconditionally -- the same
conservative, over-report-rather-than-infer stance this file already
takes for reachability elsewhere.

This removes EAGER_ITERABLE_CONSUMER_NAMES and the two identity-marker
sets entirely rather than growing them further. The one shape this
newly gives up on -- an immediately invoked lambda or eagerly consumed
generator used as another function's decorator/default/annotation value
-- is now an explicit, narrow, documented limitation (see
backend/AGENTS.md): definition-time expressions never scan a nested
lambda body or generator element, full stop, regardless of whether it
happens to be invoked right there.

Targeted suite (test_detect_blocking_io_static.py +
test_scan_changed_blocking_io.py + test_detector_repo_root.py +
blocking_io/test_gate_smoke.py): 65/66 pass, the one failure a
pre-existing Windows path-separator comparison unrelated to this file.
Full backend suite: identical 64 pre-existing failures on both the
pre-fix and post-fix commit, confirmed by diffing the two failure lists
directly -- zero regressions. Real scanner against the actual backend
tree: 41/41, byte-identical JSON before and after -- these were latent
risks in shapes the current codebase doesn't happen to contain, not
active miscounts.
2026-07-22 13:55:40 +08:00

1140 lines
46 KiB
Python

"""Static inventory for likely backend event-loop blocking IO.
This detector parses backend business source with AST so untested paths are
still visible during review. Findings are prioritized static candidates, not
automatic bug decisions.
Not directly executable: import as `support.detectors.blocking_io_static` or
run via the CLI shim `scripts/detect_blocking_io_static.py`.
"""
from __future__ import annotations
import argparse
import ast
import json
import os
from collections import Counter, defaultdict, deque
from collections.abc import Callable, Iterable, Sequence
from dataclasses import dataclass
from pathlib import Path
from support.detectors.repo_root import resolve_repo_root
REPO_ROOT = resolve_repo_root(Path(__file__))
DEFAULT_SCAN_PATHS = (
REPO_ROOT / "backend" / "app",
REPO_ROOT / "backend" / "packages" / "harness" / "deerflow",
REPO_ROOT / "backend" / "scripts",
)
IGNORED_DIR_NAMES = {
".git",
".mypy_cache",
".pytest_cache",
".ruff_cache",
".venv",
"__pycache__",
"node_modules",
}
CODE_SNIPPET_LIMIT = 200
PATH_METHOD_NAMES = {
"exists",
"glob",
"hardlink_to",
"is_dir",
"is_file",
"iterdir",
"mkdir",
"open",
"readlink",
"read_bytes",
"read_text",
"rename",
"resolve",
"rglob",
"rmdir",
"samefile",
"stat",
"symlink_to",
"touch",
"unlink",
"write_bytes",
"write_text",
}
AMBIGUOUS_PATH_METHOD_NAMES = {"replace"}
HTTP_METHOD_NAMES = {
"delete",
"get",
"head",
"options",
"patch",
"post",
"put",
"request",
"stream",
}
BUILTIN_OPEN_NAMES = {"builtins.open", "io.open", "open"}
BLOCKING_SLEEP_NAMES = {"time.sleep"}
BLOCKING_OS_FILE_NAMES = {
"os.listdir",
"os.lstat",
"os.makedirs",
"os.mkdir",
"os.remove",
"os.rename",
"os.replace",
"os.rmdir",
"os.scandir",
"os.stat",
"os.unlink",
"os.walk",
"os.path.exists",
"os.path.getsize",
"os.path.isdir",
"os.path.isfile",
}
BLOCKING_SUBPROCESS_NAMES = {
"subprocess.Popen",
"subprocess.check_call",
"subprocess.check_output",
"subprocess.run",
}
BLOCKING_HTTP_NAMES = {
"requests.delete",
"requests.get",
"requests.head",
"requests.options",
"requests.patch",
"requests.post",
"requests.put",
"requests.request",
"requests.sessions.Session.request",
"httpx.delete",
"httpx.get",
"httpx.head",
"httpx.options",
"httpx.patch",
"httpx.post",
"httpx.put",
"httpx.request",
"httpx.stream",
"urllib.request.urlopen",
}
SYNC_HTTP_CLIENT_FACTORIES = {
"httpx.Client": "httpx.Client",
"requests.Session": "requests.Session",
"requests.sessions.Session": "requests.Session",
"requests.session": "requests.Session",
}
BLOCKING_SHUTIL_NAMES = {
"shutil.copy",
"shutil.copyfile",
"shutil.copytree",
"shutil.move",
"shutil.rmtree",
}
SYNC_AGENT_MIDDLEWARE_HOOKS = {
"before_agent": "abefore_agent",
"before_model": "abefore_model",
"after_model": "aafter_model",
"after_agent": "aafter_agent",
}
PATH_METHOD_OPERATIONS = {
"exists": "FILE_METADATA",
"glob": "FILE_ENUMERATION",
"hardlink_to": "FILE_WRITE",
"is_dir": "FILE_METADATA",
"is_file": "FILE_METADATA",
"iterdir": "FILE_ENUMERATION",
"mkdir": "FILE_WRITE",
"open": "FILE_OPEN",
"readlink": "FILE_METADATA",
"read_bytes": "FILE_READ",
"read_text": "FILE_READ",
"rename": "FILE_COPY_MOVE",
