Co-authored-by: Maxime Dolores <maxime.dolores@ext.mistral.ai> Co-authored-by: Michel Thomazo <51709227+michelTho@users.noreply.github.com> Co-authored-by: Peter Evers <peter.evers@mistral.ai> Co-authored-by: Pierre Rossinès <pierre.rossines@mistral.ai> Co-authored-by: Quentin <quentin.torroba@mistral.ai> Co-authored-by: Val <102326092+vdeva@users.noreply.github.com> Co-authored-by: Vincent G <10739306+VinceOPS@users.noreply.github.com> Co-authored-by: Mistral Vibe <vibe@mistral.ai>
160 lines
5 KiB
Python
160 lines
5 KiB
Python
from __future__ import annotations
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from collections.abc import Callable
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from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
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import json
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import ssl
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import threading
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import time
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from typing import TypedDict, cast
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class StreamOptionsPayload(TypedDict, total=False):
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include_usage: bool
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stream_tool_calls: bool
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class ChatMessagePayload(TypedDict, total=False):
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role: str
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content: str
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class ChatCompletionsRequestPayload(TypedDict, total=False):
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model: str
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messages: list[ChatMessagePayload]
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stream: bool
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stream_options: StreamOptionsPayload
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type StreamChunk = dict[str, object]
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type ChunkFactory = Callable[[int, ChatCompletionsRequestPayload], list[StreamChunk]]
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class StreamingMockServer:
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@staticmethod
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def build_chunk(
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*,
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created: int,
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delta: dict[str, object],
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finish_reason: str | None,
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usage: dict[str, int] | None = None,
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) -> StreamChunk:
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chunk: dict[str, object] = {
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"id": "mock-id",
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"object": "chat.completion.chunk",
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"created": created,
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"model": "mock-model",
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"choices": [{"index": 0, "delta": delta, "finish_reason": finish_reason}],
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}
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if usage is not None:
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chunk["usage"] = usage
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return chunk
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@staticmethod
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def build_tool_call_delta(
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*, call_id: str, tool_name: str, arguments: str, index: int = 0
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) -> dict[str, object]:
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return {
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"role": "assistant",
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"tool_calls": [
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{
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"index": index,
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"id": call_id,
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"type": "function",
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"function": {"name": tool_name, "arguments": arguments},
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}
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],
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}
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@staticmethod
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def _stream_chunks() -> list[StreamChunk]:
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return [
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StreamingMockServer.build_chunk(
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created=123,
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delta={"role": "assistant", "content": "Hello"},
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finish_reason=None,
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),
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StreamingMockServer.build_chunk(
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created=124, delta={"content": " from mock server"}, finish_reason=None
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),
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StreamingMockServer.build_chunk(
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created=125,
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delta={},
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finish_reason="stop",
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usage={"prompt_tokens": 3, "completion_tokens": 4},
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),
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]
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def __init__(
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self,
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*,
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chunk_factory: ChunkFactory | None = None,
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ssl_context: ssl.SSLContext | None = None,
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) -> None:
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self.requests: list[ChatCompletionsRequestPayload] = []
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self._lock = threading.Lock()
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self._chunk_factory = chunk_factory
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self._server = ThreadingHTTPServer(("127.0.0.1", 0), self._build_handler())
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self._scheme = "https" if ssl_context is not None else "http"
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if ssl_context is not None:
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self._server.socket = ssl_context.wrap_socket(
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self._server.socket, server_side=True
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)
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self._thread = threading.Thread(target=self._server.serve_forever, daemon=True)
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def _build_handler(self) -> type[BaseHTTPRequestHandler]:
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parent = self
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class Handler(BaseHTTPRequestHandler):
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def log_message(self, format, *args):
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return
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def do_POST(self) -> None:
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if self.path != "/v1/chat/completions":
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self.send_response(404)
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self.end_headers()
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return
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length = int(self.headers.get("Content-Length", "0"))
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body = self.rfile.read(length)
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payload = cast(
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ChatCompletionsRequestPayload, json.loads(body.decode("utf-8"))
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)
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with parent._lock:
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parent.requests.append(payload)
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request_index = len(parent.requests) - 1
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self.send_response(200)
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self.send_header("Content-Type", "text/event-stream")
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self.send_header("Cache-Control", "no-cache")
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self.end_headers()
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chunks = (
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parent._chunk_factory(request_index, payload)
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if parent._chunk_factory is not None
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else parent._stream_chunks()
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)
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for chunk in chunks:
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data = json.dumps(chunk, ensure_ascii=False)
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self.wfile.write(f"data: {data}\n\n".encode())
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self.wfile.flush()
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time.sleep(0.03)
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self.wfile.write(b"data: [DONE]\n\n")
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self.wfile.flush()
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return Handler
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@property
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def api_base(self) -> str:
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return f"{self._scheme}://127.0.0.1:{self._server.server_port}/v1"
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def start(self) -> None:
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self._thread.start()
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def stop(self) -> None:
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self._server.shutdown()
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self._server.server_close()
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self._thread.join(timeout=1)
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