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await init_sidecar_client( + port=_sidecar_port, + binary=_sidecar_binary or None, + auto_start=bool(_sidecar_binary), + ) + # End of startup event yield + # Shutdown event - close sidecar client + try: + from litellm.proxy.sidecar_client import get_sidecar_client + + _sc = get_sidecar_client() + if _sc is not None: + await _sc.close() + verbose_proxy_logger.info("Sidecar client closed") + except Exception: + pass + # Shutdown event - close shared aiohttp session if shared_aiohttp_session is not None: try: diff --git a/litellm/proxy/route_llm_request.py b/litellm/proxy/route_llm_request.py index 1b791980af3..555f25652da 100644 --- a/litellm/proxy/route_llm_request.py +++ b/litellm/proxy/route_llm_request.py @@ -143,6 +143,38 @@ def add_shared_session_to_data(data: dict) -> None: pass +async def _try_sidecar_route( + data: dict, + llm_router: Optional[LitellmRouter], + route_type: str, +) -> "Any | None": + """ + Attempt to route an acompletion request through the Rust sidecar. + Returns None if the sidecar is not available or not applicable. + """ + if route_type != "acompletion": + return None + + from litellm.proxy.sidecar_handler import is_sidecar_enabled, sidecar_acompletion + + if not is_sidecar_enabled(): + return None + if llm_router is None: + return None + + try: + deployment = await llm_router.async_get_available_deployment( + model=data.get("model", ""), + messages=data.get("messages"), + request_kwargs=data, + ) + if deployment is None: + return None + return await sidecar_acompletion(data, deployment) + except Exception: + return None + + async def route_request( # noqa: PLR0915 - Complex routing function, refactoring tracked separately data: dict, llm_router: Optional[LitellmRouter], @@ -221,6 +253,14 @@ async def route_request( # noqa: PLR0915 - Complex routing function, refactorin """ Common helper to route the request """ + # Fast path: try Rust sidecar for acompletion requests + sidecar_result = await _try_sidecar_route(data, llm_router, route_type) + if sidecar_result is not None: + # Wrap in a coroutine to match the expected interface (result goes into asyncio.gather) + async def _resolved(): + return sidecar_result + return _resolved() + add_shared_session_to_data(data) team_id = get_team_id_from_data(data) diff --git a/litellm/proxy/sidecar_client.py b/litellm/proxy/sidecar_client.py new file mode 100644 index 00000000000..eeeff90cf22 --- /dev/null +++ b/litellm/proxy/sidecar_client.py @@ -0,0 +1,172 @@ +""" +LiteLLM Rust Sidecar Client + +Forwards HTTP requests through the Rust sidecar for improved performance +under high concurrency. The sidecar provides: +- Pre-warmed connection pools (no per-request SSL/TCP overhead) +- Lock-free metrics aggregation +- Zero GIL contention for I/O forwarding + +The sidecar is optional — if unavailable, requests fall back to the +normal Python HTTP path. +""" + +import asyncio +import json +import os +import subprocess +from typing import Optional, Union + +import aiohttp + +from litellm._logging import verbose_proxy_logger + + +class SidecarClient: + """Client for communicating with the Rust sidecar process.""" + + def __init__( + self, + sidecar_port: int = 8787, + sidecar_binary: Optional[str] = None, + auto_start: bool = False, + ): + self.sidecar_port = sidecar_port + self.sidecar_url = f"http://127.0.0.1:{sidecar_port}" + self.sidecar_binary = sidecar_binary + self.auto_start = auto_start + self._session: Optional[aiohttp.ClientSession] = None + self._process: Optional[subprocess.Popen] = None + self._healthy = False + + async def initialize(self): + """Initialize the sidecar client and optionally start the sidecar process.""" + connector = aiohttp.TCPConnector( + limit=0, + ttl_dns_cache=300, + use_dns_cache=True, + keepalive_timeout=90, + enable_cleanup_closed=True, + ) + self._session = aiohttp.ClientSession( + connector=connector, + timeout=aiohttp.ClientTimeout(total=None, connect=5), + ) + + if self.auto_start and self.sidecar_binary: + await