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6a0d03914c
* test: drop the cwd-relative sys.path.insert calls from the test suite
TQ003 stands at 1,077 across 1,058 files, and 1,015 of them are the same shape:
sys.path.insert(0, os.path.abspath("../..")) and its deeper siblings. The
argument resolves against the working directory rather than the file, so from
the repo root, where every job runs pytest, it inserts the directory two levels
above the checkout. It has never pointed at litellm. The package is installed
into the environment anyway, which is what actually makes the import work, and
what the rule's message has said all along.
Removing them leaves 1,634 imports of sys and os with no remaining reference,
and those go too, except where another test module imports the name back out of
the file. The rest of TQ003 is 62 call sites that resolve against __file__ or a
variable, which are a different question and are left alone.
Collection is identical either way: 45,871 tests and the same 51 pre-existing
collection errors before and after, and ruff reports no new undefined name.
* test: drop the duplicate imports the sys.path sweep exposed to F811
* test(pre-call-utils): restore the os import the new bedrock tests need
581 lines
20 KiB
Python
581 lines
20 KiB
Python
import os
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from litellm._uuid import uuid
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from functools import partial
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from typing import Optional
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from urllib.parse import urlparse, parse_qs
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import pytest
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from fastapi import FastAPI
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from fastapi.testclient import TestClient
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import asyncio
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from unittest.mock import Mock
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import httpx
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from litellm.proxy.proxy_server import initialize_pass_through_endpoints
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# Mock the async_client used in the pass_through_request function
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async def mock_request(self, request, **kwargs):
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return httpx.Response(200, json={"message": "Mocked response"}, request=request)
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def remove_rerank_route(app):
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for route in app.routes:
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if route.path == "/v1/rerank" and "POST" in route.methods:
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app.routes.remove(route)
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print("Rerank route removed successfully")
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print("ALL Routes on app=", app.routes)
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@pytest.fixture
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def client():
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from litellm.proxy.proxy_server import app
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remove_rerank_route(
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app=app
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) # remove the native rerank route on the litellm proxy - since we're testing the pass through endpoints
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return TestClient(app)
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@pytest.mark.asyncio
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async def test_pass_through_endpoint_no_headers(client, monkeypatch):
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# Mock the httpx.AsyncClient.send method
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monkeypatch.setattr("httpx.AsyncClient.send", mock_request)
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import litellm
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# Define a pass-through endpoint
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pass_through_endpoints = [
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{
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"path": "/test-endpoint",
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"target": "https://api.example.com/v1/chat/completions",
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}
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]
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# Initialize the pass-through endpoint
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await initialize_pass_through_endpoints(pass_through_endpoints)
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general_settings: dict = (
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getattr(litellm.proxy.proxy_server, "general_settings", {}) or {}
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)
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general_settings.update({"pass_through_endpoints": pass_through_endpoints})
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setattr(litellm.proxy.proxy_server, "general_settings", general_settings)
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# Make a request to the pass-through endpoint
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response = client.post("/test-endpoint", json={"prompt": "Hello, world!"})
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# Assert the response
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assert response.status_code == 200
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assert response.json() == {"message": "Mocked response"}
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@pytest.mark.asyncio
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async def test_pass_through_endpoint(client, monkeypatch):
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# Mock the httpx.AsyncClient.send method
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monkeypatch.setattr("httpx.AsyncClient.send", mock_request)
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import litellm
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# Define a pass-through endpoint
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pass_through_endpoints = [
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{
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"path": "/test-endpoint",
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"target": "https://api.example.com/v1/chat/completions",
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"headers": {"Authorization": "Bearer test-token"},
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}
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]
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# Initialize the pass-through endpoint
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await initialize_pass_through_endpoints(pass_through_endpoints)
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general_settings: Optional[dict] = (
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getattr(litellm.proxy.proxy_server, "general_settings", {}) or {}
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)
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general_settings.update({"pass_through_endpoints": pass_through_endpoints})
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setattr(litellm.proxy.proxy_server, "general_settings", general_settings)
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# Make a request to the pass-through endpoint
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response = client.post("/test-endpoint", json={"prompt": "Hello, world!"})
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# Assert the response
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assert response.status_code == 200
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assert response.json() == {"message": "Mocked response"}
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@pytest.mark.asyncio
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async def test_pass_through_endpoint_rerank(client):
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_cohere_api_key = os.environ.get("COHERE_API_KEY")
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import litellm
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# Define a pass-through endpoint
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pass_through_endpoints = [
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{
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"path": "/v1/rerank",
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"target": "https://api.cohere.com/v1/rerank",
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"headers": {"Authorization": f"Bearer {_cohere_api_key}"},
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}
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]
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# Initialize the pass-through endpoint
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await initialize_pass_through_endpoints(pass_through_endpoints)
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general_settings: Optional[dict] = (
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getattr(litellm.proxy.proxy_server, "general_settings", {}) or {}
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)
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general_settings.update({"pass_through_endpoints": pass_through_endpoints})
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setattr(litellm.proxy.proxy_server, "general_settings", general_settings)
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_json_data = {
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"model": "rerank-english-v3.0",
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"query": "What is the capital of the United States?",
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"top_n": 3,
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"documents": [
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"Carson City is the capital city of the American state of Nevada."