"replace": "FILE_COPY_MOVE",
"resolve": "FILE_METADATA",
"rglob": "FILE_ENUMERATION",
"rmdir": "FILE_DELETE",
"samefile": "FILE_METADATA",
"stat": "FILE_METADATA",
"symlink_to": "FILE_WRITE",
"touch": "FILE_WRITE",
"unlink": "FILE_DELETE",
"write_bytes": "FILE_WRITE",
"write_text": "FILE_WRITE",
}
OS_FILE_OPERATIONS = {
"os.listdir": "FILE_ENUMERATION",
"os.lstat": "FILE_METADATA",
"os.makedirs": "FILE_WRITE",
"os.mkdir": "FILE_WRITE",
"os.remove": "FILE_DELETE",
"os.rename": "FILE_COPY_MOVE",
"os.replace": "FILE_COPY_MOVE",
"os.rmdir": "FILE_DELETE",
"os.scandir": "FILE_ENUMERATION",
"os.stat": "FILE_METADATA",
"os.unlink": "FILE_DELETE",
"os.walk": "FILE_ENUMERATION",
"os.path.exists": "FILE_METADATA",
"os.path.getsize": "FILE_METADATA",
"os.path.isdir": "FILE_METADATA",
"os.path.isfile": "FILE_METADATA",
}
SHUTIL_OPERATIONS = {
"shutil.copy": "FILE_COPY_MOVE",
"shutil.copyfile": "FILE_COPY_MOVE",
"shutil.copytree": "FILE_TREE_COPY",
"shutil.move": "FILE_COPY_MOVE",
"shutil.rmtree": "FILE_TREE_DELETE",
}
OPERATION_BASE_PRIORITY = {
"FILE_METADATA": "LOW",
"FILE_OPEN": "MEDIUM",
"FILE_READ": "MEDIUM",
"FILE_WRITE": "MEDIUM",
"FILE_ENUMERATION": "HIGH",
"FILE_DELETE": "MEDIUM",
"FILE_COPY_MOVE": "HIGH",
"FILE_TREE_COPY": "HIGH",
"FILE_TREE_DELETE": "HIGH",
"HTTP_REQUEST": "HIGH",
"SUBPROCESS": "HIGH",
"SLEEP": "HIGH",
"PARSE_ERROR": "MEDIUM",
}
@dataclass(frozen=True)
class BlockingIOStaticFinding:
category: str
operation: str
priority: str
path: str
line: int
column: int
function: str
exposure: str
symbol: str
code: str
def to_dict(self) -> dict[str, object]:
return {
"priority": self.priority,
"location": {
"path": self.path,
"line": self.line,
"column": self.column + 1,
"function": self.function,
},
"blocking_call": {
"category": self.category,
"operation": self.operation,
"symbol": self.symbol,
},
"event_loop_exposure": self.exposure,
"reason": _finding_reason(self.operation, self.exposure),
"code": self.code,
}
@dataclass(frozen=True)
class _FunctionContext:
qualname: str
class_name: str | None
is_async: bool
@dataclass(frozen=True)
class _FunctionInfo:
is_async: bool
@dataclass(frozen=True)
class _CallRef:
name: str
class_name: str | None
self_method: bool
@dataclass(frozen=True)
class _PotentialFinding:
category: str
operation: str
path: str
line: int
column: int
function: str
symbol: str
code: str
@dataclass(frozen=True)
class _BlockingRule:
category: str
operation: str
symbol: str
def dotted_name(node: ast.AST | None) -> str | None:
if isinstance(node, ast.Name):
return node.id
if isinstance(node, ast.Attribute):
parent = dotted_name(node.value)
if parent:
return f"{parent}.{node.attr}"
return node.attr
if isinstance(node, ast.Call):
return dotted_name(node.func)
if isinstance(node, ast.Subscript):
return dotted_name(node.value)
return None
def _simple_receiver_name(node: ast.AST | None) -> str | None:
"""Like `dotted_name`, but only for Name/Attribute chains.
`dotted_name` intentionally unwraps `ast.Call` and `ast.Subscript` to build a
symbolic name for blocking-call pattern matching (`visit_Call` /
`_blocking_rule` / `_sync_http_client_factory_base`). Reusing that for
receiver/alias tracking is wrong: it would make a Call or Subscript result
inherit its base's alias-worthiness (e.g. treating `factory()` as if it
were the traced name `factory`), which this restricted extractor refuses
to do by simply not recognizing those node shapes at all -- including when
one is buried further down the chain (`factory().client`,
`clients[0].client`): an unsupported node anywhere in the chain makes the
whole receiver None, it never falls back to just the trailing attribute
name, or that trailing name alone could still collide with an unrelated
traced parameter or local alias of the same name.
"""
if isinstance(node, ast.Name):
return node.id
if isinstance(node, ast.Attribute):
parent = _simple_receiver_name(node.value)
if parent is None:
return None
return f"{parent}.{node.attr}"
return None
def relative_to_repo(path: Path, repo_root: Path = REPO_ROOT) -> str:
try:
return path.resolve().relative_to(repo_root.resolve()).as_posix()
except ValueError:
return path.as_posix()
def _source_snippet(source_lines: Sequence[str], line: int) -> str:
if not 0 < line <= len(source_lines):
return ""
snippet = source_lines[line - 1].strip()
if len(snippet) <= CODE_SNIPPET_LIMIT:
return snippet
return f"{snippet[:CODE_SNIPPET_LIMIT]}..."
