|
| 1 | +import requests |
| 2 | +import threading |
| 3 | +import time |
| 4 | +from concurrent.futures import ThreadPoolExecutor, as_completed |
| 5 | +import json |
| 6 | +import platform |
| 7 | +import asyncio |
| 8 | +import argparse |
| 9 | +import websockets |
| 10 | + |
| 11 | +# Define a list of request configurations |
| 12 | +model_id = "tinyllama:gguf" |
| 13 | + |
| 14 | + |
| 15 | +def make_request(config): |
| 16 | + try: |
| 17 | + method = config["method"].lower() |
| 18 | + url = config["url"] |
| 19 | + headers = config.get("headers", {}) |
| 20 | + data = json.dumps(config.get("data")) if "data" in config else None |
| 21 | + |
| 22 | + response = requests.request(method, url, headers=headers, data=data) |
| 23 | + return response.status_code, response.text |
| 24 | + except requests.RequestException as e: |
| 25 | + return None, str(e) |
| 26 | + |
| 27 | + |
| 28 | +def get_setup_configs(host_port): |
| 29 | + return [ |
| 30 | + { |
| 31 | + "method": "PATCH", |
| 32 | + "url": "http://" + host_port + "/v1/configs", |
| 33 | + "headers": {"Content-Type": "application/json"}, |
| 34 | + "data": { |
| 35 | + "cors": True, |
| 36 | + "allowed_origins": [ |
| 37 | + "http://localhost:39281", |
| 38 | + "http://127.0.0.1:39281", |
| 39 | + "http://0.0.0.0:39281", |
| 40 | + ], |
| 41 | + "proxy_username": "", |
| 42 | + "proxy_password": "", |
| 43 | + "proxy_url": "", |
| 44 | + "verify_proxy_ssl": False, |
| 45 | + "verify_proxy_host_ssl": False, |
| 46 | + "verify_peer_ssl": False, |
| 47 | + "verify_host_ssl": False, |
| 48 | + "no_proxy": "localhost", |
| 49 | + "huggingface_token": "", |
| 50 | + }, |
| 51 | + }, |
| 52 | + { |
| 53 | + "method": "POST", |
| 54 | + "url": "http://" + host_port + "/v1/engines/llama-cpp/install", |
| 55 | + "headers": {"Accept": "application/json"}, |
| 56 | + }, |
| 57 | + { |
| 58 | + "method": "GET", |
| 59 | + "url": "http://" + host_port + "/v1/engines/llama-cpp", |
| 60 | + "headers": {"Accept": "application/json"}, |
| 61 | + }, |
| 62 | + { |
| 63 | + "method": "GET", |
| 64 | + "url": "http://" + host_port + "/v1/engines/llama-cpp/releases", |
| 65 | + "headers": {"Accept": "application/json"}, |
| 66 | + }, |
| 67 | + { |
| 68 | + "method": "GET", |
| 69 | + "url": "http://" + host_port + "/v1/engines/llama-cpp/releases/latest", |
| 70 | + "headers": {"Accept": "application/json"}, |
| 71 | + }, |
| 72 | + { |
| 73 | + "method": "GET", |
| 74 | + "url": "http://" + host_port + "/v1/engines/llama-cpp/default", |
| 75 | + "headers": {"Accept": "application/json"}, |
| 76 | + }, |
| 77 | + { |
| 78 | + "method": "POST", |
| 79 | + "url": "http://" + host_port + "/v1/models/pull", |
| 80 | + "headers": {"Content-Type": "application/json"}, |
| 81 | + "data": {"model": "tinyllama:gguf"}, |
| 82 | + }, |
| 83 | + { |
| 84 | + "method": "POST", |
| 85 | + "url": "http://" + host_port + "/v1/engines/llama-cpp/load", |
| 86 | + "headers": {"Content-Type": "application/json"}, |
| 87 | + }, |
| 88 | + { |
| 89 | + "method": "POST", |
| 90 | + "url": "http://" + host_port + "/v1/models/start", |
| 91 | + "headers": {"Content-Type": "application/json"}, |
| 92 | + "data": {"model": "tinyllama:gguf"}, |
| 93 | + }, |
| 94 | + { |
| 95 | + "method": "POST", |
| 96 | + "url": "http://" + host_port + "/v1/chat/completions", |
| 97 | + "headers": {"Content-Type": "application/json"}, |
| 98 | + "data": { |
| 99 | + "model": "tinyllama:gguf", |
| 100 | + "stream": True, |
