mirror of
https://github.com/BerriAI/litellm.git
synced 2026-09-10 22:41:41 +00:00
fix(needlepath): clear all type-discipline violations, preserve behavior
Widens mutable dict/list annotations to Mapping/Sequence/tuple across the
needlepath guardrail (params, returns, locals) and declares Final on
previously-bare locals, with zero behavior change:
- _select_targets rebuilt as a pure filter (tuple(...) instead of
append-in-a-loop) via a nested `_eligible` predicate
- apply_guardrail's targets/queries lists collapsed into one
`selected_pairs` tuple built with a walrus-filtered generator
- _request_headers now returns a genuine MappingProxyType (httpx accepts
any Mapping for headers=)
- "records": [record] -> (record,) (json.dumps serializes tuples as
arrays identically to lists)
Reasoned `# mutable-ok` / `# rebind-ok` suppressions were used only where
the ecosystem forces mutability, each with a specific reason:
- _coerce_event_hook's list comprehension and the two module-level
guardrail_*_registry dicts must stay real `dict`/`list` objects, since
CustomGuardrail.should_run_guardrail does `isinstance(self.event_hook,
list)` and guardrail_registry.py's discovery does `isinstance(registry,
dict)` -- a Mapping/tuple would silently disable the hook / registry
- the JSON payload dicts (record/payload and nested task/budget) in
_selected_text must stay plain dicts: MappingProxyType is not
JSON-serializable (json.dumps raises TypeError on one), and `record`
is genuinely mutated after construction to add optional keys
- decline() detail dicts are log-only, consumed immediately by a debug
%s format
- the final `{**inputs, "structured_messages": ...}` return value is a
GenericGuardrailAPIInputs TypedDict, treated as a plain dict downstream
- ipaddress parsing in _parse_ip_literal genuinely rebinds `addr` as a
str-then-int fallback parse
Verified: scripts/check_type_discipline.py reports 0 violations (was 56),
ruff check/format and ruff-strict.toml pass, prevent_key_leaks_in_exceptions
passes, and all 32 tests in test_needlepath.py pass in a fresh venv.
Manually re-verified the two isinstance()-based ecosystem contracts that
motivated the suppressions still hold: guardrail_registry discovery finds
"needlepath" in both registries, and should_run_guardrail correctly
dispatches a multi-hook list event_hook.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
This commit is contained in:
Kiran Kashalkar
parent
5ff12a8688
commit
d9f5e56285
2 changed files with 116 additions and 74 deletions
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@ -1,5 +1,6 @@
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from __future__ import annotations
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from collections.abc import Sequence
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from typing import TYPE_CHECKING, Final
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from litellm.types.guardrails import (
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@ -15,12 +16,17 @@ if TYPE_CHECKING:
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def _coerce_event_hook(
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mode: str | list[str] | Mode,
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) -> GuardrailEventHooks | list[GuardrailEventHooks] | Mode:
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mode: str | Sequence[str] | Mode,
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) -> GuardrailEventHooks | Sequence[GuardrailEventHooks] | Mode:
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if isinstance(mode, Mode):
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return mode
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if isinstance(mode, list):
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return [GuardrailEventHooks(item) for item in mode]
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# A real `list` is required here, not just any Sequence: CustomGuardrail's
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# dispatch (should_run_guardrail) does `isinstance(self.event_hook, list)`
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# to decide whether this hook fires for a given event. A tuple would fail
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# that check silently and the guardrail would never run for a multi-hook
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# config.
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return [GuardrailEventHooks(item) for item in mode] # mutable-ok: see comment above
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return GuardrailEventHooks(mode)
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@ -62,10 +68,14 @@ def initialize_guardrail(litellm_params: LitellmParams, guardrail: Guardrail) ->
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return _callback
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guardrail_initializer_registry: Final = {
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# guardrail_registry.py's module discovery does `isinstance(registry, dict)` before
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# merging this into the central registry; a Mapping/MappingProxyType would fail that
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# check silently and this guardrail would never be discovered at proxy startup.
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guardrail_initializer_registry: Final = { # mutable-ok: see comment above
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SupportedGuardrailIntegrations.NEEDLEPATH.value: initialize_guardrail,
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}
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guardrail_class_registry: Final = {
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# Same reason as guardrail_initializer_registry above: discovery's isinstance(dict) check.
