perf(model_metadata): cache ollama /api/show probe + normalize context-cache keys

Follow-up hunks completing the probe-cache cluster:

1. _query_ollama_api_show now goes through the existing
   _LOCAL_CTX_PROBE_CACHE (30s TTL, positive-only, namespaced key) —
   it was the one remaining per-resolution POST not covered by the
   #56431-era wrapper. Failures are never memoized so a server that
   comes up mid-startup is re-probed. Idea credit: #42081 (@Morad37),
   reworked to comply with the positive-only rule.

2. Persistent context-cache keys are normalized through
   _context_cache_key (trailing-slash strip) so http://host/v1 and
   http://host/v1/ share one entry; reads and invalidation honor
   legacy un-normalized rows. Idea credit: #37905 (@stevenau21).

Tests: TTL hit collapses to one POST, failure-not-memoized
(mutation-verified: unconditional caching makes it fail), namespace
no-collision vs the sibling probe, slash-variant dedup, legacy-row
read, dual-shape invalidation.
This commit is contained in:
Kshitij Kapoor 2026-07-09 13:04:31 +05:30 committed by kshitij
parent c454d32feb
commit 040e30aa72
2 changed files with 183 additions and 6 deletions

View file

@ -1052,13 +1052,23 @@ def _load_context_cache() -> Dict[str, int]:
return {}
def _context_cache_key(model: str, base_url: str) -> str:
"""Canonical ``model@base_url`` key for the persistent context cache.
Trailing slashes are stripped so ``http://host/v1`` and
``http://host/v1/`` share one entry instead of creating duplicates
that can go stale independently.
"""
return f"{model}@{(base_url or '').rstrip('/')}"
def save_context_length(model: str, base_url: str, length: int) -> None:
"""Persist a discovered context length for a model+provider combo.
Cache key is ``model@base_url`` so the same model name served from
different providers can have different limits.
"""
key = f"{model}@{base_url}"
key = _context_cache_key(model, base_url)
cache = _load_context_cache()
if cache.get(key) == length:
return # already stored
@ -1075,18 +1085,28 @@ def save_context_length(model: str, base_url: str, length: int) -> None:
def get_cached_context_length(model: str, base_url: str) -> Optional[int]:
"""Look up a previously discovered context length for model+provider."""
key = f"{model}@{base_url}"
key = _context_cache_key(model, base_url)
cache = _load_context_cache()
return cache.get(key)
hit = cache.get(key)
if hit is not None:
return hit
# Legacy rows written before key normalization may carry a trailing
# slash — honor them rather than re-probing.
if base_url and base_url != base_url.rstrip("/"):
return cache.get(f"{model}@{base_url}")
return None
def _invalidate_cached_context_length(model: str, base_url: str) -> None:
"""Drop a stale cache entry so it gets re-resolved on the next lookup."""
key = f"{model}@{base_url}"
key = _context_cache_key(model, base_url)
cache = _load_context_cache()
if key not in cache:
# Also clear any legacy un-normalized row for the same pair.
legacy_key = f"{model}@{base_url}"
if key not in cache and legacy_key not in cache:
return
del cache[key]
cache.pop(key, None)
cache.pop(legacy_key, None)
path = _get_context_cache_path()
try:
path.parent.mkdir(parents=True, exist_ok=True)
@ -1473,6 +1493,12 @@ def _query_ollama_api_show(model: str, base_url: str, api_key: str = "") -> Opti
hosting behind a reverse proxy, etc. For non-Ollama servers the POST
returns 404/405 quickly; the function handles errors gracefully.
Results are cached in ``_LOCAL_CTX_PROBE_CACHE`` (same 30s TTL,
positive-only see ``_query_local_context_length``) so back-to-back
resolutions during one startup issue a single POST instead of one per
call site. Failures are never memoized: a server that isn't up yet must
be re-probed once it comes up.
For hosted servers the GGUF ``model_info.*.context_length`` is the
authoritative source: the user can't set their own ``num_ctx``, and the
OpenAI-compat ``/v1/models`` endpoint correctly omits ``context_length``
@ -1484,6 +1510,25 @@ def _query_ollama_api_show(model: str, base_url: str, api_key: str = "") -> Opti
The order is flipped vs ``query_ollama_num_ctx()`` because local users
control ``num_ctx`` themselves; hosted users can't.
"""
import time as _time
# Namespaced cache key: shares the TTL store with
# _query_local_context_length but never collides with its (model, url)
# keys — the two probes can return different values for the same pair.
cache_key = ("ollama_show", _strip_provider_prefix(model), base_url.rstrip("/"))
now = _time.monotonic()
cached = _LOCAL_CTX_PROBE_CACHE.get(cache_key)
if cached is not None and (now - cached[1]) < _LOCAL_CTX_PROBE_TTL_SECONDS:
return cached[0]
result = _query_ollama_api_show_uncached(model, base_url, api_key=api_key)
if result: # positive-only — never memoize a failed probe
_LOCAL_CTX_PROBE_CACHE[cache_key] = (result, now)
return result
def _query_ollama_api_show_uncached(model: str, base_url: str, api_key: str = "") -> Optional[int]:
"""Uncached body of ``_query_ollama_api_show`` — one POST to ``/api/show``."""
import httpx
server_url = base_url.rstrip("/")

