|
| 1 | +""" |
| 2 | +Vercel serverless function for SVGBench remote evaluation. |
| 3 | +
|
| 4 | +This function handles the model call part of the evaluation pipeline. |
| 5 | +The SVG evaluation logic remains in the test client. |
| 6 | +""" |
| 7 | + |
| 8 | +import json |
| 9 | +import os |
| 10 | +import logging |
| 11 | +from http.server import BaseHTTPRequestHandler |
| 12 | +from openai import OpenAI |
| 13 | +from dotenv import load_dotenv |
| 14 | + |
| 15 | +from eval_protocol import Status, InitRequest, FireworksTracingHttpHandler, RolloutIdFilter |
| 16 | + |
| 17 | +load_dotenv() |
| 18 | + |
| 19 | +# Attach Fireworks tracing handler to root logger |
| 20 | +fireworks_handler = FireworksTracingHttpHandler() |
| 21 | +logging.getLogger().addHandler(fireworks_handler) |
| 22 | + |
| 23 | + |
| 24 | +class handler(BaseHTTPRequestHandler): |
| 25 | + def do_POST(self): |
| 26 | + try: |
| 27 | + # Read and parse request body |
| 28 | + content_length = int(self.headers.get("Content-Length", 0)) |
| 29 | + request_body = self.rfile.read(content_length).decode("utf-8") |
| 30 | + request_data = json.loads(request_body) |
| 31 | + |
| 32 | + # Parse as InitRequest |
| 33 | + req = InitRequest(**request_data) |
| 34 | + |
| 35 | + # Attach rollout_id filter to logger |
| 36 | + logger = logging.getLogger(f"{__name__}.{req.metadata.rollout_id}") |
| 37 | + logger.addFilter(RolloutIdFilter(req.metadata.rollout_id)) |
| 38 | + |
| 39 | + # Validate required fields |
| 40 | + if not req.messages: |
| 41 | + error_msg = "messages is required" |
| 42 | + logger.error(error_msg, extra={"status": Status.rollout_error(error_msg)}) |
| 43 | + self._send_error(400, error_msg) |
| 44 | + return |
| 45 | + |
| 46 | + # Prepare completion arguments |
| 47 | + completion_kwargs = { |
| 48 | + "messages": req.messages, |
| 49 | + **req.completion_params, |
| 50 | + } |
| 51 | + |
| 52 | + # Add tools if present |
| 53 | + if req.tools: |
| 54 | + completion_kwargs["tools"] = req.tools |
| 55 | + |
| 56 | + # Add completion parameters if they exist |
| 57 | + # if hasattr(req, 'completion_params') and req.completion_params: |
| 58 | + # # Filter out any model override |
| 59 | + # params = {k: v for k, v in req.completion_params.items() if k != 'model'} |
| 60 | + # completion_kwargs.update(params) |
| 61 | + |
| 62 | + # Get API key (prefer request api_key, fallback to environment) |
| 63 | + api_key = req.api_key or os.environ.get("FIREWORKS_API_KEY") |
| 64 | + if not api_key: |
| 65 | + error_msg = "API key not provided in request or FIREWORKS_API_KEY environment variable" |
| 66 | + logger.error(error_msg, extra={"status": Status.rollout_error(error_msg)}) |
| 67 | + self._send_error(500, error_msg) |
| 68 | + return |
| 69 | + |
| 70 | + # Create OpenAI client |
| 71 | + client = OpenAI(base_url=req.model_base_url, api_key=api_key) |
| 72 | + |
| 73 | + logger.info(f"Sending completion request to model {req.completion_params.get('model')}") |
| 74 | + |
| 75 | + # Make the model call |
| 76 | + completion = client.chat.completions.create(**completion_kwargs) |
| 77 | + |
| 78 | + logger.info(f"Completed response: {completion}") |
| 79 | + |
| 80 | + # Log completion status |
| 81 | + logger.info(f"Rollout {req.metadata.rollout_id} completed", extra={"status": Status.rollout_finished()}) |
| 82 | + |
| 83 | + # Return the completion response |
| 84 | + response_data = { |
| 85 | + "status": "completed", |
| 86 | + "rollout_id": req.metadata.rollout_id, |
| 87 | + "choices": [ |
| 88 | + { |
| 89 | + "message": { |
| 90 | + "role": completion.choices[0].message.role, |
| 91 | + "content": completion.choices[0].message.content, |
| 92 | + } |
| 93 | + } |
| 94 | + ], |
| 95 | + } |
| 96 | + |
| 97 | + self._send_json_response(200, response_data) |
| 98 | + |
| 99 | + except Exception as e: |
| 100 | + # Log error if we have the request context |
| 101 | + if "req" in locals() and "logger" in locals(): |
| 102 | + logger.error(f"❌ Error in rollout {req.metadata.rollout_id}: {e}") |
| 103 | + logger.error(str(e), extra={"status": Status.rollout_error(str(e))}) |
| 104 | + |
| 105 | + self._send_error(500, str(e)) |
| 106 | + |
| 107 | + def do_GET(self): |
| 108 | + """Health check endpoint""" |
| 109 | + self._send_json_response( |
| 110 | + 200, |
| 111 | + { |
| 112 | + "status": "ok", |
| 113 | + "message": "SVGBench Vercel Serverless Function", |
| 114 | + "endpoints": {"POST /": "Process SVGBench evaluation requests"}, |
| 115 | + }, |
| 116 | + ) |
| 117 | + |
| 118 | + def do_OPTIONS(self): |
| 119 | + """Handle CORS preflight requests""" |
| 120 | + self.send_response(200) |
| 121 | + self.send_header("Access-Control-Allow-Origin", "*") |
| 122 | + self.send_header("Access-Control-Allow-Methods", "POST, GET, OPTIONS") |
| 123 | + self.send_header("Access-Control-Allow-Headers", "Content-Type") |
| 124 | + self.end_headers() |
| 125 | + |
| 126 | + def _send_json_response(self, status_code: int, data: dict): |
| 127 | + """Send a JSON response""" |
| 128 | + self.send_response(status_code) |
| 129 | + self.send_header("Content-Type", "application/json") |
| 130 | + self.send_header("Access-Control-Allow-Origin", "*") |
| 131 | + self.send_header("Access-Control-Allow-Methods", "POST, GET, OPTIONS") |
| 132 | + self.send_header("Access-Control-Allow-Headers", "Content-Type") |
| 133 | + self.end_headers() |
| 134 | + self.wfile.write(json.dumps(data).encode("utf-8")) |
| 135 | + |
| 136 | + def _send_error(self, status_code: int, message: str): |
| 137 | + """Send an error response""" |
| 138 | + self._send_json_response(status_code, {"error": message}) |
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