class BlockingIOStaticVisitor(ast.NodeVisitor):
def __init__(self, relative_path: str, source_lines: Sequence[str]) -> None:
self.relative_path = relative_path
self.source_lines = source_lines
self.import_aliases: dict[str, str] = {}
self.postponed_annotations = False
self.class_stack: list[str] = []
self.function_stack: list[_FunctionContext] = []
self.module_context = _FunctionContext("<module>", None, False)
self.module_sync_http_clients: dict[str, str] = {}
self.sync_http_client_stack: list[dict[str, str]] = []
self.class_bases: dict[str, set[str]] = defaultdict(set)
self.class_methods: dict[str, set[str]] = defaultdict(set)
self.function_defs: dict[str, _FunctionInfo] = {}
self.functions_by_name: dict[str, list[str]] = defaultdict(list)
self.call_refs: dict[str, list[_CallRef]] = defaultdict(list)
self.path_like_name_stack: list[set[str]] = []
self.local_receiver_alias_stack: list[set[str]] = []
self.potential_findings: list[_PotentialFinding] = []
# True only while walking ANOTHER function's own decorators,
# parameter defaults/annotations, or return annotation (see
# `_visit_function`) -- expressions that run at definition time, in
# the enclosing scope, before the function being defined has ever
# been called. `visit_Lambda`/`visit_GeneratorExp` apply their
# defaults-only/outermost-iterable-only lazy traversal only while
# this is set; it is always restored to `False` before `_visit_function`
# returns, and no definition-time expression can itself contain a
# nested `def`/`class` statement (only expressions), so this never
# needs to be a stack.
self._in_definition_time_expression = False
@property
def current_function(self) -> _FunctionContext | None:
return self.function_stack[-1] if self.function_stack else None
@property
def current_context(self) -> _FunctionContext:
return self.current_function or self.module_context
@property
def current_sync_http_clients(self) -> dict[str, str]:
return self.sync_http_client_stack[-1] if self.sync_http_client_stack else self.module_sync_http_clients
def visit_Import(self, node: ast.Import) -> None:
for alias in node.names:
local_name = alias.asname or alias.name.split(".", 1)[0]
canonical_name = alias.name if alias.asname else local_name
self.import_aliases[local_name] = canonical_name
def visit_ImportFrom(self, node: ast.ImportFrom) -> None:
if node.module is None:
return
if node.module == "__future__" and any(alias.name == "annotations" for alias in node.names):
# `from __future__ import annotations` (PEP 563) makes CPython skip
# evaluating parameter/return annotations at runtime entirely --
# they are kept as unevaluated strings -- so a call written in one
# never actually runs at definition time in this module, in either
# scope. This is always visited before any function def that could
# use it: the statement is required to appear before any other
# code in the file (`ast.parse` itself rejects it elsewhere).
self.postponed_annotations = True
for alias in node.names:
local_name = alias.asname or alias.name
self.import_aliases[local_name] = f"{node.module}.{alias.name}"
def visit_ClassDef(self, node: ast.ClassDef) -> None:
class_name = ".".join((*self.class_stack, node.name)) if self.class_stack else node.name
self.class_bases[class_name].update(canonical_name for base in node.bases if (canonical_name := self._canonical_name(dotted_name(base))) is not None)
self.class_stack.append(node.name)
self.generic_visit(node)
self.class_stack.pop()
def visit_FunctionDef(self, node: ast.FunctionDef) -> None:
self._visit_function(node, is_async=False)
def visit_AsyncFunctionDef(self, node: ast.AsyncFunctionDef) -> None:
self._visit_function(node, is_async=True)
def visit_Assign(self, node: ast.Assign) -> None:
# Visit the RHS before recording anything about the assignment's own
# target(s): Python evaluates the value before binding it, so a call
# in the RHS (e.g. `client = client.flush()`) must see the receiver-
# alias state as it stood immediately BEFORE this assignment, not
# after. Updating/killing the target's alias first would make the
# target's own old alias disappear before the RHS that still runs
# under it gets a chance to be resolved.
self.visit(node.value)
self._record_sync_http_client_targets(node.value, node.targets)
self._record_local_receiver_alias_targets(node.value, node.targets)
for target in node.targets:
self.visit(target)
def visit_AnnAssign(self, node: ast.AnnAssign) -> None:
self._record_path_like_annotation(node.annotation, [node.target])
if node.value is not None:
# Same RHS-before-target-update ordering as visit_Assign above.
self.visit(node.value)
self._record_sync_http_client_targets(node.value, [node.target])
self._record_local_receiver_alias_targets(node.value, [node.target])
self.visit(node.target)
self.visit(node.annotation)
def visit_With(self, node: ast.With) -> None:
temporary_clients: dict[str, str | None] = {}
current_clients = self.current_sync_http_clients
for item in node.items:
self.visit(item.context_expr)
client_base = self._sync_http_client_factory_base(item.context_expr)
if client_base is None or not isinstance(item.optional_vars, ast.Name):
continue
name = item.optional_vars.id
temporary_clients[name] = current_clients.get(name)
current_clients[name] = client_base
try:
for statement in node.body:
self.visit(statement)
finally:
for name, previous in temporary_clients.items():
if previous is None:
current_clients.pop(name, None)
else:
current_clients[name] = previous
def visit_If(self, node: ast.If) -> None:
