fix(providers): apply fallback policy to raised errors

This commit is contained in:
KDB
2026-09-03 18:31:35 +08:00
committed by Xubin Ren
parent 0ec6aee621
commit 18d1a325b6
2 changed files with 257 additions and 3 deletions
+71 -3
View File
@@ -4,11 +4,13 @@
from __future__ import annotations
import asyncio
import time
from collections.abc import Awaitable, Callable
from dataclasses import replace
from typing import Any
import httpx
from loguru import logger
from nanobot.providers.base import (
@@ -59,6 +61,7 @@ _AUTHENTICATION_ERROR_TOKENS = (
"access_denied",
"account_deactivated",
"organization_deactivated",
"not logged in",
)
_NON_FALLBACK_ERROR_KINDS = frozenset({
"content_filter",
@@ -428,7 +431,14 @@ class FallbackProvider(LLMProvider):
if self._primary_available():
primary_was_attempted = True
response = await call(self._primary, kwargs)
response, primary_exception = await self._call_provider(
call, self._primary, kwargs
)
if primary_exception is not None:
logger.warning(
"Primary model '{}' raised {} before responding",
primary_model, type(primary_exception).__name__,
)
if response.finish_reason != "error":
self._primary_failures = 0
self._primary_tripped_at = None
@@ -457,7 +467,7 @@ class FallbackProvider(LLMProvider):
if not self._should_fallback(response):
logger.warning(
"Primary model '{}' returned non-fallbackable error: {}",
"Primary model '{}' failed with non-fallbackable error: {}",
primary_model,
(response.content or "")[:120],
)
@@ -544,7 +554,14 @@ class FallbackProvider(LLMProvider):
fallback_kwargs.pop("reasoning_effort", None)
else:
fallback_kwargs["reasoning_effort"] = fallback.reasoning_effort
fallback_response = await call(fallback_provider, fallback_kwargs)
fallback_response, fallback_exception = await self._call_provider(
call, fallback_provider, fallback_kwargs
)
if fallback_exception is not None:
logger.warning(
"Fallback '{}' raised {}",
fallback_model, type(fallback_exception).__name__,
)
if fallback_response.finish_reason != "error":
# Do not publish a model switch merely because a fallback was
@@ -593,6 +610,57 @@ class FallbackProvider(LLMProvider):
error_should_retry=True,
)
@staticmethod
async def _call_provider(
call: Callable[[LLMProvider, dict[str, Any]], Awaitable[LLMResponse]],
provider: LLMProvider,
kwargs: dict[str, Any],
) -> tuple[LLMResponse, Exception | None]:
"""Turn provider exceptions into error responses without swallowing cancellation."""
try:
return await call(provider, kwargs), None
except asyncio.CancelledError:
raise
except Exception as exc:
error_name = type(exc).__name__.lower()
error_kind: str | None = None
error_should_retry: bool | None = None
if isinstance(exc, (httpx.TimeoutException, asyncio.TimeoutError)):
error_kind = "timeout"
error_should_retry = True
elif isinstance(exc, (httpx.NetworkError, httpx.TransportError, ConnectionError)):
error_kind = "connection"
error_should_retry = True
elif any(
token in error_name
for token in ("auth", "credential", "permissiondenied", "unauthor")
):
error_kind = "authentication"
elif "ratelimit" in error_name or "throttl" in error_name:
error_kind = "rate_limit"
error_should_retry = True
elif "server" in error_name or "internal" in error_name:
error_kind = "server_error"
error_should_retry = True
response = getattr(exc, "response", None)
raw_status = getattr(exc, "status_code", None)
if raw_status is None and response is not None:
raw_status = getattr(response, "status_code", None)
try:
error_status_code = int(raw_status) if raw_status is not None else None
except (TypeError, ValueError):
error_status_code = None
detail = str(exc).strip() or type(exc).__name__
return LLMResponse(
content=f"Error calling LLM: {detail}",
finish_reason="error",
error_status_code=error_status_code,
error_kind=error_kind,
error_should_retry=error_should_retry,
), exc
async def _notify_fallback_model(self, model: str) -> None:
if self._fallback_model_observer is None:
return
+186
View File
@@ -2,9 +2,11 @@
from __future__ import annotations
import asyncio
from typing import Any
from unittest.mock import AsyncMock, MagicMock, patch
import httpx
import pytest
from loguru import logger
@@ -347,6 +349,190 @@ class TestNoFallbackWhenPrimarySucceeds:
factory.assert_not_called()
class _RaisingProvider(LLMProvider):
"""Provider whose chat/chat_stream raise, like an auth/setup failure."""
def __init__(self, name: str = "raiser", exc: BaseException | None = None):
super().__init__()
self.name = name
self._exc = exc if exc is not None else RuntimeError("GitHub Copilot is not logged in.")
def get_default_model(self) -> str:
return f"{self.name}/model"
async def chat(self, **kwargs: Any) -> LLMResponse:
raise self._exc
async def chat_stream(self, **kwargs: Any) -> LLMResponse:
raise self._exc
class _StreamingThenRaisingProvider(_RaisingProvider):
async def chat_stream(self, **kwargs: Any) -> LLMResponse:
on_content_delta = kwargs.get("on_content_delta")
if on_content_delta:
await on_content_delta("partial")
raise self._exc
class TestFallbackWhenPrimaryRaises:
@pytest.mark.parametrize(
"exc",
[TimeoutError(), httpx.ReadTimeout(""), httpx.ConnectError("")],
ids=["asyncio-timeout", "httpx-timeout", "connection"],
)
@pytest.mark.asyncio
async def test_transient_exception_triggers_fallback(self, exc: Exception) -> None:
"""Transient exceptions remain eligible even when their messages are empty."""
