simbiot-harness/venv/lib/python3.12/site-packages/openai/resources/live/forks.py
Simbiot Harness b60439152b Simbiot Harness v0.1: тактовая лестница на Strands + CQRS/ES-спина
- harness/es.py: append-only event store + проекции (образец — кооп-портал)
- harness/levels.py: уровни 1с/1м/1ч/1д, контекст ∝ масштабу
- harness/scheduler.py: уровневые потоки, идемпотентные тики, absorbed-стабы
- harness/isolated_runner.py + _llm_worker.py: LLM-тик в сабпроцессе
  (глобальный asyncio-рантайм Strands не переживает 2+ create_harness)
- cli.py: init/task/tasks/status/events + requeue (написан самим минутным агентом)
- 9router: отдельный ключ sk-simbiot, модель auto (glm-5.3 первым)
2026-09-29 15:28:50 +00:00

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# File generated from our OpenAPI spec by Castiron. See CONTRIBUTING.md for details.
from __future__ import annotations
import json
import time
import random
import logging
from types import TracebackType
from typing import TYPE_CHECKING, Any, Union, Callable, Iterator, Optional, Awaitable, cast
from typing_extensions import AsyncIterator
import httpx2
from pydantic import BaseModel
from ..._types import Omit, Query, Headers, omit
from ..._utils import is_given, path_template, maybe_transform, strip_not_given, async_maybe_transform
from ..._compat import cached_property
from ..._models import FinalRequestOptions, construct_type_unchecked
from ..._resource import SyncAPIResource, AsyncAPIResource
from ..._exceptions import OpenAIError, WebSocketConnectionClosedError
from ..._send_queue import SendQueue
from ..._base_client import _merge_mappings
from ..._event_handler import EventHandlerRegistry
from ...types.live.error_event import ErrorEvent
from ...types.live.fork_client_event import ForkClientEvent
from ...types.live.fork_server_event import ForkServerEvent
from ...types.websocket_reconnection import ReconnectingEvent, ReconnectingOverrides, is_recoverable_close
from ...types.live.fork_client_event_param import ForkClientEventParam
from ...types.websocket_connection_options import WebSocketConnectionOptions
from ...types.live.fork_session_config_param import ForkSessionConfigParam
from ...types.live.session_update_config_param import SessionUpdateConfigParam
from ...types.responses.response_input_item_param import ResponseInputItemParam
if TYPE_CHECKING:
from websockets.sync.client import ClientConnection as WebSocketConnection
from websockets.asyncio.client import ClientConnection as AsyncWebSocketConnection
from ..._client import OpenAI, AsyncOpenAI
__all__ = ["Forks", "AsyncForks"]
log: logging.Logger = logging.getLogger(__name__)
class Forks(SyncAPIResource):
def connect(
self,
*,
session_id: str,
extra_query: Query = {},
extra_headers: Headers = {},
websocket_connection_options: WebSocketConnectionOptions = {},
on_reconnecting: Callable[[ReconnectingEvent], ReconnectingOverrides | None] | None = None,
max_retries: int = 5,
initial_delay: float = 0.5,
max_delay: float = 8.0,
max_queue_size: int = 1_048_576,
) -> ForksConnectionManager:
"""Fork a stored Live session over WebSocket.
Send session.start with an overrides object (which may be empty), then wait for session.started. The model is inherited.
"""
return ForksConnectionManager(
client=self._client,
extra_query=extra_query,
extra_headers=extra_headers,
websocket_connection_options=websocket_connection_options,
on_reconnecting=on_reconnecting,
max_retries=max_retries,
initial_delay=initial_delay,
max_delay=max_delay,
max_queue_size=max_queue_size,
session_id=session_id,
)
class AsyncForks(AsyncAPIResource):
def connect(
self,
*,
session_id: str,
extra_query: Query = {},
extra_headers: Headers = {},
websocket_connection_options: WebSocketConnectionOptions = {},
on_reconnecting: Callable[[ReconnectingEvent], ReconnectingOverrides | None] | None = None,
max_retries: int = 5,
initial_delay: float = 0.5,
max_delay: float = 8.0,
max_queue_size: int = 1_048_576,
) -> AsyncForksConnectionManager:
"""Fork a stored Live session over WebSocket.
Send session.start with an overrides object (which may be empty), then wait for session.started. The model is inherited.
"""
return AsyncForksConnectionManager(
client=self._client,
extra_query=extra_query,
extra_headers=extra_headers,
websocket_connection_options=websocket_connection_options,
on_reconnecting=on_reconnecting,
max_retries=max_retries,
initial_delay=initial_delay,
max_delay=max_delay,
max_queue_size=max_queue_size,
session_id=session_id,
)
class AsyncForksConnection:
"""Represents a live WebSocket connection to the Forks API"""
session: AsyncForksSessionResource
response: AsyncForksResponseResource
_connection: AsyncWebSocketConnection
def __init__(
self,
connection: AsyncWebSocketConnection,
*,
make_ws: Callable[[Query, Headers], Awaitable[AsyncWebSocketConnection]] | None = None,
on_reconnecting: Callable[[ReconnectingEvent], ReconnectingOverrides | None] | None = None,
max_retries: int = 5,
initial_delay: float = 0.5,
max_delay: float = 8.0,
extra_query: Query = {},
extra_headers: Headers = {},
send_queue: SendQueue | None = None,
) -> None:
self._connection = connection
self._make_ws = make_ws
self._on_reconnecting = on_reconnecting
self._max_retries = max_retries
self._reconnect_attempt = 0
self._initial_delay = initial_delay
self._max_delay = max_delay
self._extra_query = extra_query
self._extra_headers = extra_headers
self._intentionally_closed = False
self._is_reconnecting = False
self._send_queue = send_queue if send_queue is not None else SendQueue()
self._event_handler_registry = EventHandlerRegistry(use_lock=False)
self.session = AsyncForksSessionResource(self)
self.response = AsyncForksResponseResource(self)
async def __aiter__(self) -> AsyncIterator[ForkServerEvent]:
"""
An infinite-iterator that will continue to yield events until
the connection is closed.
"""
from websockets.exceptions import ConnectionClosedOK, ConnectionClosedError
while True:
try:
yield await self.recv()
except ConnectionClosedOK:
return
except ConnectionClosedError as exc:
if not await self._reconnect(exc):
unsent = self._send_queue.drain()
if unsent:
raise WebSocketConnectionClosedError(
"WebSocket connection closed with unsent messages",
unsent_messages=unsent,
) from exc
raise
async def recv(self) -> ForkServerEvent:
"""
Receive the next message from the connection and parses it into a `ForkServerEvent` object.
Canceling this method is safe. There's no risk of losing data.
"""
event = self.parse_event(await self.recv_bytes())
event_type = (
cast("dict[str, object]", event).get("type")
if isinstance(cast(object, event), dict)
else getattr(event, "type", None)
)
# A successful upgrade can still be followed by an admission error.
# Reset the budget only after receiving a non-error application event.
if isinstance(event_type, str) and event_type and event_type != "error":
self._reconnect_attempt = 0
return event
async def recv_bytes(self) -> bytes:
"""Receive the next message from the connection as raw bytes.
Canceling this method is safe. There's no risk of losing data.
If you want to parse the message into a `ForkServerEvent` object like `.recv()` does,
then you can call `.parse_event(data)`.
"""
message = await self._connection.recv(decode=False)
log.debug("Received WebSocket message: %i bytes", len(message))
if self._reconnect_attempt:
# Account for raw application progress without changing frame delivery.
try:
event_data: object = json.loads(message)
except (ValueError, RecursionError):
return message
event_type = cast("dict[str, object]", event_data).get("type") if isinstance(event_data, dict) else None
if isinstance(event_type, str) and event_type and event_type != "error":
self._reconnect_attempt = 0
return message
async def send(self, event: ForkClientEvent | ForkClientEventParam) -> None:
data = (
event.to_json(use_api_names=True, exclude_defaults=True, exclude_unset=True)
if isinstance(event, BaseModel)
else json.dumps(await async_maybe_transform(event, ForkClientEventParam))
)
if self._is_reconnecting:
self._send_queue.enqueue(data)
return
await self._connection.send(data)
async def send_raw(self, data: bytes | str) -> None:
if self._is_reconnecting:
raw = data if isinstance(data, str) else data.decode("utf-8")
self._send_queue.enqueue(raw)
return
await self._connection.send(data)
async def close(self, *, code: int = 1000, reason: str = "") -> None:
self._intentionally_closed = True
await self._connection.close(code=code, reason=reason)
def parse_event(self, data: str | bytes) -> ForkServerEvent:
"""
Converts a raw `str` or `bytes` message into a `ForkServerEvent` object.
This is helpful if you're using `.recv_bytes()`.
"""
return cast(ForkServerEvent, construct_type_unchecked(value=json.loads(data), type_=cast(Any, ForkServerEvent)))
async def _reconnect(self, exc: Exception) -> bool:
"""Attempt to reconnect after a connection failure.
Returns ``True`` if a new connection was established, ``False`` if the
caller should re-raise the original exception.
"""
import asyncio
if self._on_reconnecting is None or self._make_ws is None:
return False
from websockets.exceptions import ConnectionClosedError
close_code = 1006
if isinstance(exc, ConnectionClosedError) and exc.rcvd is not None:
close_code = exc.rcvd.code
if not is_recoverable_close(close_code):
return False
self._is_reconnecting = True
for attempt in range(self._reconnect_attempt + 1, self._max_retries + 1):
self._reconnect_attempt = attempt
base_delay = min(self._initial_delay * (2 ** (attempt - 1)), self._max_delay)
jitter = 0.75 + random.random() * 0.25
delay = base_delay * jitter
event = ReconnectingEvent(
attempt=attempt,
max_attempts=self._max_retries,
delay=delay,
close_code=close_code,
extra_query=self._extra_query,
extra_headers=self._extra_headers,
)
try:
result = self._on_reconnecting(event)
except Exception:
self._is_reconnecting = False
return False
if result is not None and result.get("abort"):
self._is_reconnecting = False
return False
if result is not None:
if "extra_query" in result:
self._extra_query = result["extra_query"]
if "extra_headers" in result:
self._extra_headers = result["extra_headers"]
log.info(
"Reconnecting to WebSocket API (attempt %d/%d) after %.1fs delay",
attempt,
self._max_retries,
delay,
)
await asyncio.sleep(delay)
if self._intentionally_closed:
self._is_reconnecting = False
return False
try:
self._connection = await self._make_ws(self._extra_query, self._extra_headers)
log.info("Reconnected to WebSocket API")
self._is_reconnecting = False
await self._flush_send_queue()
return True
except Exception:
pass
self._is_reconnecting = False
return False
async def _flush_send_queue(self) -> None:
"""Send all queued messages over the current connection."""
async def _send(data: str) -> None:
await self._connection.send(data)
try:
await self._send_queue.flush_async(_send, requeue_failed=False)
except Exception:
log.warning("Failed to flush send queue after reconnect")
def on(
self, event_type: str, handler: Callable[..., Any] | None = None
) -> Union[AsyncForksConnection, Callable[[Callable[..., Any]], Callable[..., Any]]]:
"""Adds the handler to the end of the handlers list for the given event type.
No checks are made to see if the handler has already been added. Multiple calls
passing the same combination of event type and handler will result in the handler
being added, and called, multiple times.
Can be used as a method (returns ``self`` for chaining)::
connection.on("session.started", my_handler)
Or as a decorator::
@connection.on("session.started")
async def my_handler(event): ...
"""
if handler is not None:
self._event_handler_registry.add(event_type, handler)
return self
def decorator(fn: Callable[..., Any]) -> Callable[..., Any]:
self._event_handler_registry.add(event_type, fn)
return fn
return decorator
def off(self, event_type: str, handler: Callable[..., Any]) -> AsyncForksConnection:
"""Remove a previously registered event handler."""
self._event_handler_registry.remove(event_type, handler)
return self
def once(
self, event_type: str, handler: Callable[..., Any] | None = None
) -> Union[AsyncForksConnection, Callable[[Callable[..., Any]], Callable[..., Any]]]:
"""Register a one-time event handler.
Automatically removed after first invocation.
"""
if handler is not None:
self._event_handler_registry.add(event_type, handler, once=True)
return self
def decorator(fn: Callable[..., Any]) -> Callable[..., Any]:
self._event_handler_registry.add(event_type, fn, once=True)
return fn
return decorator
async def dispatch_events(self) -> None:
"""Run the event loop, dispatching received events to registered handlers.
Blocks until the connection is closed. This is the push-based
alternative to iterating with ``async for event in connection``.
If an ``"error"`` event arrives and no handler is registered for
``"error"`` or ``"event"``, an ``OpenAIError`` is raised.
"""
import asyncio
async for event in self:
event_type = event.type
specific = self._event_handler_registry.get_handlers(event_type)
generic = self._event_handler_registry.get_handlers("event")
if event_type == "error" and not specific and not generic:
if isinstance(event, ErrorEvent):
raise OpenAIError(f"WebSocket error: {event}")
for handler in specific:
result = handler(event)
if asyncio.iscoroutine(result):
await result
for handler in generic:
result = handler(event)
if asyncio.iscoroutine(result):
await result
class AsyncForksConnectionManager:
"""
Context manager over a `AsyncForksConnection` that is returned by `live.forks.connect()`
This context manager ensures that the connection will be closed when it exits.
---
Note that if your application doesn't work well with the context manager approach then you
can call the `.enter()` method directly to initiate a connection.
**Warning**: You must remember to close the connection with `.close()`.
```py
connection = await client.live.forks.connect(...).enter()
# ...
await connection.close()
```
"""
def __init__(
self,
*,
client: AsyncOpenAI,
session_id: str,
extra_query: Query,
extra_headers: Headers,
websocket_connection_options: WebSocketConnectionOptions,
on_reconnecting: Callable[[ReconnectingEvent], ReconnectingOverrides | None] | None = None,
max_retries: int = 5,
initial_delay: float = 0.5,
max_delay: float = 8.0,
max_queue_size: int = 1_048_576,
) -> None:
self.__client = client
self.__session_id = session_id
self.__connection: AsyncForksConnection | None = None
self.__extra_query = extra_query
self.__extra_headers = extra_headers
self.__websocket_connection_options = websocket_connection_options
self.__on_reconnecting = on_reconnecting
self.__max_retries = max_retries
self.__initial_delay = initial_delay
self.__max_delay = max_delay
self.__send_queue = SendQueue(max_bytes=max_queue_size)
self.__event_handler_registry = EventHandlerRegistry(use_lock=False)
def send(self, event: ForkClientEvent | ForkClientEventParam) -> None:
"""Queue a message to be sent when the connection is established.
This can be called before entering the context manager. Queued messages
are automatically sent once the WebSocket connection opens.
"""
data = (
event.to_json(use_api_names=True, exclude_defaults=True, exclude_unset=True)
if isinstance(event, BaseModel)
else json.dumps(maybe_transform(event, ForkClientEventParam))
)
self.__send_queue.enqueue(data)
def on(
self, event_type: str, handler: Callable[..., Any] | None = None
) -> Union[AsyncForksConnectionManager, Callable[[Callable[..., Any]], Callable[..., Any]]]:
"""Register an event handler before the connection is established.
Handlers are transferred to the connection on enter. Supports the
same method and decorator forms as ``AsyncForksConnection.on``.
"""
if handler is not None:
self.__event_handler_registry.add(event_type, handler)
return self
def decorator(fn: Callable[..., Any]) -> Callable[..., Any]:
self.__event_handler_registry.add(event_type, fn)
return fn
return decorator
def off(self, event_type: str, handler: Callable[..., Any]) -> AsyncForksConnectionManager:
"""Remove a previously registered event handler."""
self.__event_handler_registry.remove(event_type, handler)
return self
def once(
self, event_type: str, handler: Callable[..., Any] | None = None
) -> Union[AsyncForksConnectionManager, Callable[[Callable[..., Any]], Callable[..., Any]]]:
"""Register a one-time event handler before the connection is established."""
if handler is not None:
self.__event_handler_registry.add(event_type, handler, once=True)
return self
def decorator(fn: Callable[..., Any]) -> Callable[..., Any]:
self.__event_handler_registry.add(event_type, fn, once=True)
return fn
return decorator
async def __aenter__(self) -> AsyncForksConnection:
"""
If your application doesn't work well with the context manager approach then you
can call this method directly to initiate a connection.