# `ast.If` is the only branching construct given isolated, merged alias
# state: `body` and `orelse` are mutually exclusive at runtime, so an
# alias added in one must not leak into the other, but a name aliased in
# either branch might still be aliased after the `if` (a conservative
# may-alias join) -- and the result must not depend on which branch is
# textually `body` vs `orelse`. `ast.Try`/`ast.Match` have different,
# more complex control-flow semantics (exception edges, multiple
# mutually exclusive case bodies) and are deliberately out of scope
# here; they keep the prior unisolated `generic_visit` behavior.
self.visit(node.test)
if not self.local_receiver_alias_stack:
for statement in node.body:
self.visit(statement)
for statement in node.orelse:
self.visit(statement)
return
before = set(self.current_local_receiver_aliases)
for statement in node.body:
self.visit(statement)
after_body = set(self.current_local_receiver_aliases)
self.local_receiver_alias_stack[-1] = set(before)
for statement in node.orelse:
self.visit(statement)
after_orelse = self.current_local_receiver_aliases
self.local_receiver_alias_stack[-1] = after_body | after_orelse
def visit_Call(self, node: ast.Call) -> None:
current = self.current_context
call_name = self._canonical_name(dotted_name(node.func))
if call_name is not None:
self._record_call_ref(node, call_name, current)
self._record_blocking_candidate(node, call_name, current)
self.generic_visit(node)
def visit_Lambda(self, node: ast.Lambda) -> None:
# A lambda's parameter defaults run eagerly when the lambda object
# itself is created (same timing as a regular function's defaults),
# but its body only runs later, whenever/if the lambda is actually
# called -- possibly in a completely different scope, possibly
# never. That distinction is only meaningful while walking ANOTHER
# function's definition-time expressions (see `_visit_function`):
# there, we know structurally that the enclosing `def` statement is
# executing right now, and a nested lambda's body is categorically
# not part of that execution, no matter how (or whether) the lambda
# is later used. Everywhere else -- module level, class bodies, and
# ordinary function-body statements -- a lambda is scanned
# unconditionally, like any other expression: this file does not
# attempt to prove whether/when a lambda sitting in a variable,
# passed as a callback, invoked immediately, or invoked later through
# a stored name is actually called. That is the same conservative,
# over-report-rather-than-infer stance this file already takes for
# reachability elsewhere (e.g. `visit_If`'s may-alias union, or the
# bare-name call-graph resolution in `_record_call_ref`).
if not self._in_definition_time_expression:
self.generic_visit(node)
return
for default in node.args.defaults:
self.visit(default)
for default in node.args.kw_defaults:
if default is not None:
self.visit(default)
def visit_GeneratorExp(self, node: ast.GeneratorExp) -> None:
# Same principle as `visit_Lambda` above: only the outermost `for`'s
# iterable is evaluated eagerly, to build the generator object; the
# element expression, any `if` filters, and any additional `for`
# clauses live inside the generator's own frame and only run once/if
# it is iterated -- which may never happen. This is only meaningful
# while walking another function's definition-time expressions;
# everywhere else a generator expression is scanned unconditionally,
# regardless of what (if anything) it is later passed to. This file
# does not distinguish a builtin that consumes its argument eagerly
# (`list(...)`, `sum(...)`) from one that wraps it in another lazy
# iterator (`map(...)`) or leaves it unconsumed in a variable --
# telling those apart in general means inferring evaluation order
# across arbitrary code, not reading a fixed, structural fact. List/
# set/dict comprehensions always run their implicit scope immediately
# as part of building the result, regardless of context, so they are
# left fully eager unconditionally and are not given a matching
# override.
if not self._in_definition_time_expression:
self.generic_visit(node)
return
if node.generators:
self.visit(node.generators[0].iter)
def _visit_function(self, node: ast.FunctionDef | ast.AsyncFunctionDef, *, is_async: bool) -> None:
qualname = ".".join((*self.class_stack, node.name)) if self.class_stack else node.name
class_name = self.class_stack[-1] if self.class_stack else None
context = _FunctionContext(qualname, class_name, is_async)
self.function_defs[qualname] = _FunctionInfo(is_async)
self.functions_by_name[node.name].append(qualname)
if class_name is not None:
self.class_methods[class_name].add(node.name)
# Decorators and parameter defaults run at definition time in the
# ENCLOSING scope, not inside the function body -- visit them before
# pushing this function's own context. Otherwise a call/receiver there
# (e.g. a default value referencing an outer variable that happens to
# share a parameter's name) gets misattributed to the function being
# defined instead of to whatever actually executes it. Parameter and
# return annotations get the same enclosing-scope treatment unless
# this module postpones annotation evaluation (`from __future__
# import annotations`), in which case they never execute at runtime at
# all, in either scope, so they are skipped entirely. PEP 695
# type-parameter bounds (`node.type_params`) are not visited at all,
# in either scope: CPython evaluates each one lazily, in its own
# hidden function, only when something like `T.__bound__` is actually
# accessed -- never as part of running this `def` statement.
# `_in_definition_time_expression` marks this whole traversal so
# `visit_Lambda`/`visit_GeneratorExp` know a lambda body or generator
# element reached here is not eager either -- purely because of
# where it sits, not because of its own shape. It is always restored
# to `False` below before this function's own body is visited.
self._in_definition_time_expression = True
for decorator in node.decorator_list:
self.visit(decorator)
self._visit_definition_time_arguments(node.args)
if node.returns is not None and not self.postponed_annotations:
self.visit(node.returns)
self._in_definition_time_expression = False
self.function_stack.append(context)
self.sync_http_client_stack.append({})
self.path_like_name_stack.append(set(_path_like_argument_names(node.args, self._canonical_name)))
self.local_receiver_alias_stack.append(set(_all_argument_names(node.args)))
for statement in node.body:
self.visit(statement)
self.local_receiver_alias_stack.pop()
self.path_like_name_stack.pop()
self.sync_http_client_stack.pop()
self.function_stack.pop()
def _visit_definition_time_arguments(self, arguments: ast.arguments) -> None:
for default in arguments.defaults:
self.visit(default)
for default in arguments.kw_defaults:
if default is not None:
self.visit(default)
if self.postponed_annotations:
return
for argument in _iter_arguments(arguments):
if argument.annotation is not None:
self.visit(argument.annotation)
def _canonical_name(self, name: str | None) -> str | None:
if name is None:
return None
parts = name.split(".")