primary = _RaisingProvider("primary", exc)
fallback = _FakeProvider("fallback", _make_response("fallback ok"))
factory = MagicMock(return_value=fallback)
fb = FallbackProvider(
primary=primary,
fallback_presets=[_fallback("fallback-a")],
provider_factory=factory,
)
result = await fb.chat(messages=[{"role": "user", "content": "hi"}], model="primary-model")
assert result.content == "fallback ok"
assert result.finish_reason == "stop"
factory.assert_called_once_with(_fallback("fallback-a"))
@pytest.mark.asyncio
async def test_primary_exception_triggers_fallback(self) -> None:
"""A primary whose chat() raises must not abort failover.
GitHubCopilotProvider.chat refreshes its token before the request and
raises when not logged in; the exception must be treated as a
fallbackable primary error, not swallow the whole fallback chain.
"""
primary = _RaisingProvider("primary")
fallback = _FakeProvider("fallback", _make_response("fallback ok"))
factory = MagicMock(return_value=fallback)
fb = FallbackProvider(
primary=primary,
fallback_presets=[_fallback("fallback-a")],
provider_factory=factory,
)
result = await fb.chat(messages=[{"role": "user", "content": "hi"}], model="primary-model")
assert result.content == "fallback ok"
assert result.finish_reason == "stop"
factory.assert_called_once_with(_fallback("fallback-a"))
@pytest.mark.parametrize(
"exc",
[
ValueError("unexpected response shape"),
PermissionError("local provider file access failed"),
],
ids=["value-error", "local-permission-error"],
)
@pytest.mark.asyncio
async def test_non_fallbackable_primary_exception_does_not_trigger_fallback(
self, exc: Exception,
) -> None:
"""An unrelated provider bug must not silently switch models."""
primary = _RaisingProvider("primary", exc)
factory = MagicMock(
return_value=_FakeProvider("fallback", _make_response("fallback"))
)
fb = FallbackProvider(
primary=primary,
fallback_presets=[_fallback("fallback-a")],
provider_factory=factory,
)
result = await fb.chat(
messages=[{"role": "user", "content": "hi"}],
model="primary-model",
)
assert result.finish_reason == "error"
assert result.content is not None
assert str(exc) in result.content
factory.assert_not_called()
@pytest.mark.asyncio
async def test_fallback_exception_advances_to_next_fallback(self) -> None:
"""A fallback whose chat() raises must advance to the next fallback."""
primary = _FakeProvider("primary", _error_response())
raising_fb = _RaisingProvider("fb1")
ok_fb = _FakeProvider("fb2", _make_response("second fallback ok"))
factory = MagicMock(side_effect=[raising_fb, ok_fb])
fb = FallbackProvider(
primary=primary,
fallback_presets=[_fallback("fallback-a"), _fallback("fallback-b")],
provider_factory=factory,
)
result = await fb.chat(messages=[{"role": "user", "content": "hi"}], model="primary-model")
assert result.content == "second fallback ok"
assert result.finish_reason == "stop"
@pytest.mark.asyncio
async def test_primary_exception_stream_triggers_fallback(self) -> None:
"""Streaming path: a raising primary still fails over when nothing streamed."""
primary = _RaisingProvider("primary")
fallback = _FakeProvider("fallback", _make_response("fallback ok"))
factory = MagicMock(return_value=fallback)
fb = FallbackProvider(
primary=primary,
fallback_presets=[_fallback("fallback-a")],
provider_factory=factory,
)
result = await fb.chat_stream(messages=[{"role": "user", "content": "hi"}], model="primary-model")
assert result.content == "fallback ok"
assert result.finish_reason == "stop"
@pytest.mark.asyncio
async def test_primary_exception_after_streaming_does_not_duplicate_output(self) -> None:
"""Once content was emitted, an exception must not start a replacement stream."""
primary = _StreamingThenRaisingProvider("primary")
factory = MagicMock(return_value=_FakeProvider("fallback", _make_response("duplicate")))
deltas: list[str] = []
fb = FallbackProvider(
primary=primary,
fallback_presets=[_fallback("fallback-a")],
provider_factory=factory,
)
async def collect_delta(text: str) -> None:
deltas.append(text)
result = await fb.chat_stream(
messages=[{"role": "user", "content": "hi"}],
model="primary-model",
on_content_delta=collect_delta,
)
assert deltas == ["partial"]
assert result.finish_reason == "error"
factory.assert_not_called()
@pytest.mark.asyncio
async def test_primary_cancellation_is_not_converted_to_failover(self) -> None:
"""Task cancellation must retain asyncio cancellation semantics."""
primary = _RaisingProvider("primary", asyncio.CancelledError())
factory = MagicMock(return_value=_FakeProvider("fallback", _make_response("fallback")))
fb = FallbackProvider(
primary=primary,
fallback_presets=[_fallback("fallback-a")],
provider_factory=factory,
)
with pytest.raises(asyncio.CancelledError):
await fb.chat(messages=[{"role": "user", "content": "hi"}])
factory.assert_not_called()
class TestFallbackOnPrimaryError:
@pytest.mark.asyncio
async def test_first_fallback_succeeds(self) -> None: