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https://github.com/BerriAI/litellm.git
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Merge pull request #19256 from BerriAI/litellm_model_hub_health
[Feature] /public/model_hub Health Information
This commit is contained in:
commit
6e091bb26d
3 changed files with 284 additions and 2 deletions
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@ -29,7 +29,8 @@ router = APIRouter()
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)
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async def public_model_hub():
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import litellm
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from litellm.proxy.proxy_server import _get_model_group_info, llm_router
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from litellm.proxy.proxy_server import _get_model_group_info, llm_router, prisma_client
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from litellm.proxy.health_endpoints._health_endpoints import _convert_health_check_to_dict
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if llm_router is None:
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raise HTTPException(
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@ -44,6 +45,28 @@ async def public_model_hub():
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model_group=None,
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)
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# Fetch health check information if available
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health_checks_map = {}
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if prisma_client is not None:
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try:
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latest_checks = await prisma_client.get_all_latest_health_checks()
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for check in latest_checks:
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key = check.model_id if check.model_id else check.model_name
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if key:
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health_check_dict = _convert_health_check_to_dict(check)
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health_checks_map[key] = health_check_dict
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if check.model_name:
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health_checks_map[check.model_name] = health_check_dict
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except Exception:
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pass
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for model_group in model_groups:
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health_info = health_checks_map.get(model_group.model_group)
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if health_info:
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model_group.health_status = health_info.get("status")
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model_group.health_response_time = health_info.get("response_time_ms")
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model_group.health_checked_at = health_info.get("checked_at")
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return model_groups
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@ -1,4 +1,4 @@
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from typing import Dict, List, Union, Any
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from typing import Dict, List, Union, Any, Optional
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from pydantic import BaseModel, Field
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@ -7,6 +7,9 @@ from ...router import ModelGroupInfo
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class ModelGroupInfoProxy(ModelGroupInfo):
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is_public_model_group: bool = Field(default=False)
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health_status: Optional[str] = Field(default=None)
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health_response_time: Optional[float] = Field(default=None)
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health_checked_at: Optional[str] = Field(default=None)
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class UpdateUsefulLinksRequest(BaseModel):
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@ -1,5 +1,9 @@
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import os
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import sys
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from datetime import datetime, timezone
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from unittest.mock import AsyncMock, MagicMock, patch
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import pytest
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sys.path.insert(
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0, os.path.abspath("../../..")
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@ -8,7 +12,11 @@ sys.path.insert(
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from fastapi import FastAPI
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from fastapi.testclient import TestClient
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from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
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from litellm.proxy.public_endpoints import router
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from litellm.types.proxy.management_endpoints.model_management_endpoints import (
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ModelGroupInfoProxy,
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)
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from litellm.types.utils import LlmProviders
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@ -101,3 +109,251 @@ def test_watsonx_provider_fields():
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assert "token" in field_keys
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assert "zen_api_key" in field_keys
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def test_public_model_hub_with_healthy_model():
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"""Test that health information is populated for a healthy model"""
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app = FastAPI()
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app.include_router(router)
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# Override auth dependency
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app.dependency_overrides[user_api_key_auth] = lambda: MagicMock()
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client = TestClient(app)
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# Create mock model groups
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mock_model_group = ModelGroupInfoProxy(
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model_group="gpt-3.5-turbo",
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providers=["openai"],
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is_public_model_group=True,
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)
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# Create mock health check
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mock_health_check = MagicMock()
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mock_health_check.model_id = None
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mock_health_check.model_name = "gpt-3.5-turbo"
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mock_health_check.status = "healthy"
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mock_health_check.response_time_ms = 150.5
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mock_health_check.checked_at = datetime.now(timezone.utc)
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mock_llm_router = MagicMock()
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mock_prisma = MagicMock()
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mock_prisma.get_all_latest_health_checks = AsyncMock(
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return_value=[mock_health_check]
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)
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with patch("litellm.public_model_groups", ["gpt-3.5-turbo"]), \
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patch("litellm.proxy.proxy_server._get_model_group_info") as mock_get_info, \
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patch("litellm.proxy.proxy_server.llm_router", mock_llm_router), \
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patch("litellm.proxy.proxy_server.prisma_client", mock_prisma), \
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patch("litellm.proxy.health_endpoints._health_endpoints._convert_health_check_to_dict") as mock_convert:
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mock_get_info.return_value = [mock_model_group]
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mock_convert.return_value = {
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"status": "healthy",
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"response_time_ms": 150.5,
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"checked_at": mock_health_check.checked_at.isoformat(),
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}
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response = client.get(
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"/public/model_hub",
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headers={"Authorization": "Bearer test-key"},
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)
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assert response.status_code == 200
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data = response.json()
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assert len(data) == 1
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assert data[0]["model_group"] == "gpt-3.5-turbo"
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assert data[0]["health_status"] == "healthy"
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assert data[0]["health_response_time"] == 150.5
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assert data[0]["health_checked_at"] is not None
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app.dependency_overrides.clear()
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def test_public_model_hub_with_unhealthy_model():
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"""Test that health information is populated for an unhealthy model"""
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app = FastAPI()
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app.include_router(router)
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app.dependency_overrides[user_api_key_auth] = lambda: MagicMock()
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client = TestClient(app)
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mock_model_group = ModelGroupInfoProxy(
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model_group="gpt-4",
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providers=["openai"],
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is_public_model_group=True,
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)
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mock_health_check = MagicMock()
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mock_health_check.model_id = None
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mock_health_check.model_name = "gpt-4"
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mock_health_check.status = "unhealthy"
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mock_health_check.response_time_ms = None
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mock_health_check.checked_at = datetime.now(timezone.utc)
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mock_llm_router = MagicMock()
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mock_prisma = MagicMock()
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mock_prisma.get_all_latest_health_checks = AsyncMock(
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return_value=[mock_health_check]
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)
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with patch("litellm.public_model_groups", ["gpt-4"]), \
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patch("litellm.proxy.proxy_server._get_model_group_info") as mock_get_info, \
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patch("litellm.proxy.proxy_server.llm_router", mock_llm_router), \
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patch("litellm.proxy.proxy_server.prisma_client", mock_prisma), \
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patch("litellm.proxy.health_endpoints._health_endpoints._convert_health_check_to_dict") as mock_convert:
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mock_get_info.return_value = [mock_model_group]
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mock_convert.return_value = {
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"status": "unhealthy",
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"response_time_ms": None,
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"checked_at": mock_health_check.checked_at.isoformat(),
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}
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response = client.get(
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"/public/model_hub",
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headers={"Authorization": "Bearer test-key"},
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)
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assert response.status_code == 200
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data = response.json()
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assert len(data) == 1
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assert data[0]["model_group"] == "gpt-4"
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assert data[0]["health_status"] == "unhealthy"
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assert data[0]["health_response_time"] is None
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assert data[0]["health_checked_at"] is not None
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app.dependency_overrides.clear()
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def test_public_model_hub_without_health_check():
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"""Test that health information is null when no health check exists"""
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app = FastAPI()
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app.include_router(router)
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app.dependency_overrides[user_api_key_auth] = lambda: MagicMock()
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client = TestClient(app)
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mock_model_group = ModelGroupInfoProxy(
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model_group="claude-3",
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providers=["anthropic"],
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is_public_model_group=True,
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)
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mock_llm_router = MagicMock()
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mock_prisma = MagicMock()
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mock_prisma.get_all_latest_health_checks = AsyncMock(return_value=[])
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with patch("litellm.public_model_groups", ["claude-3"]), \
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patch("litellm.proxy.proxy_server._get_model_group_info") as mock_get_info, \
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patch("litellm.proxy.proxy_server.llm_router", mock_llm_router), \
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patch("litellm.proxy.proxy_server.prisma_client", mock_prisma):
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mock_get_info.return_value = [mock_model_group]
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response = client.get(
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"/public/model_hub",