if parts and parts[0] in self.import_aliases:
return ".".join((self.import_aliases[parts[0]], *parts[1:]))
return name
def _record_call_ref(self, node: ast.Call, call_name: str, current: _FunctionContext) -> None:
if current.qualname == "<module>":
return
if isinstance(node.func, ast.Name):
self.call_refs[current.qualname].append(_CallRef(node.func.id, current.class_name, self_method=False))
return
if not isinstance(node.func, ast.Attribute):
return
receiver = _simple_receiver_name(node.func.value)
if receiver in {"self", "cls"}:
self.call_refs[current.qualname].append(_CallRef(node.func.attr, current.class_name, self_method=True))
return
if self._is_traceable_same_function_receiver(receiver):
# Multi-hop self./cls. attribute chains (self.store.flush()) and local
# variables/parameters traced back -- within this same function only --
# to a self./cls. attribute or a parameter (store = self.store;
# store.flush()) cannot be resolved to a specific class without full
# type inference. Fall back to the same conservative same-file,
# bare-method-name resolution already used below for receivers that
# cannot be resolved to a name at all, rather than dropping the edge.
self.call_refs[current.qualname].append(_CallRef(node.func.attr, current.class_name, self_method=False))
return
# Keep same-module direct calls through canonical aliases out of the call graph.
# External calls are handled as blocking candidates instead.
if "." not in call_name:
self.call_refs[current.qualname].append(_CallRef(call_name, current.class_name, self_method=False))
def _is_traceable_same_function_receiver(self, receiver: str | None) -> bool:
# True when `receiver` is a self./cls.-rooted attribute chain, or a name
# traced -- within the current function only -- back to one of those or
# to a parameter. Deliberately no cross-function/cross-module alias or
# type inference; see `local_receiver_alias_stack` and
# `_record_local_receiver_alias_targets`.
if receiver is None:
return False
root = receiver.split(".", 1)[0]
return root in {"self", "cls"} or root in self.current_local_receiver_aliases
def _record_blocking_candidate(self, node: ast.Call, call_name: str, current: _FunctionContext) -> None:
rule = self._blocking_rule(node, call_name)
if rule is None:
return
line = getattr(node, "lineno", 0)
column = getattr(node, "col_offset", 0)
code = _source_snippet(self.source_lines, line)
self.potential_findings.append(
_PotentialFinding(
category=rule.category,
operation=rule.operation,
path=self.relative_path,
line=line,
column=column,
function=current.qualname,
symbol=rule.symbol,
code=code,
)
)
def _blocking_rule(self, node: ast.Call, call_name: str) -> _BlockingRule | None:
sync_client_symbol = self._sync_http_client_method_symbol(call_name)
if sync_client_symbol is not None:
return _BlockingRule("BLOCKING_HTTP_IO", "HTTP_REQUEST", sync_client_symbol)
chained_client_symbol = _sync_http_client_chained_method_symbol(call_name)
if chained_client_symbol is not None:
return _BlockingRule("BLOCKING_HTTP_IO", "HTTP_REQUEST", chained_client_symbol)
leaf_name = call_name.rsplit(".", 1)[-1]
if call_name in BUILTIN_OPEN_NAMES:
return _BlockingRule("BLOCKING_FILE_IO", "FILE_OPEN", call_name)
if leaf_name in PATH_METHOD_NAMES | AMBIGUOUS_PATH_METHOD_NAMES:
if self._is_path_method_call(node):
return _BlockingRule("BLOCKING_FILE_IO", _path_method_operation(leaf_name), call_name)
if call_name in BLOCKING_OS_FILE_NAMES:
return _BlockingRule("BLOCKING_FILE_IO", OS_FILE_OPERATIONS[call_name], call_name)
if call_name in BLOCKING_SLEEP_NAMES:
return _BlockingRule("BLOCKING_SLEEP", "SLEEP", call_name)
if call_name in BLOCKING_SUBPROCESS_NAMES:
return _BlockingRule("BLOCKING_SUBPROCESS", "SUBPROCESS", call_name)
if call_name in BLOCKING_HTTP_NAMES:
return _BlockingRule("BLOCKING_HTTP_IO", "HTTP_REQUEST", call_name)
if call_name in BLOCKING_SHUTIL_NAMES:
return _BlockingRule("BLOCKING_FILE_IO", SHUTIL_OPERATIONS[call_name], call_name)
return None
def _is_path_method_call(self, node: ast.Call) -> bool:
if not isinstance(node.func, ast.Attribute):
return False
if node.func.attr in AMBIGUOUS_PATH_METHOD_NAMES and node.func.attr == "replace" and len(node.args) >= 2:
return False
receiver = node.func.value
if _is_constructed_path(receiver):
return True
receiver_name = dotted_name(receiver)
if receiver_name in self.current_path_like_names:
return True
if _looks_like_path_receiver_name(receiver_name):
return True
if node.func.attr in PATH_METHOD_NAMES and isinstance(receiver, ast.Attribute):
return True
return False
@property
def current_path_like_names(self) -> set[str]:
return self.path_like_name_stack[-1] if self.path_like_name_stack else set()
@property
def current_local_receiver_aliases(self) -> set[str]:
return self.local_receiver_alias_stack[-1] if self.local_receiver_alias_stack else set()