self._start_sidecar() + + self._healthy = await self._check_health() + if self._healthy: + verbose_proxy_logger.info( + f"Sidecar client connected to {self.sidecar_url}" + ) + else: + verbose_proxy_logger.warning( + f"Sidecar not available at {self.sidecar_url}, will use fallback" + ) + + async def _start_sidecar(self): + """Start the sidecar binary as a subprocess.""" + if self.sidecar_binary and os.path.isfile(self.sidecar_binary): + env = os.environ.copy() + env["SIDECAR_PORT"] = str(self.sidecar_port) + self._process = subprocess.Popen( + [self.sidecar_binary], + env=env, + stdout=subprocess.DEVNULL, + stderr=subprocess.DEVNULL, + ) + for _ in range(50): + await asyncio.sleep(0.1) + if await self._check_health(): + return + verbose_proxy_logger.error("Sidecar failed to start within 5 seconds") + + async def _check_health(self) -> bool: + """Check if the sidecar is healthy.""" + if self._session is None: + return False + try: + async with self._session.get( + f"{self.sidecar_url}/health", timeout=aiohttp.ClientTimeout(total=2) + ) as resp: + return resp.status == 200 + except Exception: + return False + + @property + def is_healthy(self) -> bool: + return self._healthy + + async def forward_request( + self, + provider_url: str, + api_key: str, + request_body: Union[dict, str, bytes], + path: str = "/v1/chat/completions", + timeout: int = 300, + stream: bool = False, + ) -> aiohttp.ClientResponse: + """Forward a request through the sidecar to the provider.""" + if self._session is None: + raise RuntimeError("SidecarClient not initialized") + + headers = { + "X-LiteLLM-Provider-URL": provider_url, + "X-LiteLLM-API-Key": api_key, + "X-LiteLLM-Timeout": str(timeout), + "X-LiteLLM-Stream": "true" if stream else "false", + "X-LiteLLM-Path": path, + "Content-Type": "application/json", + } + + if isinstance(request_body, dict): + body = json.dumps(request_body).encode() + elif isinstance(request_body, str): + body = request_body.encode() + else: + body = request_body + + resp = await self._session.post( + f"{self.sidecar_url}/forward", + data=body, + headers=headers, + ) + return resp + + async def close(self): + """Shut down the sidecar client and optionally the sidecar process.""" + if self._session: + await self._session.close() + self._session = None + if self._process: + self._process.terminate() + self._process.wait(timeout=5) + self._process = None + self._healthy = False + + +# Global sidecar client instance +_sidecar_client: Optional[SidecarClient] = None + + +def get_sidecar_client() -> Optional[SidecarClient]: + """Get the global sidecar client instance.""" + return _sidecar_client + + +async def init_sidecar_client( + port: int = 8787, + binary: Optional[str] = None, + auto_start: bool = False, +) -> SidecarClient: + """Initialize the global sidecar client.""" + global _sidecar_client + _sidecar_client = SidecarClient( + sidecar_port=port, + sidecar_binary=binary, + auto_start=auto_start, + ) + await _sidecar_client.initialize() + return _sidecar_client diff --git a/litellm/proxy/sidecar_handler.py b/litellm/proxy/sidecar_handler.py new file mode 100644 index 00000000000..41fd89ae0bf --- /dev/null +++ b/litellm/proxy/sidecar_handler.py @@ -0,0 +1,119 @@ +""" +Sidecar request handler. + +Translates between LiteLLM's internal data format and the sidecar's +HTTP forwarding protocol. Returns ModelResponse objects compatible +with the rest of the proxy pipeline. +""" + +import json +from typing import Optional + +from litellm.proxy.sidecar_client import get_sidecar_client +from litellm.types.utils import ModelResponse + + +def _extract_provider_info(data: dict, deployment: Optional[dict] = None) -> dict: + """Extract provider URL, API key, and other forwarding metadata from request data.""" + info = { + "api_base": "", + "api_key": "", + "timeout": 300, + "stream": False, + "model": "", + } + + if deployment: + litellm_params = deployment.get("litellm_params", {}) + info["api_base"] = litellm_params.get("api_base", "") + info["api_key"] = litellm_params.get("api_key", "") + info["timeout"] = litellm_params.get("timeout", 