Wait out LLM outages with backoff (L5) #116

Merged
dev-agent merged 1 commits from llm-retry into main 2026-10-07 22:29:41 +00:00
3 changed files with 116 additions and 8 deletions

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+34 -8
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@@ -39,6 +39,13 @@ class LLMError(RuntimeError):
RATE_LIMIT_STATUS = 429
RATE_LIMIT_RETRY_S = 20.0
# The proxy, or what's behind it, briefly gone: a 502/503/504 or a dropped
# connection. Outages delay, never fail (L5): waited out with backoff before
# the work is stopped. Not a 500 (it may be the request) and not a timeout
# (a hung model has had its request_timeout_s already).
OUTAGE_STATUSES = frozenset({502, 503, 504})
OUTAGE_BACKOFF_S = (5.0, 15.0, 45.0)
# Generous by default. Output is billed by what is produced, not by the
# ceiling, and a ceiling too low does not fail loudly — it truncates a tool
# call mid-argument and hands back something that parses. Measured: Opus
@@ -381,20 +388,39 @@ class AnthropicPassthroughClient:
def _post_with_rate_limit_retry(
http: httpx.Client, path: str, body: dict[str, Any], sleep: Any
) -> tuple[httpx.Response, float]:
"""The response, and how long was spent waiting out a rate limit."""
"""The response, and how long was spent waiting: out a rate limit (once)
or an outage (with backoff), not on the model."""
waited = 0.0
for attempt in (1, 2):
rate_limited = False
outages = iter(OUTAGE_BACKOFF_S)
while True:
try:
response = http.post(path, json=body)
except httpx.TimeoutException as exc:
raise UpstreamUnavailable(f"LLM request failed: {exc}") from exc
except httpx.HTTPError as exc:
# Could not reach the proxy at all: nothing about the request was
# wrong, so callers holding work in progress should keep it.
raise UpstreamUnavailable(f"LLM request failed: {exc}") from exc
if response.status_code != RATE_LIMIT_STATUS or attempt == 2:
return response, waited
sleep(RATE_LIMIT_RETRY_S)
waited += RATE_LIMIT_RETRY_S
raise AssertionError("unreachable")
pause = next(outages, None)
if pause is None:
raise UpstreamUnavailable(f"LLM request failed: {exc}") from exc
sleep(pause)
waited += pause
continue
if response.status_code == RATE_LIMIT_STATUS and not rate_limited:
rate_limited = True
sleep(RATE_LIMIT_RETRY_S)
waited += RATE_LIMIT_RETRY_S
continue
if response.status_code in OUTAGE_STATUSES and not _looks_like_budget_refusal(
response.text
):
pause = next(outages, None)
if pause is not None:
sleep(pause)
waited += pause
continue
return response, waited
# Model families we have a native renderer adapter for. L9: delegations take
+3
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@@ -143,6 +143,9 @@ class FakeTransport:
def build_offline(tmp_path: Path, origin: Path, monkeypatch: Any) -> Any:
"""Assemble the real graph with only the network boundaries faked."""
config = config_for(tmp_path)
# The proxy here doesn't exist: a call to it fails at once rather than
# waiting out an outage's backoff (L5).
monkeypatch.setattr("nisse_dev.llm.OUTAGE_BACKOFF_S", ())
monkeypatch.setattr(
"nisse_dev.agent.GiteaClient.whoami", lambda self: "nisse-dev-testing"
+79
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@@ -14,6 +14,7 @@ from nisse_dev.canonical import (
from nisse_dev.envfile import load_env_file
from nisse_dev.llm import (
DEFAULT_MAX_OUTPUT_TOKENS,
OUTAGE_BACKOFF_S,
RATE_LIMIT_RETRY_S,
AnthropicPassthroughClient,
BudgetExhausted,
@@ -432,3 +433,81 @@ def test_the_answering_model_is_recorded() -> None:
)
client.complete(EVENTS, tools=None, model="local-fast")
assert client.last_model == "gpt-test-1"
# --- outages delay, never fail (L5) --------------------------------------------
def test_a_gateway_error_is_waited_out_with_backoff() -> None:
responses = [
httpx.Response(502, text="bad gateway"),
httpx.Response(503, text="unavailable"),
completion({"content": "back"}),
]
waited: list[float] = []
client = make_client(lambda request: responses.pop(0), sleep=waited.append)
[event] = client.complete(EVENTS, tools=None, model="local/qwen")
assert isinstance(event, AssistantText) and event.text == "back"
assert waited == list(OUTAGE_BACKOFF_S[:2])
# Waiting isn't the model's time.
assert client.last_rate_limit_wait_s == sum(OUTAGE_BACKOFF_S[:2])
def test_an_outage_that_outlasts_the_backoff_is_surfaced() -> None:
attempts: list[int] = []
waited: list[float] = []
def handler(request: httpx.Request) -> httpx.Response:
attempts.append(1)
return httpx.Response(502, text="bad gateway")
client = make_client(handler, sleep=waited.append)
with pytest.raises(UpstreamUnavailable, match="502"):
client.complete(EVENTS, tools=None, model="local/qwen")
assert len(attempts) == len(OUTAGE_BACKOFF_S) + 1
assert waited == list(OUTAGE_BACKOFF_S)
def test_a_dropped_connection_is_retried() -> None:
calls: list[int] = []
def handler(request: httpx.Request) -> httpx.Response:
calls.append(1)
if len(calls) == 1:
raise httpx.ConnectError("refused")
return completion({"content": "ok"})
[event] = make_client(handler).complete(EVENTS, tools=None, model="local/qwen")
assert isinstance(event, AssistantText) and len(calls) == 2
def test_a_500_or_a_timeout_is_not_retried() -> None:
# A 500 may be the request's fault; a timeout already had its full
# request_timeout_s.
for failure in (
lambda request: httpx.Response(500, text="boom"),
lambda request: (_ for _ in ()).throw(httpx.ReadTimeout("slow")),
):
calls: list[int] = []
def handler(
request: httpx.Request, failure=failure, calls=calls
) -> httpx.Response:
calls.append(1)
return failure(request)
with pytest.raises(LLMError):
make_client(handler).complete(EVENTS, tools=None, model="local/qwen")
assert len(calls) == 1
def test_a_budget_refusal_is_not_waited_on() -> None:
calls: list[int] = []
def handler(request: httpx.Request) -> httpx.Response:
calls.append(1)
return httpx.Response(503, text="Budget has been exceeded! Current cost: 5.1")
with pytest.raises(BudgetExhausted):
make_client(handler).complete(EVENTS, tools=None, model="local/qwen")
assert len(calls) == 1