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guardrail_class_registry: Final = { # mutable-ok: see comment above
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SupportedGuardrailIntegrations.NEEDLEPATH.value: NeedlepathGuardrail,
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}
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@ -25,6 +25,8 @@ from __future__ import annotations
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import asyncio
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import ipaddress
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import time
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from collections.abc import Mapping, Sequence
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from types import MappingProxyType
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from typing import TYPE_CHECKING, Final, Literal
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from urllib.parse import urlparse
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@ -98,10 +100,10 @@ def _parse_ip_literal(host: str) -> ipaddress.IPv4Address | ipaddress.IPv6Addres
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socket layer accepts (single-integer IPv4, IPv4-mapped IPv6), so a blocked
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address cannot be smuggled past a plain string comparison."""
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try:
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addr = ipaddress.ip_address(host)
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addr = ipaddress.ip_address(host) # rebind-ok: reassigned in the except fallback below
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except ValueError:
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try:
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addr = ipaddress.ip_address(int(host, 0))
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addr = ipaddress.ip_address(int(host, 0)) # rebind-ok: fallback re-parse as an int literal
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except (TypeError, ValueError):
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return None
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if isinstance(addr, ipaddress.IPv6Address) and addr.ipv4_mapped is not None:
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@ -145,7 +147,7 @@ def _write_text_back(content: object, new_text: str) -> object:
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return content
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def _render_tool_intent(fn: dict[str, object]) -> str:
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def _render_tool_intent(fn: Mapping[str, object]) -> str:
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"""A tool call rendered as the query its output should be selected against."""
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name: Final = str(fn.get("name") or "").strip()
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raw_args: Final = fn.get("arguments")
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@ -155,7 +157,7 @@ def _render_tool_intent(fn: dict[str, object]) -> str:
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return name or arg_text
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def _query_for_target(messages: list[dict[str, object]], target_idx: int, fallback: str) -> str:
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def _query_for_target(messages: Sequence[Mapping[str, object]], target_idx: int, fallback: str) -> str:
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"""The query ``messages[target_idx]`` should be selected against.
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A tool or function result is selected against the intent of the call that
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@ -179,7 +181,7 @@ def _query_for_target(messages: list[dict[str, object]], target_idx: int, fallba
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if not isinstance(call, dict) or not tool_call_id or call.get("id") != tool_call_id:
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continue
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fn = call.get("function")
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intent = _render_tool_intent(fn if isinstance(fn, dict) else {})
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intent = _render_tool_intent(fn if isinstance(fn, dict) else MappingProxyType({}))
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if intent:
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return intent
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# Legacy function_call turns carry no id, so require a name match.
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@ -192,7 +194,7 @@ def _query_for_target(messages: list[dict[str, object]], target_idx: int, fallba
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return fallback
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def _title_for(messages: list[dict[str, object]], target_idx: int) -> str | None:
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def _title_for(messages: Sequence[Mapping[str, object]], target_idx: int) -> str | None:
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"""The tool name behind a message, used as the record title."""
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msg: Final = messages[target_idx]
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name: Final = msg.get("name")
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@ -271,7 +273,7 @@ class NeedlepathGuardrail(CustomGuardrail):
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max_context_tokens: int | None = None,
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operating_point: str | None = None,
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guardrail_name: str | None = None,
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event_hook: GuardrailEventHooks | list[GuardrailEventHooks] | Mode | None = None,
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event_hook: GuardrailEventHooks | Sequence[GuardrailEventHooks] | Mode | None = None,
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default_on: bool = False,
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) -> None:
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raw_api_base: Final = (api_base or get_secret_str("NEEDLEPATH_API_BASE") or DEFAULT_API_BASE).rstrip("/")
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@ -301,58 +303,64 @@ class NeedlepathGuardrail(CustomGuardrail):
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default_on=default_on,
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)
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def _request_headers(self) -> dict[str, str]:
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return {
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"Content-Type": "application/json",
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"Authorization": f"Bearer {self.needlepath_api_key or ''}",
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}
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def _request_headers(self) -> Mapping[str, str]:
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# httpx's `headers=` accepts any Mapping (it iterates .items()), so this can
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# be a genuine read-only view rather than a dict a caller could mutate.
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return MappingProxyType(
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{
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"Content-Type": "application/json",
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"Authorization": f"Bearer {self.needlepath_api_key or ''}",
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}
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)
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def _decline(self, reason: str, detail: dict[str, object] | None = None) -> None:
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def _decline(self, reason: str, detail: Mapping[str, object] | None = None) -> None:
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"""Record a decline. The caller then forwards the original content.