300) + info["model"] = litellm_params.get("model", "") + + # Override with request-level data + if "api_base" in data: + info["api_base"] = data["api_base"] + if "api_key" in data: + info["api_key"] = data["api_key"] + if "timeout" in data: + info["timeout"] = data["timeout"] + if "stream" in data: + info["stream"] = data["stream"] + if "model" in data: + info["model"] = data["model"] + + return info + + +async def sidecar_acompletion(data: dict, deployment: dict) -> ModelResponse: + """ + Forward a chat completion request through the sidecar. + + Returns a ModelResponse compatible with litellm's response format. + """ + client = get_sidecar_client() + if client is None or not client.is_healthy: + raise RuntimeError("Sidecar not available") + + provider_info = _extract_provider_info(data, deployment) + + # Build the request body (what the provider expects) + request_body = { + "model": provider_info["model"].split("/", 1)[-1] + if "/" in provider_info["model"] + else provider_info["model"], + "messages": data.get("messages", []), + } + + # Forward optional params + for key in [ + "max_tokens", + "temperature", + "top_p", + "n", + "stop", + "presence_penalty", + "frequency_penalty", + "logit_bias", + "user", + "response_format", + "seed", + "tools", + "tool_choice", + "stream", + ]: + if key in data and data[key] is not None: + request_body[key] = data[key] + + timeout = provider_info["timeout"] + if isinstance(timeout, (int, float)): + timeout = int(timeout) + else: + timeout = 300 + + resp = await client.forward_request( + provider_url=provider_info["api_base"], + api_key=provider_info["api_key"], + request_body=request_body, + path="/v1/chat/completions", + timeout=timeout, + stream=False, + ) + + resp_body = await resp.read() + resp_json = json.loads(resp_body) + + if resp.status != 200: + raise Exception( + f"Sidecar forwarding failed with status {resp.status}: {resp_json}" + ) + + # Convert to ModelResponse + model_response = ModelResponse(**resp_json) + return model_response + + +def is_sidecar_enabled() -> bool: + """Check if the sidecar is enabled and healthy.""" + client = get_sidecar_client() + return client is not None and client.is_healthy diff --git a/tests/load_tests/compare_results.py b/tests/load_tests/compare_results.py new file mode 100644 index 00000000000..72f3f2ea6cf --- /dev/null +++ b/tests/load_tests/compare_results.py @@ -0,0 +1,89 @@ +"""Compare baseline vs sidecar locust load test results.""" +import csv +import sys +import os + + +def parse_stats_csv(filepath): + """Parse a locust stats CSV file.""" + if not os.path.exists(filepath): + print(f"File not found: {filepath}") + return None + + with open(filepath) as f: + reader = csv.DictReader(f) + for row in reader: + if row.get("Name") == "Aggregated": + return { + "requests": int(row.get("Request Count", 0)), + "failures": int(row.get("Failure Count", 0)), + "median": float(row.get("Median Response Time", 0)), + "avg": float(row.get("Average Response Time", 0)), + "min": float(row.get("Min Response Time", 0)), + "max": float(row.get("Max Response Time", 0)), + "p50": float(row.get("50%", 0)), + "p66": float(row.get("66%", 0)), + "p75": float(row.get("75%", 0)), + "p80": float(row.get("80%", 0)), + "p90": float(row.get("90%", 0)), + "p95": float(row.get("95%", 0)), + "p98": float(row.get("98%", 0)), + "p99": float(row.get("99%", 0)), + "p999": float(row.get("99.9%", 0)), + "p9999": float(row.get("99.99%", 0)), + "rps": float(row.get("Requests/s", 0)), + } + return None + + +def main(): + results_dir = sys.argv[1] if len(sys.argv) > 1 else "tests/load_tests/results" + + baseline = parse_stats_csv(os.path.join(results_dir, "baseline_stats.csv")) + sidecar = parse_stats_csv(os.path.join(results_dir, "sidecar_stats.csv")) + + if not baseline: + print("No baseline results found") + return + + print("=" * 70) + print(f"{'Metric':<25} {'Baseline':>12} {'Sidecar':>12} {'Change':>12}") + print("=" * 70) + + if sidecar: + metrics = [ + ("Total