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https://github.com/BerriAI/litellm.git
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b2e2a38bc0
* fix(passthrough): stream non-sse passthrough responses instead of buffering in memory Non-SSE passthrough responses were fully read into proxy memory (content = await response.aread()) before the first byte reached the client. For large non-JSON bodies such as Anthropic batch results jsonl files this ballooned proxy RSS to a multiple of the file size and produced near-total TTFB dead air, letting intermediaries kill the silent connection and truncate the download. The upstream request is now sent with httpx stream semantics and the buffering decision is made from the response headers: application/json (and +json) bodies plus upstream errors keep the buffered behavior since spend logging, guardrails and managed-id rewriting inspect them, while every other 2xx body is relayed as a StreamingResponse that iterates upstream bytes without accumulating them, preserving status code and headers (including x-litellm-*) and firing the success-handler logging with response_body=None once the stream completes. * fix(passthrough): log client disconnects mid-stream and derive test client cache key from production code * test(passthrough): intercept AsyncClient.send in legacy passthrough tests and assert final wire params * test(passthrough): fail with a clear assert when the passthrough client cache scan misses
585 lines
20 KiB
Python
585 lines
20 KiB
Python
import os
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import sys
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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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sys.path.insert(
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0, os.path.abspath("../..")
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) # Adds-the parent directory to the system path
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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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# 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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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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},
|
|
"timestamp": "2024-08-14T02:38:56.093352Z",
|
|
}
|
|
],
|
|
"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
|
|
)
|