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],
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}
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# Make a request to the pass-through endpoint
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response = client.post("/v1/rerank", json=_json_data)
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print("JSON response: ", _json_data)
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# Assert the response
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assert response.status_code == 200
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@pytest.mark.parametrize(
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"auth, rpm_limit, requests_to_make, expected_status_codes, num_users",
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[
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# Single user tests
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(True, 0, 1, [429], 1),
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(True, 1, 1, [200], 1),
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(True, 1, 2, [200, 429], 1),
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(True, 2, 4, [200, 200, 429, 429], 1),
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(True, 3, 4, [200, 200, 200, 429], 1),
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(True, 4, 4, [200, 200, 200, 200], 1),
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(False, 0, 1, [200], 1),
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(False, 0, 4, [200, 200, 200, 200], 1),
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# Multiple user tests (same parameters as single user)
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(True, 0, 1, [429], 2),
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(True, 1, 1, [200], 2),
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(True, 1, 2, [200, 429], 2),
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(True, 2, 4, [200, 200, 429, 429], 2),
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(True, 3, 4, [200, 200, 200, 429], 2),
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(True, 4, 4, [200, 200, 200, 200], 2),
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(False, 0, 1, [200], 2),
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(False, 0, 4, [200, 200, 200, 200], 2),
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],
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)
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@pytest.mark.asyncio
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async def test_pass_through_endpoint_rpm_limit(
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client,
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monkeypatch,
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auth,
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rpm_limit,
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requests_to_make,
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expected_status_codes,
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num_users,
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):
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monkeypatch.setattr("httpx.AsyncClient.send", mock_request)
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import litellm
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from litellm.proxy._types import UserAPIKeyAuth
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from litellm.proxy.proxy_server import ProxyLogging, hash_token, user_api_key_cache
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proxy_logging_obj = ProxyLogging(user_api_key_cache=user_api_key_cache)
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proxy_logging_obj._init_litellm_callbacks()
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setattr(litellm.proxy.proxy_server, "user_api_key_cache", user_api_key_cache)
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setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
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setattr(litellm.proxy.proxy_server, "prisma_client", "FAKE-VAR")
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setattr(litellm.proxy.proxy_server, "proxy_logging_obj", proxy_logging_obj)
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# Define a pass-through endpoint
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_cohere_api_key = os.environ.get("COHERE_API_KEY")
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pass_through_endpoints = [
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{
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"path": "/v1/rerank",
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"target": "https://api.cohere.com/v1/rerank",
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"auth": auth,
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"headers": {"Authorization": f"Bearer {_cohere_api_key}"},
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}
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]
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# Initialize the pass-through endpoint
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await initialize_pass_through_endpoints(pass_through_endpoints)
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general_settings: Optional[dict] = (
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getattr(litellm.proxy.proxy_server, "general_settings", {}) or {}
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)
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general_settings.update({"pass_through_endpoints": pass_through_endpoints})
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setattr(litellm.proxy.proxy_server, "general_settings", general_settings)
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# Setup API keys and cache
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mock_api_keys = [f"sk-test-{uuid.uuid4().hex}" for _ in range(num_users)]
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for mock_api_key in mock_api_keys:
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cache_value = UserAPIKeyAuth(
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token=hash_token(mock_api_key),
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rpm_limit=rpm_limit,
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metadata={"allowed_passthrough_routes": ["/v1/rerank"]},
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)
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user_api_key_cache.set_cache(key=hash_token(mock_api_key), value=cache_value)
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_json_data = {
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"model": "rerank-english-v3.0",
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"query": "What is the capital of the United States?",
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"top_n": 3,
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"documents": [
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"Carson City is the capital city of the American state of Nevada."
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],
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}
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# Make requests sequentially to avoid race conditions in rate limiter
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# Concurrent requests can slip through before the counter is updated
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responses = []
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for mock_api_key in mock_api_keys:
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for _ in range(requests_to_make):
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response = client.post(
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"/v1/rerank",
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json=_json_data,
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headers={"Authorization": "Bearer {}".format(mock_api_key)},
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)
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responses.append(response)
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if num_users == 1:
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status_codes = sorted([response.status_code for response in responses])
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assert status_codes == sorted(expected_status_codes)
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else:
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first_user_responses = responses[requests_to_make:]
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second_user_responses = responses[:requests_to_make]
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first_user_status_codes = sorted(
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[response.status_code for response in first_user_responses]
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)
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second_user_status_codes = sorted(
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[response.status_code for response in second_user_responses]
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)
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expected_status_codes.sort()
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assert first_user_status_codes == expected_status_codes
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assert second_user_status_codes == expected_status_codes
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print("JSON response: ", _json_data)
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@pytest.mark.parametrize(
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"auth, rpm_limit, requests_to_make, expected_status_codes",
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[
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# Multiple user tests (same parameters as single user)
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(True, 0, 1, [429]),
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(True, 1, 1, [200]),
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(True, 1, 2, [200, 429]),
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(True, 2, 4, [200, 200, 429, 429]),
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(True, 3, 4, [200, 200, 200, 429]),
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(True, 4, 4, [200, 200, 200, 200]),
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(False, 0, 1, [200]),
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(False, 0, 4, [200, 200, 200, 200]),
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],
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)
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@pytest.mark.asyncio
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async def test_pass_through_endpoint_sequential_rpm_limit(
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client, monkeypatch, auth, rpm_limit, requests_to_make, expected_status_codes
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):
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monkeypatch.setattr("httpx.AsyncClient.send", mock_request)
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import litellm
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from litellm.proxy._types import UserAPIKeyAuth
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from litellm.proxy.proxy_server import ProxyLogging, hash_token, user_api_key_cache
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proxy_logging_obj = ProxyLogging(user_api_key_cache=user_api_key_cache)
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proxy_logging_obj._init_litellm_callbacks()
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setattr(litellm.proxy.proxy_server, "user_api_key_cache", user_api_key_cache)
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setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
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setattr(litellm.proxy.proxy_server, "prisma_client", "FAKE-VAR")
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setattr(litellm.proxy.proxy_server, "proxy_logging_obj", proxy_logging_obj)
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# Define a pass-through endpoint
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_cohere_api_key = os.environ.get("COHERE_API_KEY")
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pass_through_endpoints = [
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{
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"path": "/v1/rerank",
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"target": "https://api.cohere.com/v1/rerank",
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"auth": auth,
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"headers": {"Authorization": f"Bearer {_cohere_api_key}"},
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}
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]
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# Initialize the pass-through endpoint
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await initialize_pass_through_endpoints(pass_through_endpoints)
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general_settings: Optional[dict] = (
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getattr(litellm.proxy.proxy_server, "general_settings", {}) or {}
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)
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general_settings.update({"pass_through_endpoints": pass_through_endpoints})
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setattr(litellm.proxy.proxy_server, "general_settings", general_settings)
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# Setup API keys and cache
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mock_api_keys = [f"sk-test-{uuid.uuid4().hex}" for _ in range(2)]
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for mock_api_key in mock_api_keys:
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cache_value = UserAPIKeyAuth(
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token=hash_token(mock_api_key),
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rpm_limit=rpm_limit,
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metadata={"allowed_passthrough_routes": ["/v1/rerank"]},
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)
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user_api_key_cache.set_cache(key=hash_token(mock_api_key), value=cache_value)
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_json_data = {
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"model": "rerank-english-v3.0",
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"query": "What is the capital of the United States?",
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"top_n": 3,
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"documents": [
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"Carson City is the capital city of the American state of Nevada."