Requests", "requests", ""), + ("Failures", "failures", ""), + ("Requests/sec", "rps", " rps"), + ("Median (ms)", "median", " ms"), + ("Average (ms)", "avg", " ms"), + ("P50 (ms)", "p50", " ms"), + ("P90 (ms)", "p90", " ms"), + ("P95 (ms)", "p95", " ms"), + ("P99 (ms)", "p99", " ms"), + ("P99.9 (ms)", "p999", " ms"), + ("Max (ms)", "max", " ms"), + ] + + for label, key, unit in metrics: + b_val = baseline[key] + s_val = sidecar[key] + if b_val > 0: + if key in ("rps", "requests"): + change = ((s_val - b_val) / b_val) * 100 + else: + change = ((s_val - b_val) / b_val) * 100 + change_str = f"{change:+.1f}%" + else: + change_str = "N/A" + print(f"{label:<25} {b_val:>10.1f}{unit:>2} {s_val:>10.1f}{unit:>2} {change_str:>12}") + else: + print("Sidecar results not available yet. Baseline only:") + for key, val in baseline.items(): + print(f" {key}: {val}") + + print("=" * 70) + + +if __name__ == "__main__": + main() diff --git a/tests/load_tests/loadtest_config.yaml b/tests/load_tests/loadtest_config.yaml new file mode 100644 index 00000000000..b51ae1951da --- /dev/null +++ b/tests/load_tests/loadtest_config.yaml @@ -0,0 +1,17 @@ +model_list: + - model_name: fake-openai-endpoint + litellm_params: + model: openai/fake-model + api_key: fake-key + api_base: http://127.0.0.1:18888/ + +general_settings: + master_key: sk-1234 + disable_spend_logs: True + +litellm_settings: + drop_params: True + telemetry: False + num_retries: 0 + request_timeout: 30 + callbacks: [] diff --git a/tests/load_tests/loadtest_config_sidecar.yaml b/tests/load_tests/loadtest_config_sidecar.yaml new file mode 100644 index 00000000000..92882b18cec --- /dev/null +++ b/tests/load_tests/loadtest_config_sidecar.yaml @@ -0,0 +1,19 @@ +model_list: + - model_name: fake-openai-endpoint + litellm_params: + model: openai/fake-model + api_key: fake-key + api_base: http://127.0.0.1:18888/ + +general_settings: + master_key: sk-1234 + disable_spend_logs: True + use_sidecar: True + sidecar_port: 8787 + +litellm_settings: + drop_params: True + telemetry: False + num_retries: 0 + request_timeout: 30 + callbacks: [] diff --git a/tests/load_tests/locustfile.py b/tests/load_tests/locustfile.py new file mode 100644 index 00000000000..a59572a5a79 --- /dev/null +++ b/tests/load_tests/locustfile.py @@ -0,0 +1,39 @@ +""" +Locust load test for LiteLLM proxy. + +Usage: + # Start mock server: + poetry run python tests/load_tests/mock_openai_server.py & + + # Start proxy: + poetry run litellm --config tests/load_tests/loadtest_config.yaml --port 4000 & + + # Run headless load test (baseline): + poetry run locust -f tests/load_tests/locustfile.py \ + --headless -u 200 -r 50 --run-time 30s \ + --host http://localhost:4000 \ + --csv results/baseline \ + --only-summary + + # Run with web UI: + poetry run locust -f tests/load_tests/locustfile.py --host http://localhost:4000 +""" + +from locust import HttpUser, task, between + + +class ChatCompletionUser(HttpUser): + wait_time = between(0.01, 0.02) + + @task + def post_chat_completions(self): + headers = { + "Content-Type": "application/json", + "Authorization": "Bearer sk-1234", + } + data = { + "model": "fake-openai-endpoint", + "max_tokens": 10, + "messages": [{"role": "user", "content": "Hello"}], + } + self.client.post("/chat/completions", json=data, headers=headers) diff --git a/tests/load_tests/mock_openai_server.py b/tests/load_tests/mock_openai_server.py new file mode 100644 index 00000000000..47005bc67b4 --- /dev/null +++ b/tests/load_tests/mock_openai_server.py @@ -0,0 +1,43 @@ +""" +Ultra-fast mock OpenAI server for load testing. +Returns minimal valid responses with near-zero processing time. +""" +import time +import uvicorn +from fastapi import FastAPI, Request +from fastapi.responses import JSONResponse, StreamingResponse + +app = FastAPI() + +MOCK_RESPONSE = { + "id": "chatcmpl-mock-loadtest", + "object": "chat.completion", + "created": 0, + "model": "fake-model", + "choices": [ + { + "index": 0, + "message": {"role": "assistant", "content": "Mock response for load testing."