View file

@ -0,0 +1,132 @@
"""Tests for probe-cache follow-ups on the #29988/#37595/#50572 salvage.
Covers:
- _query_ollama_api_show TTL caching (positive-only, namespaced key)
- persistent context-cache key normalization (trailing-slash dedup)
"""
from __future__ import annotations
import os
import sys
from unittest.mock import MagicMock, patch
import pytest
sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
@pytest.fixture(autouse=True)
def _clear_probe_cache():
"""Module-level TTL cache must not leak between tests."""
from agent import model_metadata
model_metadata._LOCAL_CTX_PROBE_CACHE.clear()
yield
model_metadata._LOCAL_CTX_PROBE_CACHE.clear()
def _mock_show_response(ctx=131072):
resp = MagicMock()
resp.status_code = 200
resp.json.return_value = {
"model_info": {"llama.context_length": ctx},
"parameters": "",
}
return resp
def _client_mock(resp):
client = MagicMock()
client.__enter__ = lambda s: client
client.__exit__ = MagicMock(return_value=False)
client.post.return_value = resp
return client
class TestOllamaApiShowCaching:
def test_positive_result_cached_within_ttl(self):
from agent.model_metadata import _query_ollama_api_show
client = _client_mock(_mock_show_response(131072))
with patch("httpx.Client", return_value=client):
first = _query_ollama_api_show("llama3", "http://127.0.0.1:11434")
second = _query_ollama_api_show("llama3", "http://127.0.0.1:11434")
assert first == second == 131072
assert client.post.call_count == 1 # second call served from cache
def test_failure_never_memoized(self):
"""A down server must be re-probed on the next call (startup race)."""
from agent.model_metadata import _query_ollama_api_show
bad = MagicMock()
bad.status_code = 404
client = _client_mock(bad)
with patch("httpx.Client", return_value=client):
assert _query_ollama_api_show("llama3", "http://127.0.0.1:11434") is None
assert _query_ollama_api_show("llama3", "http://127.0.0.1:11434") is None
assert client.post.call_count == 2 # None was NOT cached
def test_cache_key_does_not_collide_with_local_ctx_probe(self):
"""The ollama_show namespace must not read _query_local_context_length rows."""
from agent import model_metadata
from agent.model_metadata import _query_ollama_api_show
import time as _time
# Seed a same-(model,url) entry under the sibling probe's key shape.
model_metadata._LOCAL_CTX_PROBE_CACHE[("llama3", "http://127.0.0.1:11434")] = (
999, _time.monotonic(),
)
client = _client_mock(_mock_show_response(131072))
with patch("httpx.Client", return_value=client):
result = _query_ollama_api_show("llama3", "http://127.0.0.1:11434")
assert result == 131072 # probed for real, not the sibling's 999
assert client.post.call_count == 1
class TestContextCacheKeyNormalization:
def test_trailing_slash_variants_share_one_entry(self, tmp_path, monkeypatch):
from agent import model_metadata
monkeypatch.setattr(
model_metadata, "_get_context_cache_path",
lambda: tmp_path / "context_lengths.yaml",
)
model_metadata.save_context_length("m1", "http://host/v1/", 200_000)
# Both slash variants resolve to the same row.
assert model_metadata.get_cached_context_length("m1", "http://host/v1") == 200_000
assert model_metadata.get_cached_context_length("m1", "http://host/v1/") == 200_000
cache = model_metadata._load_context_cache()
assert list(cache.keys()) == ["m1@http://host/v1"]
def test_legacy_unnormalized_row_still_honored(self, tmp_path, monkeypatch):
"""Rows written pre-normalization (trailing slash in key) must not force a re-probe."""
import yaml
from agent import model_metadata
path = tmp_path / "context_lengths.yaml"
monkeypatch.setattr(model_metadata, "_get_context_cache_path", lambda: path)
path.write_text(yaml.dump({"context_lengths": {"m1@http://host/v1/": 128_000}}))
assert model_metadata.get_cached_context_length("m1", "http://host/v1/") == 128_000
def test_invalidate_clears_both_key_shapes(self, tmp_path, monkeypatch):
import yaml
from agent import model_metadata
path = tmp_path / "context_lengths.yaml"
monkeypatch.setattr(model_metadata, "_get_context_cache_path", lambda: path)
path.write_text(yaml.dump({"context_lengths": {
"m1@http://host/v1": 128_000,
"m1@http://host/v1/": 64_000,
}}))
model_metadata._invalidate_cached_context_length("m1", "http://host/v1/")
cache = model_metadata._load_context_cache()
assert "m1@http://host/v1" not in cache
assert "m1@http://host/v1/" not in cache