**Warning**: You must remember to close the connection with `.close()`.
```py
connection = await client.live.forks.connect(...).enter()
# ...
await connection.close()
```
"""
ws = await self._connect_ws(self.__extra_query, self.__extra_headers)
self.__connection = AsyncForksConnection(
ws,
make_ws=self._connect_ws if self.__on_reconnecting is not None else None,
on_reconnecting=self.__on_reconnecting,
max_retries=self.__max_retries,
initial_delay=self.__initial_delay,
max_delay=self.__max_delay,
extra_query=self.__extra_query,
extra_headers=self.__extra_headers,
send_queue=self.__send_queue,
)
self.__event_handler_registry.merge_into(self.__connection._event_handler_registry)
await self.__connection._flush_send_queue()
return self.__connection
enter = __aenter__
async def _connect_ws(self, extra_query: Query, extra_headers: Headers) -> AsyncWebSocketConnection:
try:
from ...lib._websocket import _WebSocketConnect as connect
except ImportError as exc:
raise OpenAIError("You need to install `openai[realtime]` to use this method") from exc
url = self._prepare_url().copy_with(
params={
**self.__client.base_url.params,
**extra_query,
},
)
url = url.copy_with(scheme={"http": "ws", "https": "wss"}.get(url.scheme, url.scheme))
options = await self.__client._prepare_options(
FinalRequestOptions.construct(
method="get",
url=str(url),
headers=dict(extra_headers),
security={"bearer_auth": True},
)
)
url = self.__client._prepare_url(options.url).copy_merge_params(
self.__client.qs.stringify(cast(Any, options.params))
)
url = url.copy_with(scheme={"http": "ws", "https": "wss"}.get(url.scheme, url.scheme))
headers = {
key.lower(): (key, value)
for header_set in (
self.__client.auth_headers,
{},
self.__client.default_headers,
options.headers if is_given(options.headers) else {},
)
for key, value in header_set.items()
}
log.debug("Connecting to WebSocket API")
if self.__websocket_connection_options:
log.debug("Custom WebSocket connection options provided")
return await connect(
str(url),
user_agent_header=None,
additional_headers=_merge_mappings(dict(headers.values()), {}),
**self.__websocket_connection_options,
)
def _prepare_url(self) -> httpx2.URL:
if self.__client.websocket_base_url is not None:
base_url = httpx2.URL(self.__client.websocket_base_url)
else:
scheme = self.__client._base_url.scheme
ws_scheme = "ws" if scheme == "http" else "wss"
base_url = self.__client._base_url.copy_with(scheme=ws_scheme)
path, separator, query = base_url.raw_path.partition(b"?")
endpoint = path_template("/live/sessions/{session_id}/fork", session_id=self.__session_id).encode("utf-8")
merge_raw_path = path.rstrip(b"/") + endpoint + separator + query
return base_url.copy_with(raw_path=merge_raw_path)
async def __aexit__(
self, exc_type: type[BaseException] | None, exc: BaseException | None, exc_tb: TracebackType | None
) -> None:
if self.__connection is not None:
await self.__connection.close()
class ForksConnection:
"""Represents a live WebSocket connection to the Forks API"""
session: ForksSessionResource
response: ForksResponseResource
_connection: WebSocketConnection
def __init__(
self,
connection: WebSocketConnection,
*,
make_ws: Callable[[Query, Headers], WebSocketConnection] | None = None,
on_reconnecting: Callable[[ReconnectingEvent], ReconnectingOverrides | None] | None = None,
max_retries: int = 5,
initial_delay: float = 0.5,
max_delay: float = 8.0,
extra_query: Query = {},
extra_headers: Headers = {},
send_queue: SendQueue | None = None,
) -> None:
self._connection = connection
self._make_ws = make_ws
self._on_reconnecting = on_reconnecting
self._max_retries = max_retries
self._reconnect_attempt = 0
self._initial_delay = initial_delay
self._max_delay = max_delay
self._extra_query = extra_query
self._extra_headers = extra_headers
self._intentionally_closed = False
self._is_reconnecting = False
self._send_queue = send_queue if send_queue is not None else SendQueue()
self._event_handler_registry = EventHandlerRegistry(use_lock=True)
self.session = ForksSessionResource(self)
self.response = ForksResponseResource(self)
def __iter__(self) -> Iterator[ForkServerEvent]:
"""
An infinite-iterator that will continue to yield events until
the connection is closed.
"""
from websockets.exceptions import ConnectionClosedOK, ConnectionClosedError
while True:
try:
yield self.recv()
except ConnectionClosedOK:
return
except ConnectionClosedError as exc:
if not self._reconnect(exc):
unsent = self._send_queue.drain()
if unsent:
raise WebSocketConnectionClosedError(
"WebSocket connection closed with unsent messages",
unsent_messages=unsent,
) from exc
raise
def recv(self) -> ForkServerEvent:
"""
Receive the next message from the connection and parses it into a `ForkServerEvent` object.
Canceling this method is safe. There's no risk of losing data.
"""
event = self.parse_event(self.recv_bytes())
event_type = (
cast("dict[str, object]", event).get("type")
if isinstance(cast(object, event), dict)
else getattr(event, "type", None)
)
# A successful upgrade can still be followed by an admission error.
# Reset the budget only after receiving a non-error application event.
if isinstance(event_type, str) and event_type and event_type != "error":
self._reconnect_attempt = 0
return event
def recv_bytes(self) -> bytes:
"""Receive the next message from the connection as raw bytes.
Canceling this method is safe. There's no risk of losing data.
If you want to parse the message into a `ForkServerEvent` object like `.recv()` does,
then you can call `.parse_event(data)`.