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headers={"Authorization": "Bearer test-key"},
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)
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assert response.status_code == 200
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data = response.json()
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assert len(data) == 1
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assert data[0]["model_group"] == "claude-3"
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assert data[0]["health_status"] is None
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assert data[0]["health_response_time"] is None
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assert data[0]["health_checked_at"] is None
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app.dependency_overrides.clear()
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def test_public_model_hub_mixed_health_statuses():
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"""Test multiple models with different health statuses"""
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app = FastAPI()
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app.include_router(router)
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app.dependency_overrides[user_api_key_auth] = lambda: MagicMock()
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client = TestClient(app)
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healthy_model = ModelGroupInfoProxy(
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model_group="gpt-3.5-turbo",
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providers=["openai"],
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is_public_model_group=True,
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)
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unhealthy_model = ModelGroupInfoProxy(
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model_group="gpt-4",
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providers=["openai"],
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is_public_model_group=True,
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)
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no_health_model = ModelGroupInfoProxy(
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model_group="claude-3",
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providers=["anthropic"],
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is_public_model_group=True,
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)
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healthy_check = MagicMock()
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healthy_check.model_id = None
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healthy_check.model_name = "gpt-3.5-turbo"
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healthy_check.status = "healthy"
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healthy_check.response_time_ms = 120.0
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healthy_check.checked_at = datetime.now(timezone.utc)
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unhealthy_check = MagicMock()
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unhealthy_check.model_id = None
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unhealthy_check.model_name = "gpt-4"
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unhealthy_check.status = "unhealthy"
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unhealthy_check.response_time_ms = None
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unhealthy_check.checked_at = datetime.now(timezone.utc)
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mock_llm_router = MagicMock()
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mock_prisma = MagicMock()
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mock_prisma.get_all_latest_health_checks = AsyncMock(
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return_value=[healthy_check, unhealthy_check]
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)
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def convert_side_effect(check):
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if check.model_name == "gpt-3.5-turbo":
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return {
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"status": "healthy",
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"response_time_ms": 120.0,
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"checked_at": check.checked_at.isoformat(),
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}
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elif check.model_name == "gpt-4":
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return {
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"status": "unhealthy",
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"response_time_ms": None,
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"checked_at": check.checked_at.isoformat(),
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}
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return {}
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with patch("litellm.public_model_groups", ["gpt-3.5-turbo", "gpt-4", "claude-3"]), \
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patch("litellm.proxy.proxy_server._get_model_group_info") as mock_get_info, \
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patch("litellm.proxy.proxy_server.llm_router", mock_llm_router), \
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patch("litellm.proxy.proxy_server.prisma_client", mock_prisma), \
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patch("litellm.proxy.health_endpoints._health_endpoints._convert_health_check_to_dict") as mock_convert:
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mock_get_info.return_value = [
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healthy_model,
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unhealthy_model,
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no_health_model,
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]
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mock_convert.side_effect = convert_side_effect
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response = client.get(
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"/public/model_hub",
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headers={"Authorization": "Bearer test-key"},
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)
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assert response.status_code == 200
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data = response.json()
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assert len(data) == 3
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# Find each model and verify health status
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gpt35 = next(m for m in data if m["model_group"] == "gpt-3.5-turbo")
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assert gpt35["health_status"] == "healthy"
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assert gpt35["health_response_time"] == 120.0
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assert gpt35["health_checked_at"] is not None
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gpt4 = next(m for m in data if m["model_group"] == "gpt-4")
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assert gpt4["health_status"] == "unhealthy"
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assert gpt4["health_response_time"] is None
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assert gpt4["health_checked_at"] is not None
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claude = next(m for m in data if m["model_group"] == "claude-3")
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assert claude["health_status"] is None
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assert claude["health_response_time"] is None
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assert claude["health_checked_at"] is None
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app.dependency_overrides.clear()
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