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Merge 09b084fe9f into 83be155b65
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commit
cc8a84a7f3
2 changed files with 207 additions and 6 deletions
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@ -2537,6 +2537,23 @@ class PythonCore(DeprecatedRouterMembers):
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or self.get_routing_group(model) is not None
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)
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def _resolve_to_deployment_model_names(self, model: str) -> tuple[str, ...]:
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"""
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The deployment `model_name`s behind a requested name, so lookups keyed
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by a served name reach the deployments the router would route to:
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- a `model_group_alias` resolves to its target
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- a callable routing group resolves to its member `model_name`s
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- any other name resolves to itself
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Team-scoped deployments keep their own internal `model_name`, so they
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are reached only when that name is requested, as is already the case
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for a plain `model_name` lookup.
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"""
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resolved: Final = self._core_get_model_from_alias(model=model) or model
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group: Final = self.get_routing_group(resolved)
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return tuple(group.models) if group is not None else (resolved,)
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def _core_routing_group_has_alternatives(self, model_group: str | None) -> bool:
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"""
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True when `model_group` names a callable routing group whose member
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@ -13789,6 +13806,11 @@ class PythonCore(DeprecatedRouterMembers):
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Returns list of model id's.
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`model_name` may be any name the router serves: a deployment
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`model_name`, a `model_group_alias`, or a callable routing group, which
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resolve to the deployments they route to (see
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`_resolve_to_deployment_model_names`).
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Optimized with O(1) or O(k) index lookup when model_name provided,
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instead of O(n) linear scan.
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"""
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@ -13796,11 +13818,12 @@ class PythonCore(DeprecatedRouterMembers):
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if model_name is not None:
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# O(1) lookup in model_name index, then O(k) iteration where k = deployments for this model_name
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for model in self._core_deployments_named(model_name) or ():
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if "model_info" in model and "id" in model["model_info"]:
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if exclude_team_models and model["model_info"].get("team_id"):
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continue
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ids.append(model["model_info"]["id"])
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for deployment_model_name in self._resolve_to_deployment_model_names(model=model_name):
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for model in self._core_deployments_named(deployment_model_name) or ():
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if "model_info" in model and "id" in model["model_info"]:
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if exclude_team_models and model["model_info"].get("team_id"):
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continue
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ids.append(model["model_info"]["id"])
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else:
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# When model_name is None, return all model IDs
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# Use the index map keys for O(n) where n = total deployments
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@ -21,7 +21,13 @@ from litellm import Router
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from litellm.caching.redis_cache import RedisPipelineIncrementOperation
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from litellm.integrations.custom_logger import CustomLogger
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from litellm.router_api import RoutingContext
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from litellm.types.router import DeploymentTypedDict, FallbackAccessCheck, RoutingGroup, RoutingStrategy
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from litellm.types.router import (
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DeploymentTypedDict,
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FallbackAccessCheck,
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RouterRateLimitError,
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RoutingGroup,
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RoutingStrategy,
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)
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from litellm.utils import Rules, function_setup
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@ -2255,3 +2261,175 @@ async def test_update_settings_changed_routing_strategy_args_flushes_replaced_se
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await t
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except asyncio.CancelledError:
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pass
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def test_get_model_ids_resolves_group_and_alias_to_member_deployments():
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router = Router(
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model_list=_model_list(),
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model_group_alias={"quality-alias": "quality"},
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routing_groups=_quality_group("simple-shuffle"),
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)
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assert sorted(router.get_model_ids(model_name="quality")) == ["deploy-1", "deploy-2", "deploy-3"]
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assert sorted(router.get_model_ids(model_name="quality-alias")) == ["deploy-1", "deploy-2", "deploy-3"]
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assert sorted(router.get_model_ids(model_name="filtered-model")) == ["deploy-1", "deploy-2"]
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assert router.get_model_ids(model_name="not-a-model") == []
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@pytest.mark.asyncio
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async def test_group_call_reports_member_cooldown_time_when_every_member_is_cooling_down():
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"""
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Regression: the group name has to resolve to its members' deployment ids, else the
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429 raised for a fully cooled-down group reports the router's default cooldown
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instead of the members' own, and the proxy sends that as `retry-after`.