"""
message = self._connection.recv(decode=False)
log.debug("Received WebSocket message: %i bytes", len(message))
if self._reconnect_attempt:
# Account for raw application progress without changing frame delivery.
try:
event_data: object = json.loads(message)
except (ValueError, RecursionError):
return message
event_type = cast("dict[str, object]", event_data).get("type") if isinstance(event_data, dict) else None
if isinstance(event_type, str) and event_type and event_type != "error":
self._reconnect_attempt = 0
return message
def send(self, event: ForkClientEvent | ForkClientEventParam) -> None:
data = (
event.to_json(use_api_names=True, exclude_defaults=True, exclude_unset=True)
if isinstance(event, BaseModel)
else json.dumps(maybe_transform(event, ForkClientEventParam))
)
if self._is_reconnecting:
self._send_queue.enqueue(data)
return
self._connection.send(data)
def send_raw(self, data: bytes | str) -> None:
if self._is_reconnecting:
raw = data if isinstance(data, str) else data.decode("utf-8")
self._send_queue.enqueue(raw)
return
self._connection.send(data)
def close(self, *, code: int = 1000, reason: str = "") -> None:
self._intentionally_closed = True
self._connection.close(code=code, reason=reason)
def parse_event(self, data: str | bytes) -> ForkServerEvent:
"""
Converts a raw `str` or `bytes` message into a `ForkServerEvent` object.
This is helpful if you're using `.recv_bytes()`.
"""
return cast(ForkServerEvent, construct_type_unchecked(value=json.loads(data), type_=cast(Any, ForkServerEvent)))
def _reconnect(self, exc: Exception) -> bool:
"""Attempt to reconnect after a connection failure.
Returns ``True`` if a new connection was established, ``False`` if the
caller should re-raise the original exception.
"""
if self._on_reconnecting is None or self._make_ws is None:
return False
from websockets.exceptions import ConnectionClosedError
close_code = 1006
if isinstance(exc, ConnectionClosedError) and exc.rcvd is not None:
close_code = exc.rcvd.code
if not is_recoverable_close(close_code):
return False
self._is_reconnecting = True
for attempt in range(self._reconnect_attempt + 1, self._max_retries + 1):
self._reconnect_attempt = attempt
base_delay = min(self._initial_delay * (2 ** (attempt - 1)), self._max_delay)
jitter = 0.75 + random.random() * 0.25
delay = base_delay * jitter
event = ReconnectingEvent(
attempt=attempt,
max_attempts=self._max_retries,
delay=delay,
close_code=close_code,
extra_query=self._extra_query,
extra_headers=self._extra_headers,
)
try:
result = self._on_reconnecting(event)
except Exception:
self._is_reconnecting = False
return False
if result is not None and result.get("abort"):
self._is_reconnecting = False
return False
if result is not None:
if "extra_query" in result:
self._extra_query = result["extra_query"]
if "extra_headers" in result:
self._extra_headers = result["extra_headers"]
log.info(
"Reconnecting to WebSocket API (attempt %d/%d) after %.1fs delay",
attempt,
self._max_retries,
delay,
)
time.sleep(delay)
if self._intentionally_closed:
self._is_reconnecting = False
return False
try:
self._connection = self._make_ws(self._extra_query, self._extra_headers)
log.info("Reconnected to WebSocket API")
self._is_reconnecting = False
self._flush_send_queue()
return True
except Exception:
pass
self._is_reconnecting = False
return False
def _flush_send_queue(self) -> None:
"""Send all queued messages over the current connection."""
try:
self._send_queue.flush_sync(lambda data: self._connection.send(data), requeue_failed=False)
except Exception:
log.warning("Failed to flush send queue after reconnect")
def on(
self, event_type: str, handler: Callable[..., Any] | None = None
) -> Union[ForksConnection, Callable[[Callable[..., Any]], Callable[..., Any]]]:
"""Adds the handler to the end of the handlers list for the given event type.
No checks are made to see if the handler has already been added. Multiple calls
passing the same combination of event type and handler will result in the handler
being added, and called, multiple times.
Can be used as a method (returns ``self`` for chaining)::
connection.on("session.started", my_handler)
Or as a decorator::
@connection.on("session.started")
def my_handler(event): ...
"""
if handler is not None:
self._event_handler_registry.add(event_type, handler)
return self
def decorator(fn: Callable[..., Any]) -> Callable[..., Any]:
self._event_handler_registry.add(event_type, fn)
return fn
return decorator
def off(self, event_type: str, handler: Callable[..., Any]) -> ForksConnection:
"""Remove a previously registered event handler."""
self._event_handler_registry.remove(event_type, handler)
return self
def once(
self, event_type: str, handler: Callable[..., Any] | None = None
) -> Union[ForksConnection, Callable[[Callable[..., Any]], Callable[..., Any]]]:
"""Register a one-time event handler.
Automatically removed after first invocation.
"""
if handler is not None:
self._event_handler_registry.add(event_type, handler, once=True)
return self
def decorator(fn: Callable[..., Any]) -> Callable[..., Any]:
self._event_handler_registry.add(event_type, fn, once=True)
return fn
return decorator
def dispatch_events(self) -> None:
"""Run the event loop, dispatching received events to registered handlers.
Blocks the current thread until the connection is closed. This is the push-based
alternative to iterating with ``for event in connection``.
If an ``"error"`` event arrives and no handler is registered for
``"error"`` or ``"event"``, an ``OpenAIError`` is raised.
"""
for event in self:
event_type = event.type
specific = self._event_handler_registry.get_handlers(event_type)
generic = self._event_handler_registry.get_handlers("event")
if event_type == "error" and not specific and not generic:
if isinstance(event, ErrorEvent):
raise OpenAIError(f"WebSocket error: {event}")
for handler in specific:
handler(event)
for handler in generic:
handler(event)
class ForksConnectionManager:
"""
Context manager over a `ForksConnection` that is returned by `live.forks.connect()`
This context manager ensures that the connection will be closed when it exits.
