litellm/tests/test_litellm/proxy/proxy_server
tin-berri 1f4acbb924
feat(complexity_router): custom classifier plugins via classifier_type 'custom' (#37249)
* feat(complexity_router): custom classifier plugins via classifier_type 'plugin'

Adds a third classification mode where an operator-supplied hook decides the
tier instead of the heuristic scorer or the LLM classifier. The hook implements
an async classify(context) returning a tier name (built-in value, tier_labels
label, or tier_definitions name) or None to decline; failures, timeouts, and
unknown tiers fall back exactly like a failed LLM classifier. The context
carries the request messages and metadata, including caller identity, so a
plugin can route by team, spend, or any business rule.

The plugin resolves from a dotted path at proxy startup with a load-time check
that classify is a coroutine function, and is closed off over HTTP like the
routing plugins list. Routing decisions record the new classifier_plugin cause.
tier_definitions now accepts classifier_type 'plugin' alongside 'llm'.

* fix(proxy): resolve plugin dotted paths in _delete_deployment before hashing ids

The db-sync reconcile re-reads the raw config and hashes litellm_params to
compute which ids the config wants served, but the router's ids were hashed
from the resolved params where plugin dotted paths are live instances. The
mismatched ids made the reconcile evict every plugin-bearing auto-router one
sync after startup, on any proxy with a database connected. This also affected
the existing routing plugins list, not just the new classifier plugin.

Resolving the plugins in _delete_deployment the same way load_config does makes
both sides hash the same canonical form. A plugin module broken on disk at
reconcile time skips cleanup instead of evicting valid deployments, matching
how a get_config failure is handled

* fix(complexity_router): treat non-string plugin verdicts as declines, centralize the empty-mapping sentinel

A hook returning a non-string raised inside resolve_classified_tier outside the
plugin exception boundary, failing the request instead of falling back. Also
moves the read-only empty mapping to constants.py per repo convention and moves
the classifier plugin product docs out of the package README for the docs repo

* refactor(complexity_router): rename the plugin classifier mode to classifier_type 'custom'

The mode value now names the operator's intent while classifier_plugin keeps
naming the mechanism; routing decisions keep the classifier_plugin cause

* refactor(proxy): pin plugin-bearing deployment ids from the raw params instead of resolving in the reconcile

Replaces the previous approach of re-running plugin resolution inside
_delete_deployment, which imported operator modules on every reconcile cycle
and skipped the whole cleanup pass when any one module was broken on disk.
load_config now stamps model_info.id from the raw litellm_params before
resolution swaps dotted paths for live instances, so the reconcile's raw-config
hash matches by construction and needs no resolution at all: a broken module
cannot stall cleanup for unrelated models, and any future param-transforming
resolution is covered by the same pin. _generate_model_id becomes a staticmethod
so the pin can run before the Router exists; its statically dead non-string key
branches are removed. Also documents candidate_models as an informational
snapshot for classifier plugins, unlike the narrowing surface RoutingPlugin
filters

* fix(router): restore _generate_model_id key handling, align classifier context with the routing-plugin pattern

The staticmethod conversion accidentally dropped the non-string-key branches
from _generate_model_id, a silent hash change for any params with non-string
keys; they are restored verbatim. The classifier plugin context now follows
the Router-level routing-plugin recipe exactly: structured messages come from
resolve_structured_messages over the raw messages, and the metadata key comes
from the shared get_metadata_variable_name_from_kwargs helper, which also
replaces the duplicated inline sniff in _pick_model_for_tier. This removes the
raw-or-resolved fallback where a plugin could silently receive resolved
messages when a call site forgot to pass the raw ones

* refactor(router): make generate_model_id public, guard classifier context construction