| 101 | + "messages": [{"content": "How are you today?", "role": "user"}], |
| 102 | + "max_tokens": 256, |
| 103 | + }, |
| 104 | + }, |
| 105 | + ] |
| 106 | + |
| 107 | + |
| 108 | +def get_teardown_configs(host_port): |
| 109 | + return [ |
| 110 | + { |
| 111 | + "method": "POST", |
| 112 | + "url": "http://" + host_port + "/v1/models/stop", |
| 113 | + "headers": {"Content-Type": "application/json"}, |
| 114 | + "data": {"model": "tinyllama:gguf"}, |
| 115 | + }, |
| 116 | + { |
| 117 | + "method": "DELETE", |
| 118 | + "url": "http://" + host_port + "/v1/engines/llama-cpp/load", |
| 119 | + "headers": {"Content-Type": "application/json"}, |
| 120 | + }, |
| 121 | + { |
| 122 | + "method": "DELETE", |
| 123 | + "url": "http://" + host_port + "/v1/engines/llama-cpp/install", |
| 124 | + "headers": {"Accept": "application/json"}, |
| 125 | + }, |
| 126 | + { |
| 127 | + "method": "DELETE", |
| 128 | + "url": "http://" + host_port + "/v1/models/" + model_id, |
| 129 | + "headers": {"Accept": "application/json"}, |
| 130 | + }, |
| 131 | + ] |
| 132 | + |
| 133 | + |
| 134 | +async def setup_env(host_port): |
| 135 | + for config in get_setup_configs(host_port): |
| 136 | + status_code, response_text = make_request(config) |
| 137 | + if config["method"] == "POST" and ( |
| 138 | + "/v1/engines/install" in config["url"] or "/v1/models/pull" in config["url"] |
| 139 | + ): |
| 140 | + await wait_for_websocket_download_success_event(timeout=None) |
| 141 | + |
| 142 | + if status_code: |
| 143 | + print( |
| 144 | + f"setup_env: {config['url']} Status Code {status_code} - Response {response_text}" |
| 145 | + ) |
| 146 | + else: |
| 147 | + print(f"setup_env: {config['url']} Error - {response_text}") |
| 148 | + |
| 149 | + |
| 150 | +def teardown(host_port): |
| 151 | + for config in get_teardown_configs(host_port): |
| 152 | + status_code, response_text = make_request(config) |
| 153 | + |
| 154 | + if status_code: |
| 155 | + print(f"teardown: {config['url']} Status Code {status_code}") |
| 156 | + else: |
| 157 | + print(f"teardown: {config['url']} Error - {response_text}") |
| 158 | + |
| 159 | + |
| 160 | +def get_request_configs(host_port): |
| 161 | + return [ |
| 162 | + { |
| 163 | + "method": "GET", |
| 164 | + "url": "http://" + host_port + "/v1/configs", |
| 165 | + "headers": {"Accept": "application/json"}, |
| 166 | + }, |
| 167 | + { |
| 168 | + "method": "GET", |
| 169 | + "url": "http://" + host_port + "/v1/models", |
| 170 | + "headers": {"Accept": "application/json"}, |
| 171 | + }, |
| 172 | + { |
| 173 | + "method": "GET", |
| 174 | + "url": "http://" + host_port + "/v1/hardware", |
| 175 | + "headers": {"Accept": "application/json"}, |
| 176 | + }, |
| 177 | + { |
| 178 | + "method": "GET", |
| 179 | + "url": "http://" + host_port + "/healthz", |
| 180 | + "headers": {"Accept": "application/json"}, |
| 181 | + }, |
| 182 | + { |
| 183 | + "method": "GET", |
| 184 | + "url": "http://" + host_port + "/v1/threads", |
| 185 | + "headers": {"Accept": "application/json"}, |
| 186 | + }, |
| 187 | + { |
| 188 | + "method": "GET", |
| 189 | + "url": "http://" + host_port + "/v1/threads", |
| 190 | + "headers": {"Accept": "application/json"}, |
| 191 | + }, |
| 192 | + ] |
| 193 | + |
| 194 | + |
| 195 | +def worker(host_port, thread_id, num_requests): |
| 196 | + request_configs = get_request_configs(host_port) |
| 197 | + for i in range(num_requests): |
| 198 | + config = request_configs[i % len(request_configs)] |