---
Note that if your application doesn't work well with the context manager approach then you
can call the `.enter()` method directly to initiate a connection.
**Warning**: You must remember to close the connection with `.close()`.
```py
connection = client.live.forks.connect(...).enter()
# ...
connection.close()
```
"""
def __init__(
self,
*,
client: OpenAI,
session_id: str,
extra_query: Query,
extra_headers: Headers,
websocket_connection_options: WebSocketConnectionOptions,
on_reconnecting: Callable[[ReconnectingEvent], ReconnectingOverrides | None] | None = None,
max_retries: int = 5,
initial_delay: float = 0.5,
max_delay: float = 8.0,
max_queue_size: int = 1_048_576,
) -> None:
self.__client = client
self.__session_id = session_id
self.__connection: ForksConnection | None = None
self.__extra_query = extra_query
self.__extra_headers = extra_headers
self.__websocket_connection_options = websocket_connection_options
self.__on_reconnecting = on_reconnecting
self.__max_retries = max_retries
self.__initial_delay = initial_delay
self.__max_delay = max_delay
self.__send_queue = SendQueue(max_bytes=max_queue_size)
self.__event_handler_registry = EventHandlerRegistry(use_lock=True)
def send(self, event: ForkClientEvent | ForkClientEventParam) -> None:
"""Queue a message to be sent when the connection is established.
This can be called before entering the context manager. Queued messages
are automatically sent once the WebSocket connection opens.
"""
data = (
event.to_json(use_api_names=True, exclude_defaults=True, exclude_unset=True)
if isinstance(event, BaseModel)
else json.dumps(maybe_transform(event, ForkClientEventParam))
)
self.__send_queue.enqueue(data)
def on(
self, event_type: str, handler: Callable[..., Any] | None = None
) -> Union[ForksConnectionManager, Callable[[Callable[..., Any]], Callable[..., Any]]]:
"""Register an event handler before the connection is established.
Handlers are transferred to the connection on enter. Supports the
same method and decorator forms as ``ForksConnection.on``.
"""
if handler is not None:
self.__event_handler_registry.add(event_type, handler)
return self
def decorator(fn: Callable[..., Any]) -> Callable[..., Any]:
self.__event_handler_registry.add(event_type, fn)
return fn
return decorator
def off(self, event_type: str, handler: Callable[..., Any]) -> ForksConnectionManager:
"""Remove a previously registered event handler."""
self.__event_handler_registry.remove(event_type, handler)
return self
def once(
self, event_type: str, handler: Callable[..., Any] | None = None
) -> Union[ForksConnectionManager, Callable[[Callable[..., Any]], Callable[..., Any]]]:
"""Register a one-time event handler before the connection is established."""
if handler is not None:
self.__event_handler_registry.add(event_type, handler, once=True)
return self
def decorator(fn: Callable[..., Any]) -> Callable[..., Any]:
self.__event_handler_registry.add(event_type, fn, once=True)
return fn
return decorator
def __enter__(self) -> ForksConnection:
"""
If your application doesn't work well with the context manager approach then you
can call this method directly to initiate a connection.
**Warning**: You must remember to close the connection with `.close()`.
```py
connection = client.live.forks.connect(...).enter()
# ...
connection.close()
```
"""
ws = self._connect_ws(self.__extra_query, self.__extra_headers)
self.__connection = ForksConnection(
ws,
make_ws=self._connect_ws if self.__on_reconnecting is not None else None,
on_reconnecting=self.__on_reconnecting,
max_retries=self.__max_retries,
initial_delay=self.__initial_delay,
max_delay=self.__max_delay,
extra_query=self.__extra_query,
extra_headers=self.__extra_headers,
send_queue=self.__send_queue,
)
self.__event_handler_registry.merge_into(self.__connection._event_handler_registry)
self.__connection._flush_send_queue()
return self.__connection
enter = __enter__
def _connect_ws(self, extra_query: Query, extra_headers: Headers) -> WebSocketConnection:
try:
from websockets.sync.client import connect
except ImportError as exc:
raise OpenAIError("You need to install `openai[realtime]` to use this method") from exc
url = self._prepare_url().copy_with(
params={
**self.__client.base_url.params,
**extra_query,
},
)
url = url.copy_with(scheme={"http": "ws", "https": "wss"}.get(url.scheme, url.scheme))
options = self.__client._prepare_options(
FinalRequestOptions.construct(
method="get",
url=str(url),
headers=dict(extra_headers),
security={"bearer_auth": True},
)
)
url = self.__client._prepare_url(options.url).copy_merge_params(
self.__client.qs.stringify(cast(Any, options.params))
)
url = url.copy_with(scheme={"http": "ws", "https": "wss"}.get(url.scheme, url.scheme))
headers = {
key.lower(): (key, value)
for header_set in (
self.__client.auth_headers,
{},
self.__client.default_headers,
options.headers if is_given(options.headers) else {},
)
for key, value in header_set.items()
}
log.debug("Connecting to WebSocket API")
if self.__websocket_connection_options:
log.debug("Custom WebSocket connection options provided")
return connect(
str(url),
user_agent_header=None,
additional_headers=_merge_mappings(dict(headers.values()), {}),
**self.__websocket_connection_options,
)
def _prepare_url(self) -> httpx2.URL:
if self.__client.websocket_base_url is not None:
base_url = httpx2.URL(self.__client.websocket_base_url)
else:
scheme = self.__client._base_url.scheme
ws_scheme = "ws" if scheme == "http" else "wss"
base_url = self.__client._base_url.copy_with(scheme=ws_scheme)
path, separator, query = base_url.raw_path.partition(b"?")
