149 lines
4.3 KiB
Python
149 lines
4.3 KiB
Python
from __future__ import annotations
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import json
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import time
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import urllib.error
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import urllib.request
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from collections.abc import Iterator
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from dataclasses import dataclass
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from typing import Any
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from .stream import OpenAIStreamAccumulator
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class OpenAITransportError(RuntimeError):
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pass
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class OpenAIHTTPError(OpenAITransportError):
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def __init__(self, code: int, detail: str = "") -> None:
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super().__init__(f"HTTP {code}")
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self.code = code
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self.detail = detail
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def describe(self, label: str) -> str:
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suffix = f":{self.detail[:300]}" if self.detail else ""
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return f"{label}(HTTP {self.code}){suffix}"
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class OpenAIEmptyResponseError(OpenAITransportError):
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pass
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@dataclass(frozen=True)
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class OpenAIChatCompletion:
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content: Any
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latency_ms: int
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def chat_completion(
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*,
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api_key: str,
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base_url: str,
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model: str,
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messages: list[dict[str, Any]],
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timeout: int,
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user_agent: str,
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) -> OpenAIChatCompletion:
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request = _request(api_key, base_url, model, messages, user_agent, stream=False)
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started = time.perf_counter()
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try:
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with urllib.request.urlopen(request, timeout=timeout) as response:
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result = json.loads(response.read().decode("utf-8"))
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content = result["choices"][0]["message"]["content"]
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except urllib.error.HTTPError as exc:
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raise OpenAIHTTPError(exc.code, _http_error_detail(exc)) from exc
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except (
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urllib.error.URLError,
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TimeoutError,
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json.JSONDecodeError,
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KeyError,
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IndexError,
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) as exc:
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raise OpenAITransportError(str(exc)) from exc
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return OpenAIChatCompletion(
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content=content,
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latency_ms=round((time.perf_counter() - started) * 1000),
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)
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def stream_chat_completion(
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*,
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api_key: str,
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base_url: str,
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model: str,
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messages: list[dict[str, Any]],
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timeout: int,
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user_agent: str,
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) -> Iterator[str]:
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request = _request(api_key, base_url, model, messages, user_agent, stream=True)
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yielded = False
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try:
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with urllib.request.urlopen(request, timeout=timeout) as response:
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accumulator = OpenAIStreamAccumulator()
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for raw_line in response:
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line = raw_line.decode("utf-8", errors="replace").strip()
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if not line or line.startswith(":"):
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continue
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if line.startswith("data:"):
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line = line[5:].strip()
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if line == "[DONE]":
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break
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try:
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result = json.loads(line)
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except json.JSONDecodeError:
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continue
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choices = result.get("choices") or []
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if not choices:
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continue
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content = accumulator.feed(choices[0] or {})
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if content:
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yielded = True
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yield str(content)
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except urllib.error.HTTPError as exc:
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raise OpenAIHTTPError(exc.code, _http_error_detail(exc)) from exc
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except (urllib.error.URLError, TimeoutError, OSError) as exc:
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raise OpenAITransportError(str(exc)) from exc
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if not yielded:
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raise OpenAIEmptyResponseError("empty response")
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def _request(
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api_key: str,
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base_url: str,
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model: str,
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messages: list[dict[str, Any]],
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user_agent: str,
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*,
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stream: bool,
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) -> urllib.request.Request:
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headers = {
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"Content-Type": "application/json",
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"Authorization": f"Bearer {api_key}",
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"User-Agent": user_agent,
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}
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if stream:
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headers["Accept"] = "text/event-stream"
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return urllib.request.Request(
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f"{base_url.rstrip('/')}/chat/completions",
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data=json.dumps(
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{"model": model, "messages": messages, "stream": stream},
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ensure_ascii=False,
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).encode("utf-8"),
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headers=headers,
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method="POST",
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)
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def _http_error_detail(exc: urllib.error.HTTPError) -> str:
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try:
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payload = json.loads(exc.read().decode("utf-8", errors="replace"))
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error = payload.get("error")
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if isinstance(error, dict):
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return str(error.get("message") or error.get("code") or "")
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if error:
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return str(error)
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return str(payload.get("message") or "")
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except (json.JSONDecodeError, OSError):
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return ""
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