def _record_path_like_annotation(self, annotation: ast.AST, targets: Iterable[ast.AST]) -> None:
if not self.path_like_name_stack or not _is_path_annotation(annotation, self._canonical_name):
return
self.current_path_like_names.update(name for target in targets for name in _iter_assigned_names(target))
def _record_sync_http_client_targets(self, value: ast.AST, targets: Iterable[ast.AST]) -> None:
client_base = self._sync_http_client_factory_base(value)
if client_base is None:
return
current_clients = self.current_sync_http_clients
for target in targets:
for name in _iter_assigned_names(target):
current_clients[name] = client_base
def _record_local_receiver_alias_targets(self, value: ast.AST, targets: Iterable[ast.AST]) -> None:
# Every assignment to a name previously in `current_local_receiver_aliases`
# must resolve that name's traceability from scratch -- not only add new
# traceable names -- or a stale alias from an earlier, unrelated value
# would keep exposing same-named blocking methods (dead code below this
# point) forever. A non-traceable value (an unrecognized shape, or a
# Call/Subscript result -- see `_simple_receiver_name`) therefore kills
# the name instead of leaving it untouched.
if not self.local_receiver_alias_stack:
return
current_aliases = self.current_local_receiver_aliases
assigned_names = [name for target in targets for name in _iter_assigned_names(target)]
if not assigned_names:
return
dotted = _simple_receiver_name(value)
root = dotted.split(".", 1)[0] if dotted is not None else None
is_traceable = root is not None and (root in {"self", "cls"} or root in current_aliases)
for name in assigned_names:
if is_traceable:
current_aliases.add(name)
else:
current_aliases.discard(name)
def _sync_http_client_factory_base(self, node: ast.AST) -> str | None:
if not isinstance(node, ast.Call):
return None
call_name = self._canonical_name(dotted_name(node.func))
if call_name is None:
return None
return SYNC_HTTP_CLIENT_FACTORIES.get(call_name)
def _sync_http_client_method_symbol(self, call_name: str) -> str | None:
parts = call_name.split(".")
if len(parts) != 2 or parts[1] not in HTTP_METHOD_NAMES:
return None
client_base = self.current_sync_http_clients.get(parts[0])
if client_base is None:
return None
return f"{client_base}.{parts[1]}"
def _path_method_operation(method_name: str) -> str:
return PATH_METHOD_OPERATIONS.get(method_name, "FILE_METADATA")
def _is_constructed_path(node: ast.AST) -> bool:
return isinstance(node, ast.Call) and dotted_name(node.func) in {"Path", "pathlib.Path"}
def _looks_like_path_receiver_name(receiver_name: str | None) -> bool:
if receiver_name is None:
return False
leaf = receiver_name.rsplit(".", 1)[-1].lower()
return leaf in {"path", "file_path", "dir_path", "target", "dest", "destination", "source"} or leaf.endswith(("_path", "_dir", "_file", "_root")) or "path" in leaf
def _is_path_annotation(annotation: ast.AST | None, canonical_name: Callable[[str | None], str | None]) -> bool:
if annotation is None:
return False
if isinstance(annotation, ast.BinOp) and isinstance(annotation.op, ast.BitOr):
return _is_path_annotation(annotation.left, canonical_name) or _is_path_annotation(annotation.right, canonical_name)
name = dotted_name(annotation)
canonical = canonical_name(name)
if canonical in {"pathlib.Path", "Path"}:
return True
if isinstance(annotation, ast.Subscript):
return _is_path_annotation(annotation.slice, canonical_name)
return False
def _iter_arguments(arguments: ast.arguments) -> Iterable[ast.arg]:
candidates = [*arguments.posonlyargs, *arguments.args, *arguments.kwonlyargs]
if arguments.vararg is not None:
candidates.append(arguments.vararg)
if arguments.kwarg is not None:
candidates.append(arguments.kwarg)
yield from candidates
def _path_like_argument_names(arguments: ast.arguments, canonical_name: Callable[[str | None], str | None]) -> Iterable[str]:
for argument in _iter_arguments(arguments):
if _is_path_annotation(argument.annotation, canonical_name):
yield argument.arg
def _all_argument_names(arguments: ast.arguments) -> Iterable[str]:
# Every parameter name of a function, unfiltered by annotation -- used to
# seed same-function receiver-alias tracing (see
# `local_receiver_alias_stack`) so a parameter used directly as a call
# receiver (e.g. a constructor-injected dependency) is traceable too.
for argument in _iter_arguments(arguments):
yield argument.arg
def _iter_assigned_names(target: ast.AST) -> Iterable[str]:
if isinstance(target, ast.Name):
yield target.id
return
if isinstance(target, (ast.Tuple, ast.List)):
for element in target.elts:
yield from _iter_assigned_names(element)
def _sync_http_client_chained_method_symbol(call_name: str) -> str | None:
for factory_name, client_base in SYNC_HTTP_CLIENT_FACTORIES.items():
prefix = f"{factory_name}."