}, + "finish_reason": "stop", + } + ], + "usage": {"prompt_tokens": 10, "completion_tokens": 8, "total_tokens": 18}, +} + + +@app.post("/v1/chat/completions") +@app.post("/chat/completions") +async def chat_completions(request: Request): + body = await request.body() + response = MOCK_RESPONSE.copy() + response["created"] = int(time.time()) + return JSONResponse(response) + + +@app.get("/health") +async def health(): + return {"status": "ok"} + + +if __name__ == "__main__": + uvicorn.run(app, host="127.0.0.1", port=18888, log_level="warning", access_log=False) diff --git a/tests/load_tests/run_loadtest.sh b/tests/load_tests/run_loadtest.sh new file mode 100755 index 00000000000..46afbd7372d --- /dev/null +++ b/tests/load_tests/run_loadtest.sh @@ -0,0 +1,111 @@ +#!/bin/bash +set -e + +SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" +WORKSPACE="$(cd "$SCRIPT_DIR/../.." && pwd)" +RESULTS_DIR="$SCRIPT_DIR/results" +mkdir -p "$RESULTS_DIR" + +USERS=${1:-200} +SPAWN_RATE=${2:-50} +DURATION=${3:-60s} + +echo "=== LiteLLM Sidecar Load Test ===" +echo "Users: $USERS, Spawn Rate: $SPAWN_RATE, Duration: $DURATION" +echo "" + +# Function to wait for a service +wait_for_service() { + local url=$1 + local name=$2 + local max_attempts=${3:-30} + echo "Waiting for $name at $url..." + for i in $(seq 1 $max_attempts); do + if curl -s "$url" > /dev/null 2>&1; then + echo "$name is ready!" + return 0 + fi + sleep 1 + done + echo "ERROR: $name failed to start" + return 1 +} + +# Step 1: Start mock server (if not running) +if ! curl -s http://127.0.0.1:18888/health > /dev/null 2>&1; then + echo "Starting mock OpenAI server on port 18888..." + cd "$WORKSPACE" && poetry run python tests/load_tests/mock_openai_server.py & + MOCK_PID=$! + wait_for_service "http://127.0.0.1:18888/health" "Mock Server" +else + echo "Mock server already running on port 18888" +fi + +# Step 2: Run baseline test +echo "" +echo "=== BASELINE TEST (Python-only) ===" +echo "Starting proxy on port 4000..." + +# Kill any existing proxy on port 4000 +lsof -ti:4000 | xargs kill -9 2>/dev/null || true +sleep 1 + +cd "$WORKSPACE" && poetry run litellm --config tests/load_tests/loadtest_config.yaml --port 4000 & +PROXY_PID=$! +wait_for_service "http://localhost:4000/health/liveliness" "LiteLLM Proxy" 30 + +echo "Running baseline locust test..." +cd "$WORKSPACE" && poetry run locust -f tests/load_tests/locustfile.py \ + --headless -u "$USERS" -r "$SPAWN_RATE" --run-time "$DURATION" \ + --host http://localhost:4000 \ + --csv "$RESULTS_DIR/baseline" \ + --only-summary 2>&1 | tee "$RESULTS_DIR/baseline_output.txt" + +# Kill baseline proxy +kill $PROXY_PID 2>/dev/null || true +sleep 2 + +# Step 3: Run sidecar test +echo "" +echo "=== SIDECAR TEST (Rust forwarding) ===" + +# Start sidecar +SIDECAR_BIN="$WORKSPACE/litellm-sidecar/target/release/litellm-sidecar" +if [ ! -f "$SIDECAR_BIN" ]; then + echo "Building sidecar..." + cd "$WORKSPACE/litellm-sidecar" && cargo build --release +fi + +echo "Starting sidecar on port 8787..." +SIDECAR_PORT=8787 "$SIDECAR_BIN" & +SIDECAR_PID=$! +wait_for_service "http://127.0.0.1:8787/health" "Sidecar" + +echo "Starting proxy on port 4000 (sidecar mode)..." +cd "$WORKSPACE" && USE_SIDECAR=true SIDECAR_PORT=8787 \ + poetry run litellm --config tests/load_tests/loadtest_config_sidecar.yaml --port 4000 & +PROXY_PID=$! +wait_for_service "http://localhost:4000/health/liveliness" "LiteLLM Proxy (Sidecar)" 30 + +echo "Running sidecar locust test..." +cd "$WORKSPACE" && poetry run locust -f tests/load_tests/locustfile.py \ + --headless -u "$USERS" -r "$SPAWN_RATE" --run-time "$DURATION" \ + --host http://localhost:4000 \ + --csv "$RESULTS_DIR/sidecar" \ + --only-summary 2>&1 | tee "$RESULTS_DIR/sidecar_output.txt" + +# Cleanup +kill $PROXY_PID 2>/dev/null || true +kill $SIDECAR_PID 2>/dev/null || true + +# Step 4: Compare results +echo "" +echo "=== COMPARISON ===" +echo "" +echo "--- Baseline ---" +tail -5 "$RESULTS_DIR/baseline_output.txt" +echo "" +echo "--- Sidecar ---" +tail -5 "$RESULTS_DIR/sidecar_output.txt" +echo "" +echo "Results saved to $RESULTS_DIR/"