| 199 | + status_code, response_text = make_request(config) |
| 200 | + if status_code: |
| 201 | + print( |
| 202 | + f"Thread {thread_id}, Request {i+1}: {config['method']} {config['url']} - Status Code {status_code}" |
| 203 | + ) |
| 204 | + else: |
| 205 | + print( |
| 206 | + f"Thread {thread_id}, Request {i+1}: {config['method']} {config['url']} - Error - {response_text}" |
| 207 | + ) |
| 208 | + |
| 209 | + |
| 210 | +async def wait_for_websocket_download_success_event(timeout: float = 30): |
| 211 | + if platform.system() == "Windows": |
| 212 | + asyncio.set_event_loop_policy(asyncio.WindowsSelectorEventLoopPolicy()) |
| 213 | + async with websockets.connect("ws://" + host_port + "/events") as websocket: |
| 214 | + try: |
| 215 | + # Using wait_for instead of timeout context manager |
| 216 | + async def receive_until_success(): |
| 217 | + while True: |
| 218 | + message = await websocket.recv() |
| 219 | + try: |
| 220 | + event = json.loads(message) |
| 221 | + if event.get("type") == "DownloadSuccess": |
| 222 | + return event |
| 223 | + except json.JSONDecodeError: |
| 224 | + continue |
| 225 | + |
| 226 | + return await asyncio.wait_for(receive_until_success(), timeout) |
| 227 | + |
| 228 | + except asyncio.TimeoutError: |
| 229 | + raise TimeoutError("Timeout waiting for DownloadSuccess event") |
| 230 | + |
| 231 | + |
| 232 | +def run_test(host_port, num_threads, requests_per_thread): |
| 233 | + start_time = time.time() |
| 234 | + |
| 235 | + with ThreadPoolExecutor(max_workers=num_threads) as executor: |
| 236 | + futures = [ |
| 237 | + executor.submit(worker, host_port, i, requests_per_thread) |
| 238 | + for i in range(num_threads) |
| 239 | + ] |
| 240 | + |
| 241 | + for future in as_completed(futures): |
| 242 | + future.result() |
| 243 | + |
| 244 | + end_time = time.time() |
| 245 | + total_requests = num_threads * requests_per_thread |
| 246 | + total_time = end_time - start_time |
| 247 | + |
| 248 | + print(f"\nTest completed:") |
| 249 | + print(f"Total threads: {num_threads}") |
| 250 | + print(f"Requests per thread: {requests_per_thread}") |
| 251 | + print(f"Total requests: {total_requests}") |
| 252 | + print(f"Total time: {total_time:.2f} seconds") |
| 253 | + print(f"Requests per second: {total_requests / total_time:.2f}") |
| 254 | + |
| 255 | + |
| 256 | +def parse_argument(): |
| 257 | + parser = argparse.ArgumentParser(description="Local test") |
| 258 | + parser.add_argument("--host", type=str, default="127.0.0.1", help="Server host") |
| 259 | + parser.add_argument("--port", type=int, help="Server port", required=True) |
| 260 | + parser.add_argument( |
| 261 | + "--num_threads", type=str, default=5, help="Number of threads to send requests" |
| 262 | + ) |
| 263 | + parser.add_argument( |
| 264 | + "--requests_per_thread", |
| 265 | + type=str, |
| 266 | + default=10, |
| 267 | + help="Number of requests per thread", |
| 268 | + ) |
| 269 | + args = parser.parse_args() |
| 270 | + return args |
| 271 | + |
| 272 | + |
| 273 | +if __name__ == "__main__": |
| 274 | + args = parse_argument() |
| 275 | + host_port = args.host + ":" + str(args.port) |
| 276 | + print("Server start: " + host_port) |
| 277 | + teardown(host_port) |
| 278 | + |
| 279 | + loop = asyncio.get_event_loop() |
| 280 | + loop.run_until_complete(setup_env(host_port)) |
| 281 | + |
| 282 | + run_test(host_port, args.num_threads, args.requests_per_thread) |
| 283 | + |
| 284 | + teardown(host_port) |
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