if not call_name.startswith(prefix):
continue
method_name = call_name[len(prefix) :]
if method_name in HTTP_METHOD_NAMES:
return f"{client_base}.{method_name}"
return None
def _resolve_call_ref(visitor: BlockingIOStaticVisitor, ref: _CallRef) -> list[str]:
if ref.self_method and ref.class_name is not None:
qualname = f"{ref.class_name}.{ref.name}"
return [qualname] if qualname in visitor.function_defs else []
return list(visitor.functions_by_name.get(ref.name, ()))
def _reachable_functions(visitor: BlockingIOStaticVisitor, roots: Iterable[str]) -> set[str]:
reachable = set(roots)
queue: deque[str] = deque(reachable)
while queue:
qualname = queue.popleft()
for ref in visitor.call_refs.get(qualname, ()):
for target in _resolve_call_ref(visitor, ref):
if target in reachable:
continue
reachable.add(target)
queue.append(target)
return reachable
def _async_reachable_functions(visitor: BlockingIOStaticVisitor) -> set[str]:
return _reachable_functions(
visitor,
(qualname for qualname, info in visitor.function_defs.items() if info.is_async),
)
def _agent_middleware_classes(visitor: BlockingIOStaticVisitor) -> set[str]:
middleware_classes: set[str] = set()
changed = True
while changed:
changed = False
for class_name, bases in visitor.class_bases.items():
if class_name in middleware_classes:
continue
if any(_is_agent_middleware_base(base, middleware_classes) for base in bases):
middleware_classes.add(class_name)
changed = True
return middleware_classes
def _is_agent_middleware_base(base: str, known_middleware_classes: set[str]) -> bool:
leaf = base.rsplit(".", 1)[-1]
return leaf == "AgentMiddleware" or leaf in known_middleware_classes
def _sync_only_agent_middleware_entrypoints(visitor: BlockingIOStaticVisitor) -> set[str]:
entrypoints: set[str] = set()
middleware_classes = _agent_middleware_classes(visitor)
for class_name in middleware_classes:
methods = visitor.class_methods.get(class_name, set())
for sync_hook, async_hook in SYNC_AGENT_MIDDLEWARE_HOOKS.items():
if sync_hook in methods and async_hook not in methods:
qualname = f"{class_name}.{sync_hook}"
if qualname in visitor.function_defs:
entrypoints.add(qualname)
return entrypoints
def _event_loop_exposures(
visitor: BlockingIOStaticVisitor,
async_reachable: set[str],
middleware_reachable: set[str],
) -> dict[str, str]:
exposures: dict[str, str] = {}
for qualname, info in visitor.function_defs.items():
if info.is_async:
exposures[qualname] = "DIRECT_ASYNC"
for qualname in async_reachable:
exposures.setdefault(qualname, "ASYNC_REACHABLE_SAME_FILE")
for qualname in middleware_reachable:
exposures.setdefault(qualname, "SYNC_AGENT_MIDDLEWARE_HOOK")
return exposures
def _priority(operation: str) -> str:
return OPERATION_BASE_PRIORITY[operation]
def _finding_reason(operation: str, exposure: str) -> str:
if exposure == "DIRECT_ASYNC":
return f"{operation} is called directly inside an async function."
if exposure == "ASYNC_REACHABLE_SAME_FILE":
return f"{operation} is statically reachable from an async function in the same file."
if exposure == "SYNC_AGENT_MIDDLEWARE_HOOK":
return f"{operation} is statically reachable from a sync AgentMiddleware hook used by the async graph."
return "Source could not be parsed; scan coverage is incomplete for this file."
def _finalize_findings(visitor: BlockingIOStaticVisitor) -> list[BlockingIOStaticFinding]:
reachable = _async_reachable_functions(visitor)
middleware_reachable = _reachable_functions(visitor, _sync_only_agent_middleware_entrypoints(visitor))
event_loop_exposures = _event_loop_exposures(visitor, reachable, middleware_reachable)
findings: list[BlockingIOStaticFinding] = []
for candidate in visitor.potential_findings:
exposure = event_loop_exposures.get(candidate.function)
if exposure is None:
continue
findings.append(
BlockingIOStaticFinding(
category=candidate.category,
operation=candidate.operation,
priority=_priority(candidate.operation),
path=candidate.path,
line=candidate.line,
column=candidate.column,
function=candidate.function,
exposure=exposure,
symbol=candidate.symbol,
code=candidate.code,
)
)
return findings
def scan_source(source: str, relative_path: str) -> list[BlockingIOStaticFinding]:
"""Scan one in-memory Python source; `relative_path` is reported verbatim in findings."""