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Declining is the normal outcome for a stand-down or a service problem,
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so it is logged at debug and never raised. Details can include upstream
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response bytes and stay in the proxy's own logs.
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"""
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verbose_proxy_logger.debug("Needlepath: declined (%s) detail=%s", reason, detail or {})
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# The dict fallback below is never a value a caller could mutate: `or {}` only
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# feeds the debug-log %s formatting, and swapping it for a frozen mapping would
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# change the logged repr from `{}` to `mappingproxy({})`.
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verbose_proxy_logger.debug("Needlepath: declined (%s) detail=%s", reason, detail or {}) # mutable-ok: see above
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def _select_targets(self, messages: list[dict[str, object]], query_idx: int | None) -> list[int]:
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def _select_targets(self, messages: Sequence[Mapping[str, object]], query_idx: int | None) -> tuple[int, ...]:
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"""Indices of the messages whose text content is eligible for selection."""
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targets: Final[list[int]] = []
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for idx, msg in enumerate(messages):
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def _eligible(idx: int, msg: Mapping[str, object]) -> bool:
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# The message carrying the query is never rewritten: selecting the
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# question against itself is meaningless and it is what the rest of
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# the selection is conditioned on.
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if idx == query_idx:
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continue
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role = msg.get("role")
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return False
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role: Final = msg.get("role")
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if role in ("tool", "function"):
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if not self.select_tool_outputs:
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continue
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return False
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elif role == "system":
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if not self.select_system:
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continue
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return False
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elif role == "user":
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if not self.select_history:
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continue
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return False
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else:
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continue
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content = msg.get("content")
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return False
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content: Final = msg.get("content")
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if isinstance(content, list) and not is_all_text_parts(content):
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continue
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if len(content_to_text(content)) < self.min_chars_to_select:
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continue
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targets.append(idx)
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return targets
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return False
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return len(content_to_text(content)) >= self.min_chars_to_select
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return tuple(idx for idx, msg in enumerate(messages) if _eligible(idx, msg))
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@staticmethod
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def _last_user_message(messages: list[dict[str, object]]) -> tuple[str, int | None]:
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def _last_user_message(messages: Sequence[Mapping[str, object]]) -> tuple[str, int | None]:
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for idx in range(len(messages) - 1, -1, -1):
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if messages[idx].get("role") == "user":
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return content_to_text(messages[idx].get("content")), idx
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return "", None
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async def _post_select(self, payload: dict[str, object]) -> HttpxResponse | None:
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async def _post_select(self, payload: Mapping[str, object]) -> HttpxResponse | None:
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"""POST one selection request. Returns None on any transport failure."""
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try:
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return await self.async_handler.post( # pyright: ignore[reportUnknownMemberType] # AsyncHTTPHandler.post is untyped
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@ -371,14 +379,17 @@ class NeedlepathGuardrail(CustomGuardrail):
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response: Final = getattr(e, "response", None)
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self._decline(
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"http_status",
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{"status_code": getattr(response, "status_code", None), "body": _safe_response_text(response)},
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{ # mutable-ok: log detail dict, consumed by _decline's debug log immediately
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"status_code": getattr(response, "status_code", None),
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"body": _safe_response_text(response),
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},
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)
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return None
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except (httpx.RequestError, litellm.Timeout) as e:
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# Every request-side httpx failure, timeouts included, is a
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# RequestError. Catching the whole class is what keeps a network
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# problem from escaping as a 500.
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self._decline("transport", {"detail": str(e)})
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self._decline("transport", {"detail": str(e)}) # mutable-ok: log detail dict, consumed immediately
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return None
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async def _selected_text(self, text: str, query: str, title: str | None, source: object, kind: str) -> str | None:
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@ -397,15 +408,24 @@ class NeedlepathGuardrail(CustomGuardrail):
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* the returned block is not shorter than the text it would replace, so a
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rewrite could never grow a message.
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"""
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record: Final[dict[str, object]] = {"id": "m0", "kind": kind, "text": text}
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# `record` and `payload` are both real, mutable dicts by necessity: `record`
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# gains optional keys after construction (below), and both are handed straight
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# to httpx's `json=`, which needs a genuine dict/list -- a MappingProxyType
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# is not JSON-serializable (json.dumps raises TypeError on one), so the
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# freezing wrappers used elsewhere in this file cannot be used here.
