"""Small model adapter interface for PhyCAD-Bench.""" import json import os import socket import urllib.error import urllib.request from dataclasses import dataclass from typing import Protocol from urllib.parse import urlsplit class ModelRequestError(ValueError): """The model endpoint rejected a request or returned an invalid response.""" class ModelTimeoutError(TimeoutError): """The model did not answer within the configured time.""" @dataclass class ModelResponse: text: str served_model: str | None = None response_id: str | None = None finish_reason: str | None = None usage: dict | None = None class ModelAdapter(Protocol): def generate(self, model: str, messages: list[dict], settings: dict, timeout: int) -> ModelResponse: """Return one model answer for the given messages.""" class OpenAICompatibleAdapter: def __init__(self, base_url: str, api_key_env: str | None = None): parsed = urlsplit(base_url) if parsed.scheme not in ("http", "https") or not parsed.netloc or parsed.query or parsed.fragment: raise ValueError("--base-url must be an HTTP(S) API base URL") self.base_url = base_url.rstrip("/") self.api_key_env = api_key_env self.api_key = None if api_key_env: self.api_key = os.environ.get(api_key_env) if not self.api_key: raise ValueError(f"Set {api_key_env} before running the model") def generate(self, model: str, messages: list[dict], settings: dict, timeout: int) -> ModelResponse: headers = {"Content-Type": "application/json"} if self.api_key: headers["Authorization"] = f"Bearer {self.api_key}" request = urllib.request.Request( self.base_url + "/chat/completions", data=json.dumps({"model": model, "messages": messages, **settings}).encode(), headers=headers, method="POST", ) try: with urllib.request.urlopen(request, timeout=timeout) as response: completion = json.load(response) except urllib.error.HTTPError as exc: raise ModelRequestError(f"Model endpoint returned HTTP {exc.code}") from None except (socket.timeout, TimeoutError): raise ModelTimeoutError(f"Model request exceeded {timeout} seconds") from None except urllib.error.URLError as exc: if isinstance(exc.reason, TimeoutError): raise ModelTimeoutError(f"Model request exceeded {timeout} seconds") from None raise ModelRequestError(f"Could not reach model endpoint: {exc.reason}") from None except json.JSONDecodeError: raise ModelRequestError("Model endpoint did not return JSON") from None try: choice = completion["choices"][0] content = choice["message"].get("content") or "" if isinstance(content, list): content = "".join(part.get("text", "") for part in content if isinstance(part, dict)) if not isinstance(content, str): raise TypeError("Response content is not text") return ModelResponse( text=content, served_model=completion.get("model"), response_id=completion.get("id"), finish_reason=choice.get("finish_reason"), usage=completion.get("usage"), ) except (KeyError, IndexError, TypeError, AttributeError) as exc: raise ModelRequestError(f"Model endpoint returned an invalid chat completion: {exc}") from None