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"""
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deployment_cooldown_time = 120
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router = Router(
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model_list=[
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{**deployment, "model_info": {**deployment["model_info"], "cooldown_time": deployment_cooldown_time}}
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for deployment in _model_list()
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],
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routing_groups=_quality_group("simple-shuffle"),
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num_retries=0,
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)
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assert router.cooldown_cache.default_cooldown_time != deployment_cooldown_time
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for deployment_id in ("deploy-1", "deploy-2", "deploy-3"):
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router.cooldown_cache.add_deployment_to_cooldown(
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model_id=deployment_id,
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original_exception=litellm.RateLimitError(message="rate limited", llm_provider="openai", model="gpt-4o"),
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exception_status=429,
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cooldown_time=deployment_cooldown_time,
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)
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with pytest.raises(RouterRateLimitError) as exc_info:
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await router.async_get_available_deployment(model="quality", request_kwargs={})
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assert exc_info.value.cooldown_time == deployment_cooldown_time
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def test_get_model_ids_for_a_group_does_not_reach_team_scoped_deployments():
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"""
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Group resolution goes through the `model_name` index, and a team deployment is
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indexed under its own internal `model_name` (its `team_public_model_name` lives
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in a separate index), so resolving a group cannot pull in another team's
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deployment ids. Unchanged from a plain `model_name` lookup.
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"""
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shared_deployment = {
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"model_name": "shared-model",
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"litellm_params": {"model": "openai/gpt-4o", "api_key": "sk-test-1", "api_base": "https://example.invalid"},
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"model_info": {"id": "shared-1"},
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}
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team_deployments = [
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{
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"model_name": f"shared-model_{team_id}_uuid",
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"litellm_params": {
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"model": "openai/gpt-4o",
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"api_key": f"sk-test-{team_id}",
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"api_base": "https://example.invalid",
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},
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"model_info": {
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"id": f"{team_id}-1",
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"team_id": team_id,
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"team_public_model_name": "shared-model",
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},
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}
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for team_id in ("team-a", "team-b")
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]
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router = Router(
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model_list=[shared_deployment, *team_deployments],
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routing_groups=[{"group_name": "quality", "models": ["shared-model"], "routing_strategy": "simple-shuffle"}],
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)
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assert router.get_model_ids(model_name="quality") == ["shared-1"]
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assert router.get_model_ids(model_name="shared-model") == ["shared-1"]
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# the team deployments are still routable under their own names
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assert router.get_model_ids(model_name="shared-model_team-a_uuid") == ["team-a-1"]
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def test_resolve_to_deployment_model_names_covers_alias_group_and_plain_names():
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"""
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`_resolve_to_deployment_model_names` is what lookups keyed by a served name
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go through, so each of its three documented branches is pinned here: an
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alias resolves to its target, a routing group resolves to its member
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`model_name`s, and anything else resolves to itself.
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"""
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router = _build_router(
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routing_groups=[
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{
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"group_name": "quality",
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"models": ["filtered-model", "other-model"],
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"routing_strategy": "simple-shuffle",
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}
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],
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)
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router.model_group_alias = {"quality-alias": "quality", "plain-alias": "other-model"}
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# a group resolves to its members, in the order the group declares them
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assert router._resolve_to_deployment_model_names(model="quality") == (
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"filtered-model",
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"other-model",
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)
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# an alias onto a group composes: alias -> group -> members
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assert router._resolve_to_deployment_model_names(model="quality-alias") == (
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"filtered-model",
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"other-model",
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)
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# an alias onto a plain deployment resolves to that deployment's name
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assert router._resolve_to_deployment_model_names(model="plain-alias") == (
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"other-model",
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)
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# a plain `model_name` resolves to itself
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assert router._resolve_to_deployment_model_names(model="filtered-model") == (
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"filtered-model",
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)
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# an unknown name is passed through rather than dropped, so the caller's
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# own lookup decides it misses
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assert router._resolve_to_deployment_model_names(model="no-such-model") == (
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"no-such-model",
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)
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def test_resolve_to_deployment_model_names_keeps_team_deployments_on_their_own_name():
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"""
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The team-scoped counterpart of the above. A team deployment is indexed under
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its internal `model_name`, so resolving a group never yields it, and it is
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reached only when that internal name is requested.
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"""
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router = Router(
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model_list=[
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{
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"model_name": "shared-model",
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"litellm_params": {
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"model": "openai/gpt-4o",
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"api_key": "sk-test-1",
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"api_base": "https://example.invalid",
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},
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"model_info": {"id": "shared-1"},
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},
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{
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"model_name": "shared-model_team-a_uuid",
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"litellm_params": {
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"model": "openai/gpt-4o",
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"api_key": "sk-test-2",
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"api_base": "https://example.invalid",
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},
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"model_info": {
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"id": "team-a-1",
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"team_id": "team-a",
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"team_public_model_name": "shared-model",
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},
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},
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],
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routing_groups=[
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{
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"group_name": "quality",
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"models": ["shared-model"],
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"routing_strategy": "simple-shuffle",
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}
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],
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)
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assert router._resolve_to_deployment_model_names(model="quality") == ("shared-model",)
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assert router._resolve_to_deployment_model_names(model="shared-model_team-a_uuid") == (
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"shared-model_team-a_uuid",
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)
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