source_lines = source.splitlines()
try:
tree = ast.parse(source, filename=relative_path)
except SyntaxError as exc:
line = exc.lineno or 0
code = _source_snippet(source_lines, line)
return [
BlockingIOStaticFinding(
category="PARSE_ERROR",
operation="PARSE_ERROR",
priority="MEDIUM",
path=relative_path,
line=line,
column=max((exc.offset or 1) - 1, 0),
function="<module>",
exposure="PARSE_INCOMPLETE",
symbol="SyntaxError",
code=code,
)
]
visitor = BlockingIOStaticVisitor(relative_path, source_lines)
visitor.visit(tree)
return sorted(_finalize_findings(visitor), key=lambda finding: (finding.path, finding.line, finding.column, finding.category))
def scan_file(path: Path, *, repo_root: Path = REPO_ROOT) -> list[BlockingIOStaticFinding]:
return scan_source(path.read_text(encoding="utf-8"), relative_to_repo(path, repo_root))
def is_ignored_path(path: Path) -> bool:
return any(part in IGNORED_DIR_NAMES for part in path.parts)
def iter_python_files(paths: Iterable[Path]) -> Iterable[Path]:
for path in paths:
if not path.exists() or is_ignored_path(path):
continue
if path.is_file():
if path.suffix == ".py" and not is_ignored_path(path):
yield path
continue
for dirpath, dirnames, filenames in os.walk(path):
dirnames[:] = [dirname for dirname in dirnames if dirname not in IGNORED_DIR_NAMES]
for filename in filenames:
if filename.endswith(".py"):
yield Path(dirpath) / filename
def scan_paths(paths: Iterable[Path], *, repo_root: Path = REPO_ROOT) -> list[BlockingIOStaticFinding]:
findings: list[BlockingIOStaticFinding] = []
for path in sorted(iter_python_files(paths)):
findings.extend(scan_file(path, repo_root=repo_root))
return sorted(findings, key=lambda finding: (finding.path, finding.line, finding.column, finding.category))
def findings_to_json(findings: Sequence[BlockingIOStaticFinding]) -> str:
return json.dumps([finding.to_dict() for finding in findings], indent=2) + "\n"
def write_json_report(findings: Sequence[BlockingIOStaticFinding], output_path: Path) -> None:
output_path.parent.mkdir(parents=True, exist_ok=True)
output_path.write_text(findings_to_json(findings), encoding="utf-8")
def _scan_root(path: str) -> str:
parts = path.split("/")
if parts[:4] == ["backend", "packages", "harness", "deerflow"]:
return "backend/packages/harness/deerflow"
if len(parts) >= 2 and parts[0] == "backend":
return "/".join(parts[:2])
return parts[0] if parts else path
def _format_counter(title: str, counter: Counter[str], *, limit: int | None = None, order: Sequence[str] | None = None) -> list[str]:
lines = [title]
if order is None:
items = sorted(counter.items(), key=lambda item: (-item[1], item[0]))
else:
ordered = [(name, counter[name]) for name in order if counter.get(name)]
ordered_names = {name for name, _ in ordered}
extras = sorted((item for item in counter.items() if item[0] not in ordered_names), key=lambda item: (-item[1], item[0]))
items = ordered + extras
if limit is not None:
items = items[:limit]
width = max((len(str(count)) for _, count in items), default=1)
lines.extend(f" {count:>{width}} {name}" for name, count in items)
return lines
def format_summary(findings: Sequence[BlockingIOStaticFinding], *, output_path: Path | None = None) -> str:
if not findings:
lines = ["No static blocking IO event-loop risk findings in backend business code."]
else:
lines = [
f"Static blocking IO event-loop risk findings: {len(findings)}",
"",
*_format_counter("By category:", Counter(finding.category for finding in findings)),
"",
*_format_counter("By priority:", Counter(finding.priority for finding in findings), order=("HIGH", "MEDIUM", "LOW")),
"",
*_format_counter("By operation:", Counter(finding.operation for finding in findings)),
"",
*_format_counter("By event-loop exposure:", Counter(finding.exposure for finding in findings)),
"",
*_format_counter("By scan root:", Counter(_scan_root(finding.path) for finding in findings)),
"",
*_format_counter("Top files:", Counter(finding.path for finding in findings), limit=10),
]
if output_path is not None:
lines.extend(["", f"Full JSON report: {relative_to_repo(output_path.resolve())}"])
else:
lines.extend(["", "Use --format json for full structured findings."])
return "\n".join(lines)
def format_text(findings: Sequence[BlockingIOStaticFinding]) -> str:
if not findings:
return "No static blocking IO event-loop risk findings in backend business code."
lines: list[str] = []
for finding in findings:
lines.append(f"{finding.priority} {finding.category}/{finding.operation} {finding.path}:{finding.line}:{finding.column + 1} in {finding.function} exposure={finding.exposure}")
lines.append(f" symbol: {finding.symbol}")
lines.append(f" reason: {_finding_reason(finding.operation, finding.exposure)}")
if finding.code:
lines.append(f" code: {finding.code}")
return "\n".join(lines)
def build_parser() -> argparse.ArgumentParser:
parser = argparse.ArgumentParser(description=("Statically inventory blocking IO calls that may block the backend asyncio event loop. Findings are prioritized review candidates, not automatic bug decisions."))
parser.add_argument(
"paths",
nargs="*",
type=Path,
help="Files or directories to scan. Defaults to backend app and harness sources.",
)
parser.add_argument(
"--format",
choices=("summary", "text", "json"),
default="summary",
help="Output format.",
)
parser.add_argument(
"--output",
type=Path,
help="Write the complete finding list as JSON to this file.",
)
return parser
def main(argv: Sequence[str] | None = None) -> int:
parser = build_parser()
args = parser.parse_args(argv)
paths = args.paths or list(DEFAULT_SCAN_PATHS)
findings = scan_paths(paths)
output_path = args.output
if output_path is not None:
write_json_report(findings, output_path)
if args.format == "summary":
print(format_summary(findings, output_path=output_path))
elif args.format == "json":
print(findings_to_json(findings), end="")
else:
print(format_text(findings))
return 0