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],
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}
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# Make a request to the pass-through endpoint
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first_user_responses = []
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second_user_responses = []
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for _ in range(requests_to_make):
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requests = []
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for mock_api_key in mock_api_keys:
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task = asyncio.get_running_loop().run_in_executor(
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None,
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partial(
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client.post,
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"/v1/rerank",
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json=_json_data,
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headers={"Authorization": "Bearer {}".format(mock_api_key)},
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),
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)
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requests.append(task)
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first_user_response, second_user_response = await asyncio.gather(*requests)
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first_user_responses.append(first_user_response)
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second_user_responses.append(second_user_response)
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first_user_status_codes = sorted(
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[response.status_code for response in first_user_responses]
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)
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second_user_status_codes = sorted(
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[response.status_code for response in second_user_responses]
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)
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expected_status_codes.sort()
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assert first_user_status_codes == expected_status_codes
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assert second_user_status_codes == expected_status_codes
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print("JSON response: ", _json_data)
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@pytest.mark.parametrize(
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"auth, rpm_limit, expected_error_code",
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[(True, 0, 429), (True, 2, 207), (False, 0, 207)],
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)
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@pytest.mark.asyncio
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async def test_aaapass_through_endpoint_pass_through_keys_langfuse(
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auth, expected_error_code, rpm_limit
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):
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from litellm.proxy.proxy_server import app
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client = TestClient(app)
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import litellm
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from litellm.proxy._types import UserAPIKeyAuth
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from litellm.proxy.proxy_server import ProxyLogging, hash_token, user_api_key_cache
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# Store original values
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original_user_api_key_cache = getattr(
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litellm.proxy.proxy_server, "user_api_key_cache", None
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)
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original_master_key = getattr(litellm.proxy.proxy_server, "master_key", None)
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original_prisma_client = getattr(litellm.proxy.proxy_server, "prisma_client", None)
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original_proxy_logging_obj = getattr(
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litellm.proxy.proxy_server, "proxy_logging_obj", None
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)
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try:
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mock_api_key = "sk-my-test-key"
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cache_value = UserAPIKeyAuth(
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token=hash_token(mock_api_key),
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rpm_limit=rpm_limit,
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metadata={"allowed_passthrough_routes": ["/api/public/ingestion"]},
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)
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_cohere_api_key = os.environ.get("COHERE_API_KEY")
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user_api_key_cache.set_cache(key=hash_token(mock_api_key), value=cache_value)
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proxy_logging_obj = ProxyLogging(user_api_key_cache=user_api_key_cache)
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proxy_logging_obj._init_litellm_callbacks()
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setattr(litellm.proxy.proxy_server, "user_api_key_cache", user_api_key_cache)
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setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
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setattr(litellm.proxy.proxy_server, "prisma_client", "FAKE-VAR")
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setattr(litellm.proxy.proxy_server, "proxy_logging_obj", proxy_logging_obj)
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# Define a pass-through endpoint
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pass_through_endpoints = [
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{
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"path": "/api/public/ingestion",
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"target": "https://us.cloud.langfuse.com/api/public/ingestion",
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"auth": auth,