endpoint = path_template("/live/sessions/{session_id}/fork", session_id=self.__session_id).encode("utf-8")
merge_raw_path = path.rstrip(b"/") + endpoint + separator + query
return base_url.copy_with(raw_path=merge_raw_path)
def __exit__(
self, exc_type: type[BaseException] | None, exc: BaseException | None, exc_tb: TracebackType | None
) -> None:
if self.__connection is not None:
self.__connection.close()
class BaseForksConnectionResource:
def __init__(self, connection: ForksConnection) -> None:
self._connection = connection
class ForksSessionResource(BaseForksConnectionResource):
@cached_property
def commentary(self) -> ForksSessionCommentaryResource:
return ForksSessionCommentaryResource(self._connection)
@cached_property
def input_audio(self) -> ForksSessionInputAudioResource:
return ForksSessionInputAudioResource(self._connection)
@cached_property
def instructions(self) -> ForksSessionInstructionsResource:
return ForksSessionInstructionsResource(self._connection)
@cached_property
def thinking(self) -> ForksSessionThinkingResource:
return ForksSessionThinkingResource(self._connection)
def start(self, *, session: ForkSessionConfigParam, event_id: Optional[str] | Omit = omit) -> None:
"""
Start a Live session after connecting to a stored session’s fork WebSocket.
Send an empty `session` object to use the stored configuration.
"""
self._connection.send(
cast(
ForkClientEventParam,
strip_not_given({"type": "session.start", "session": session, "event_id": event_id}),
)
)
def close(self, *, event_id: Optional[str] | Omit = omit) -> None:
"""Request that the Live session close.
The terminal `session.closed` event contains the close reason and final usage.
"""
self._connection.send(
cast(ForkClientEventParam, strip_not_given({"type": "session.close", "event_id": event_id}))
)
def update(self, *, session: SessionUpdateConfigParam, event_id: Optional[str] | Omit = omit) -> None:
"""Update the delegation settings of an active Live session.
The server acknowledges accepted changes with `session.updated`.
"""
self._connection.send(
cast(
ForkClientEventParam,
strip_not_given({"type": "session.update", "session": session, "event_id": event_id}),
)
)
class ForksSessionCommentaryResource(BaseForksConnectionResource):
def append(self, *, content: str, delegation_id: Optional[str], event_id: Optional[str] | Omit = omit) -> None:
"""
Provide context the Live model can communicate to the user, optionally for an existing client delegation.
"""
self._connection.send(
cast(
ForkClientEventParam,
strip_not_given(
{
"type": "session.commentary.append",
"content": content,
"delegation_id": delegation_id,
"event_id": event_id,
}
),
)
)
class ForksSessionInputAudioResource(BaseForksConnectionResource):
def append(self, *, audio: str, event_id: Optional[str] | Omit = omit) -> None:
"""Send audio to a Live session over its primary WebSocket.
WebRTC and SIP sessions send audio over their media transport.
"""
self._connection.send(
cast(
ForkClientEventParam,
strip_not_given({"type": "session.input_audio.append", "audio": audio, "event_id": event_id}),
)
)
def mute(self, *, event_id: Optional[str] | Omit = omit) -> None:
"""Mute audio input to the Live model without closing the session.
The server acknowledges with `session.input_audio.muted`.
"""
self._connection.send(
cast(ForkClientEventParam, strip_not_given({"type": "session.input_audio.mute", "event_id": event_id}))
)
def unmute(self, *, event_id: Optional[str] | Omit = omit) -> None:
"""Resume audio input to a Live model after muting it.
The server acknowledges with `session.input_audio.unmuted`.
"""
self._connection.send(
cast(ForkClientEventParam, strip_not_given({"type": "session.input_audio.unmute", "event_id": event_id}))
)
class ForksSessionInstructionsResource(BaseForksConnectionResource):
def append(self, *, content: str, delegation_id: Optional[str], event_id: Optional[str] | Omit = omit) -> None:
"""
Append instructions to the Live conversation while it is running, optionally associating them with an existing client delegation.
"""
self._connection.send(
cast(
ForkClientEventParam,
strip_not_given(
{
"type": "session.instructions.append",
"content": content,
"delegation_id": delegation_id,
"event_id": event_id,
}
),
)
)
class ForksSessionThinkingResource(BaseForksConnectionResource):
def append(self, *, content: str, delegation_id: Optional[str], event_id: Optional[str] | Omit = omit) -> None:
"""
Provide silent reasoning or progress context to the Live model, optionally for an existing client delegation.
"""
self._connection.send(
cast(
ForkClientEventParam,
strip_not_given(
{
"type": "session.thinking.append",
"content": content,
"delegation_id": delegation_id,
"event_id": event_id,
}
),
)
)
class ForksResponseResource(BaseForksConnectionResource):
@cached_property
def item(self) -> ForksResponseItemResource:
return ForksResponseItemResource(self._connection)
def create(self, *, event_id: Optional[str] | Omit = omit) -> None:
"""
Request a response from the Live session’s Responses backend, or continue a
delegated response waiting for tool results.
Requires Responses delegation.
"""
self._connection.send(
cast(ForkClientEventParam, strip_not_given({"type": "response.create", "event_id": event_id}))
)
class ForksResponseItemResource(BaseForksConnectionResource):
def create(self, *, item: ResponseInputItemParam, event_id: Optional[str] | Omit = omit) -> None:
"""Add an input item to the Live session’s Responses backend.
Requires Responses delegation; use `response.create` to request a response.