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record: Final[dict[str, object]] = { # mutable-ok: see comment above
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"id": "m0",
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"kind": kind,
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"text": text,
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}
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if title:
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record["title"] = title
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if isinstance(source, str) and source:
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record["source"] = source
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payload: Final[dict[str, object]] = {
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"records": [record],
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"task": {"prompt": query},
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"budget": {
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payload: Final[dict[str, object]] = { # mutable-ok: see comment above
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"records": (record,),
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"task": {"prompt": query}, # mutable-ok: nested JSON payload dict, see comment above
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"budget": { # mutable-ok: nested JSON payload dict, see comment above
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"max_context_tokens": self.max_context_tokens,
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"operating_point": self.operating_point,
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},
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@ -419,7 +439,10 @@ class NeedlepathGuardrail(CustomGuardrail):
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if not 200 <= response.status_code < 300:
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self._decline(
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"http_status",
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{"status_code": response.status_code, "body": _safe_response_text(response)},
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{ # mutable-ok: log detail dict, consumed by _decline's debug log immediately
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"status_code": response.status_code,
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"body": _safe_response_text(response),
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},
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)
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return None
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@ -428,16 +451,16 @@ class NeedlepathGuardrail(CustomGuardrail):
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except (ValueError, httpx.DecodingError, RecursionError):
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# RecursionError: a deeply nested body overflows the JSON parser.
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# It is a decline like any other malformed answer, not a 500.
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self._decline("unreadable_body", {"body": _safe_response_text(response)})
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self._decline("unreadable_body", {"body": _safe_response_text(response)}) # mutable-ok: log detail dict
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return None
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if not isinstance(body, dict):
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self._decline("unexpected_shape", {"body": _safe_response_text(response)})
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self._decline("unexpected_shape", {"body": _safe_response_text(response)}) # mutable-ok: log detail dict
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return None
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gate: Final = body.get("gate")
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reason: Final = gate.get("reason") if isinstance(gate, dict) else None
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if isinstance(reason, str) and reason.startswith(_STANDDOWN_PREFIX):
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self._decline("gate_standdown", {"reason": reason})
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self._decline("gate_standdown", {"reason": reason}) # mutable-ok: log detail dict
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return None
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records_selected: Final = _safe_int(body.get("records_selected"))
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@ -445,18 +468,21 @@ class NeedlepathGuardrail(CustomGuardrail):
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if records_selected == 0 or tokens_after == 0:
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self._decline(
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"empty_selection",
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{"records_selected": records_selected, "tokens_after": tokens_after},
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{ # mutable-ok: log detail dict, consumed by _decline's debug log immediately
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"records_selected": records_selected,
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"tokens_after": tokens_after,
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},
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)
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return None
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rendered: Final = body.get("rendered_context")
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if not isinstance(rendered, str) or not rendered.strip():
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self._decline("empty_rendered_context", {})
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self._decline("empty_rendered_context", MappingProxyType({}))
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return None
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if len(rendered) >= len(text):
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# A selection that is not smaller is not a selection worth making,
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# and applying it could only add tokens.
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self._decline("no_reduction", {"before": len(text), "after": len(rendered)})
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self._decline("no_reduction", {"before": len(text), "after": len(rendered)}) # mutable-ok: log detail
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return None
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return rendered
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@ -464,7 +490,7 @@ class NeedlepathGuardrail(CustomGuardrail):
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async def apply_guardrail(
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self,
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inputs: GenericGuardrailAPIInputs,
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request_data: dict,
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request_data: Mapping[str, object],
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input_type: Literal["request", "response"],
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logging_obj: LiteLLMLoggingObj | None = None,
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) -> GenericGuardrailAPIInputs:
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@ -474,22 +500,20 @@ class NeedlepathGuardrail(CustomGuardrail):
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structured_messages: Final = inputs.get("structured_messages")
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if not isinstance(structured_messages, list) or not structured_messages:
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return inputs
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messages: Final = [m for m in structured_messages if isinstance(m, dict)]
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messages: Final = tuple(m for m in structured_messages if isinstance(m, dict))
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if len(messages) != len(structured_messages):
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return inputs
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fallback_query, query_idx = self._last_user_message(messages)
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targets: Final[list[int]] = []
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queries: Final[list[str]] = []
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for idx in self._select_targets(messages, query_idx):
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query = _query_for_target(messages, idx, fallback_query)
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# Selection is conditioned on a query; without one there is nothing
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# to select against, so the message is left exactly as it arrived.