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"custom_auth_parser": "langfuse",
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"headers": {
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"LANGFUSE_PUBLIC_KEY": "os.environ/LANGFUSE_PUBLIC_KEY",
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"LANGFUSE_SECRET_KEY": "os.environ/LANGFUSE_SECRET_KEY",
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},
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}
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]
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|
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# Initialize the pass-through endpoint
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await initialize_pass_through_endpoints(pass_through_endpoints)
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general_settings: Optional[dict] = (
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getattr(litellm.proxy.proxy_server, "general_settings", {}) or {}
|
|
)
|
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old_general_settings = general_settings
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general_settings.update({"pass_through_endpoints": pass_through_endpoints})
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setattr(litellm.proxy.proxy_server, "general_settings", general_settings)
|
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_json_data = {
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"batch": [
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{
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"id": "80e2141f-0ca6-47b7-9c06-dde5e97de690",
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"type": "trace-create",
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"body": {
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"id": "0687af7b-4a75-4de8-a4f6-cba1cdc00865",
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"timestamp": "2024-08-14T02:38:56.092950Z",
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"name": "test-trace-litellm-proxy-passthrough",
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},
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"timestamp": "2024-08-14T02:38:56.093352Z",
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}
|
|
],
|
|
"metadata": {
|
|
"batch_size": 1,
|
|
"sdk_integration": "default",
|
|
"sdk_name": "python",
|
|
"sdk_version": "2.27.0",
|
|
"public_key": "anything",
|
|
},
|
|
}
|
|
|
|
# Make a request to the pass-through endpoint
|
|
# For langfuse custom_auth_parser, the Authorization header must be valid base64
|
|
# Format: base64(public_key:secret_key) where public_key is the LiteLLM API key
|
|
import base64
|
|
|
|
auth_token = base64.b64encode(f"{mock_api_key}:anything".encode()).decode()
|
|
response = client.post(
|
|
"/api/public/ingestion",
|
|
json=_json_data,
|
|
headers={"Authorization": "Basic c2stbXktdGVzdC1rZXk6YW55dGhpbmc="},
|
|
)
|
|
|
|
print("JSON response: ", _json_data)
|
|
|
|
print("RESPONSE RECEIVED - {}".format(response.text))
|
|
|
|
# Assert the response
|
|
assert response.status_code == expected_error_code
|
|
|
|
setattr(litellm.proxy.proxy_server, "general_settings", old_general_settings)
|
|
finally:
|
|
# Reset to original values
|
|
setattr(
|
|
litellm.proxy.proxy_server,
|
|
"user_api_key_cache",
|
|
original_user_api_key_cache,
|
|
)
|
|
setattr(litellm.proxy.proxy_server, "master_key", original_master_key)
|
|
setattr(litellm.proxy.proxy_server, "prisma_client", original_prisma_client)
|
|
setattr(
|
|
litellm.proxy.proxy_server, "proxy_logging_obj", original_proxy_logging_obj
|
|
)
|
|
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_pass_through_endpoint_bing(client, monkeypatch):
|
|
import litellm
|
|
|
|
captured_requests = []
|
|
|
|
async def mock_bing_request(self, request, **kwargs):
|
|
|
|
captured_requests.append(request)
|
|
return httpx.Response(
|
|
200,
|
|
json={
|
|
"_type": "SearchResponse",
|
|
"queryContext": {"originalQuery": "bob barker"},
|
|
"webPages": {
|
|
"webSearchUrl": "https://www.bing.com/search?q=bob+barker",
|
|
"totalEstimatedMatches": 12000000,
|
|
"value": [],
|
|
},
|
|
},
|
|
request=request,
|
|
)
|
|
|
|
monkeypatch.setattr("httpx.AsyncClient.send", mock_bing_request)
|
|
|
|
# Define a pass-through endpoint
|
|
pass_through_endpoints = [
|
|
{
|
|
"path": "/bing/search",
|
|
"target": "https://api.bing.microsoft.com/v7.0/search?setLang=en-US&mkt=en-US",
|
|
"headers": {"Ocp-Apim-Subscription-Key": "XX"},
|
|
"forward_headers": True,
|
|
# Additional settings
|
|
"merge_query_params": True,
|
|
"auth": True,
|
|
},
|
|
{
|
|
"path": "/bing/search-no-merge-params",
|
|
"target": "https://api.bing.microsoft.com/v7.0/search?setLang=en-US&mkt=en-US",
|
|
"headers": {"Ocp-Apim-Subscription-Key": "XX"},
|
|
"forward_headers": True,
|
|
},
|
|
]
|
|
|
|
# Initialize the pass-through endpoint
|
|
await initialize_pass_through_endpoints(pass_through_endpoints)
|
|
general_settings: Optional[dict] = (
|
|
getattr(litellm.proxy.proxy_server, "general_settings", {}) or {}
|
|
)
|
|
general_settings.update({"pass_through_endpoints": pass_through_endpoints})
|
|
setattr(litellm.proxy.proxy_server, "general_settings", general_settings)
|
|
|
|
# Make 2 requests thru the pass-through endpoint
|
|
client.get("/bing/search?q=bob+barker")
|
|
client.get("/bing/search-no-merge-params?q=bob+barker")
|
|
|
|
first_transformed_url = captured_requests[0].url
|
|
second_transformed_url = captured_requests[1].url
|
|
|
|
# Parse URLs to compare query params order-independently
|
|
# Parse first URL
|
|
parsed_first = urlparse(str(first_transformed_url))
|
|
first_params = parse_qs(parsed_first.query)
|
|
|
|
# Parse second URL
|
|
parsed_second = urlparse(str(second_transformed_url))
|
|
second_params = parse_qs(parsed_second.query)
|
|
|
|
# Expected values (parse_qs decodes + as space)
|
|
expected_first_params = {
|
|
"q": ["bob barker"],
|
|
"setLang": ["en-US"],
|
|
"mkt": ["en-US"],
|
|
}
|
|
expected_second_params = {"q": ["bob barker"]}
|
|
|
|
# Assert the response - compare base URL and params separately
|
|
assert (
|
|
parsed_first.scheme == "https"
|
|
and parsed_first.netloc == "api.bing.microsoft.com"
|
|
and parsed_first.path == "/v7.0/search"
|
|
and first_params == expected_first_params
|
|
and parsed_second.scheme == "https"
|
|
and parsed_second.netloc == "api.bing.microsoft.com"
|
|
and parsed_second.path == "/v7.0/search"
|
|
and second_params == expected_second_params
|
|
)
|