"""
self._connection.send(
cast(
ForkClientEventParam,
strip_not_given({"type": "response.item.create", "item": item, "event_id": event_id}),
)
)
class BaseAsyncForksConnectionResource:
def __init__(self, connection: AsyncForksConnection) -> None:
self._connection = connection
class AsyncForksSessionResource(BaseAsyncForksConnectionResource):
@cached_property
def commentary(self) -> AsyncForksSessionCommentaryResource:
return AsyncForksSessionCommentaryResource(self._connection)
@cached_property
def input_audio(self) -> AsyncForksSessionInputAudioResource:
return AsyncForksSessionInputAudioResource(self._connection)
@cached_property
def instructions(self) -> AsyncForksSessionInstructionsResource:
return AsyncForksSessionInstructionsResource(self._connection)
@cached_property
def thinking(self) -> AsyncForksSessionThinkingResource:
return AsyncForksSessionThinkingResource(self._connection)
async def start(self, *, session: ForkSessionConfigParam, event_id: Optional[str] | Omit = omit) -> None:
"""
Start a Live session after connecting to a stored session’s fork WebSocket.
Send an empty `session` object to use the stored configuration.
"""
await self._connection.send(
cast(
ForkClientEventParam,
strip_not_given({"type": "session.start", "session": session, "event_id": event_id}),
)
)
async def close(self, *, event_id: Optional[str] | Omit = omit) -> None:
"""Request that the Live session close.
The terminal `session.closed` event contains the close reason and final usage.
"""
await self._connection.send(
cast(ForkClientEventParam, strip_not_given({"type": "session.close", "event_id": event_id}))
)
async def update(self, *, session: SessionUpdateConfigParam, event_id: Optional[str] | Omit = omit) -> None:
"""Update the delegation settings of an active Live session.
The server acknowledges accepted changes with `session.updated`.
"""
await self._connection.send(
cast(
ForkClientEventParam,
strip_not_given({"type": "session.update", "session": session, "event_id": event_id}),
)
)
class AsyncForksSessionCommentaryResource(BaseAsyncForksConnectionResource):
async def append(
self, *, content: str, delegation_id: Optional[str], event_id: Optional[str] | Omit = omit
) -> None:
"""
Provide context the Live model can communicate to the user, optionally for an existing client delegation.
"""
await self._connection.send(
cast(
ForkClientEventParam,
strip_not_given(
{
"type": "session.commentary.append",
"content": content,
"delegation_id": delegation_id,
"event_id": event_id,
}
),
)
)
class AsyncForksSessionInputAudioResource(BaseAsyncForksConnectionResource):
async def append(self, *, audio: str, event_id: Optional[str] | Omit = omit) -> None:
"""Send audio to a Live session over its primary WebSocket.
WebRTC and SIP sessions send audio over their media transport.
"""
await self._connection.send(
cast(
ForkClientEventParam,
strip_not_given({"type": "session.input_audio.append", "audio": audio, "event_id": event_id}),
)
)
async def mute(self, *, event_id: Optional[str] | Omit = omit) -> None:
"""Mute audio input to the Live model without closing the session.
The server acknowledges with `session.input_audio.muted`.
"""
await self._connection.send(
cast(ForkClientEventParam, strip_not_given({"type": "session.input_audio.mute", "event_id": event_id}))
)
async def unmute(self, *, event_id: Optional[str] | Omit = omit) -> None:
"""Resume audio input to a Live model after muting it.
The server acknowledges with `session.input_audio.unmuted`.
"""
await self._connection.send(
cast(ForkClientEventParam, strip_not_given({"type": "session.input_audio.unmute", "event_id": event_id}))
)
class AsyncForksSessionInstructionsResource(BaseAsyncForksConnectionResource):
async def append(
self, *, content: str, delegation_id: Optional[str], event_id: Optional[str] | Omit = omit
) -> None:
"""
Append instructions to the Live conversation while it is running, optionally associating them with an existing client delegation.
"""
await self._connection.send(
cast(
ForkClientEventParam,
strip_not_given(
{
"type": "session.instructions.append",
"content": content,
"delegation_id": delegation_id,
"event_id": event_id,
}
),
)
)
class AsyncForksSessionThinkingResource(BaseAsyncForksConnectionResource):
async def append(
self, *, content: str, delegation_id: Optional[str], event_id: Optional[str] | Omit = omit
) -> None:
"""
Provide silent reasoning or progress context to the Live model, optionally for an existing client delegation.
"""
await self._connection.send(
cast(
ForkClientEventParam,
strip_not_given(
{
"type": "session.thinking.append",
"content": content,
"delegation_id": delegation_id,
"event_id": event_id,
}
),
)
)
class AsyncForksResponseResource(BaseAsyncForksConnectionResource):
@cached_property
def item(self) -> AsyncForksResponseItemResource:
return AsyncForksResponseItemResource(self._connection)
async def create(self, *, event_id: Optional[str] | Omit = omit) -> None:
"""
Request a response from the Live session’s Responses backend, or continue a
delegated response waiting for tool results.
Requires Responses delegation.
"""
await self._connection.send(
cast(ForkClientEventParam, strip_not_given({"type": "response.create", "event_id": event_id}))
)
class AsyncForksResponseItemResource(BaseAsyncForksConnectionResource):
async def create(self, *, item: ResponseInputItemParam, event_id: Optional[str] | Omit = omit) -> None:
"""Add an input item to the Live session’s Responses backend.
Requires Responses delegation; use `response.create` to request a response.
"""
await self._connection.send(
cast(
ForkClientEventParam,
strip_not_given({"type": "response.item.create", "item": item, "event_id": event_id}),
)
)