Two modules legitimately hash deployment ids with the same helper now (Router
and the proxy's config-load pin), so the private name was lying about its
audience and the cross-module call needed a pyright suppression; renaming it
public restores the static safety net. The classifier plugin's RoutingContext
construction moves inside the failure boundary, matching the LLM path where
litellm-side prompt building also falls back rather than failing the request,
and a prompt-only call with no message list is now covered by a test
2026-08-18 14:09:19 -07:00
..
.coverage_baseline test(proxy): add harness for proxy_server.py behavior-pinning (#28827) 2026-05-25 20:26:44 -07:00
__init__.py test(proxy): add harness for proxy_server.py behavior-pinning (#28827) 2026-05-25 20:26:44 -07:00
_coverage_check.py test(proxy): add harness for proxy_server.py behavior-pinning (#28827) 2026-05-25 20:26:44 -07:00
_pin_check.py test(proxy): add harness for proxy_server.py behavior-pinning (#28827) 2026-05-25 20:26:44 -07:00
conftest.py test(proxy): add harness for proxy_server.py behavior-pinning (#28827) 2026-05-25 20:26:44 -07:00
test_background_health.py fix(router): tag-aware pre-routing strategy selection for shared model_name (#33691) 2026-07-17 09:26:07 -07:00
test_exception_handlers.py test(proxy): pin both branches of the validation exception handler 2026-07-27 09:59:47 -07:00
test_harness_smoke.py test(proxy): add harness for proxy_server.py behavior-pinning (#28827) 2026-05-25 20:26:44 -07:00
test_lifecycle.py feat: pre-adoption shadow eval for the auto-router (blind pairwise judge, derived state) (#36587) 2026-08-13 13:15:45 -07:00
test_openapi_customization.py tests(proxy_server): surface current behavior in tests (#29309) 2026-05-29 23:17:24 -07:00
test_proxy_config.py feat(complexity_router): custom classifier plugins via classifier_type 'custom' (#37249) 2026-08-18 14:09:19 -07:00
test_routes_anthropic_beta.py tests(proxy_server): surface current behavior in tests (#29309) 2026-05-29 23:17:24 -07:00
test_routes_assistants.py tests(proxy_server): surface current behavior in tests (#29309) 2026-05-29 23:17:24 -07:00
test_routes_audio.py fix(proxy): extend response headers hook to streaming, TTS, image gen, and pass-through (#24232) 2026-06-09 22:10:23 +02:00
test_routes_chat_completions.py tests(proxy_server): surface current behavior in tests (#29309) 2026-05-29 23:17:24 -07:00
test_routes_completions.py tests(proxy_server): surface current behavior in tests (#29309) 2026-05-29 23:17:24 -07:00
test_routes_config.py feat(proxy): make DB config-reload interval configurable via config.yaml and UI (#34130) 2026-07-21 22:03:22 +00:00
test_routes_embeddings.py tests(proxy_server): surface current behavior in tests (#29309) 2026-05-29 23:17:24 -07:00
test_routes_invitation.py tests(proxy_server): surface current behavior in tests (#29309) 2026-05-29 23:17:24 -07:00
test_routes_login_sso.py fix(email): stop duplicate legacy invitation email and fix its onboarding link (#36455) 2026-08-10 23:26:27 -07:00
test_routes_misc.py fix(router): tag-aware pre-routing strategy selection for shared model_name (#33691) 2026-07-17 09:26:07 -07:00
test_routes_model_cost_map.py fix(proxy): persist periodic reload schedule state so status survives restarts and fires without store_model_in_db (#35165) 2026-08-04 15:42:57 -07:00
test_routes_model_info.py feat(ui): give auto-routers their own tab on Models + Endpoints 2026-07-29 19:45:02 -07:00
test_routes_model_metrics.py tests(proxy_server): surface current behavior in tests (#29309) 2026-05-29 23:17:24 -07:00
test_routes_models.py fix(proxy): always emit the Anthropic /v1/models token limits, null when unknown (#36961) 2026-08-14 16:52:39 -07:00
test_routes_moderations.py tests(proxy_server): surface current behavior in tests (#29309) 2026-05-29 23:17:24 -07:00
test_routes_onboarding.py fix(email): stop duplicate legacy invitation email and fix its onboarding link (#36455) 2026-08-10 23:26:27 -07:00
test_routes_queue.py tests(proxy_server): surface current behavior in tests (#29309) 2026-05-29 23:17:24 -07:00
test_routes_threads.py tests(proxy_server): surface current behavior in tests (#29309) 2026-05-29 23:17:24 -07:00
test_routes_utils.py tests(proxy_server): surface current behavior in tests (#29309) 2026-05-29 23:17:24 -07:00
test_spend_counters.py perf(spend): gather independent per-scope spend-counter increments (#31578) 2026-06-30 12:07:47 -07:00
test_streaming_helpers.py fix(proxy): resolve the global SSE keepalive interval through the per-deployment engine 2026-08-11 23:37:43 -07:00
test_team_model_name_translation.py fix(proxy): expand config-defined model access groups when resolving team models for /v2/model/info (#34211) 2026-08-12 12:54:36 -07:00