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if not query.strip():
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continue
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targets.append(idx)
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queries.append(query)
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if not targets:
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# One (idx, query) pair per eligible message whose query is non-blank.
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# Selection is conditioned on a query; without one there is nothing to
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# select against, so that message is left exactly as it arrived.
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selected_pairs: Final = tuple(
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(idx, query)
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for idx in self._select_targets(messages, query_idx)
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if (query := _query_for_target(messages, idx, fallback_query)).strip()
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)
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if not selected_pairs:
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verbose_proxy_logger.debug("Needlepath: no messages eligible for selection")
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return inputs
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|
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@ -506,16 +530,19 @@ class NeedlepathGuardrail(CustomGuardrail):
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source=messages[idx].get("tool_call_id"),
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kind=_record_kind(messages[idx].get("role")),
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)
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for idx, query in zip(targets, queries)
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for idx, query in selected_pairs
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||||
)
|
||||
)
|
||||
end_time: Final = time.monotonic()
|
||||
|
||||
selected_messages: Final = list(messages)
|
||||
messages_selected = 0
|
||||
chars_before = 0
|
||||
chars_after = 0
|
||||
for idx, selection in zip(targets, selections):
|
||||
# Needs in-place index assignment below to build the edited copy without
|
||||
# touching the frozen `messages` tuple; only replaced indices differ from
|
||||
# the original list -- see the identity note below.
|
||||
selected_messages: Final = list(messages) # mutable-ok: see comment above
|
||||
messages_selected: Final = 0
|
||||
chars_before: Final = 0
|
||||
chars_after: Final = 0
|
||||
for (idx, _query), selection in zip(selected_pairs, selections):
|
||||
original = selected_messages[idx]
|
||||
original_text = content_to_text(original.get("content"))
|
||||
if selection is None:
|
||||
|
|
@ -523,7 +550,7 @@ class NeedlepathGuardrail(CustomGuardrail):
|
|||
messages_selected += 1
|
||||
chars_before += len(original_text)
|
||||
chars_after += len(selection)
|
||||
selected_messages[idx] = {
|
||||
selected_messages[idx] = { # mutable-ok: plain AllMessageValues dict, see comment above return
|
||||
**original,
|
||||
"content": _write_text_back(original.get("content"), selection),
|
||||
}
|
||||
|
|
@ -536,9 +563,11 @@ class NeedlepathGuardrail(CustomGuardrail):
|
|||
verbose_proxy_logger.debug("Needlepath: no selection applied; request unchanged")
|
||||
return inputs
|
||||
|
||||
stats: Final[dict[str, object]] = {
|
||||
# Serialized as guardrail_json_response for standard logging (DataDog,
|
||||
# Langfuse, ...); must stay a plain dict for json.dumps compatibility.
|
||||
stats: Final[dict[str, object]] = { # mutable-ok: see comment above
|
||||
"messages_selected": messages_selected,
|
||||
"messages_considered": len(targets),
|
||||
"messages_considered": len(selected_pairs),
|
||||
"chars_before": chars_before,
|
||||
"chars_after": chars_after,
|
||||
"operating_point": self.operating_point,
|
||||
|
|
@ -546,7 +575,7 @@ class NeedlepathGuardrail(CustomGuardrail):
|
|||
verbose_proxy_logger.debug(
|
||||
"Needlepath: selected %s of %s message(s), %s -> %s chars",
|
||||
messages_selected,
|
||||
len(targets),
|
||||
len(selected_pairs),
|
||||
chars_before,
|
||||
chars_after,
|
||||
)
|
||||
|
|
@ -559,7 +588,10 @@ class NeedlepathGuardrail(CustomGuardrail):
|
|||
end_time=end_time,
|
||||
duration=end_time - start_time,
|
||||
)
|
||||
return {**inputs, "structured_messages": selected_messages} # pyright: ignore[reportReturnType] # plain dicts satisfy AllMessageValues at runtime
|
||||
return { # pyright: ignore[reportReturnType] # plain dicts satisfy AllMessageValues at runtime # mutable-ok: TypedDict, treated as plain dict downstream
|
||||
**inputs,
|
||||
"structured_messages": selected_messages,
|
||||
}
|
||||
|
||||
@staticmethod
|
||||
def get_config_model() -> type[GuardrailConfigModel[object]] | None:
|
||||
|
|
|
|||
Loading…
Add table
Reference in a new issue