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Copy pathstream.py
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218 lines (169 loc) · 6.5 KB
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# Note: initially copied from https://github.com/florimondmanca/httpx-sse/blob/master/src/httpx_sse/_decoders.py
from __future__ import annotations
import json
from typing import Any, Dict, Iterator, AsyncIterator, Optional
from .models import MessageChunk, Message, ChatCompletion, ChatCompletionChunk
from .exceptions import ApiException
def _cast(item: Dict):
if item.get("object") == "ChatCompletion":
return ChatCompletion(**item)
elif item.get("object") == "ChatCompletionChunk":
return ChatCompletionChunk(**item)
elif item.get("object") == "Message":
return Message(**item)
elif item.get("object") == "MessageChunk":
return MessageChunk(**item)
else:
# cannot cast, keep the original dict
return item
class Stream(object):
"""Provides the core interface to iterate over a synchronous stream response."""
def __init__(self, stream_generator):
self._stream_generator = stream_generator
self._decoder = SSEDecoder()
self._iterator = self.__stream__()
def __next__(self) -> Dict:
return self._iterator.__next__()
def __iter__(self) -> Iterator[Dict]:
for item in self._iterator:
yield item
def _iter_events(self) -> Iterator[ServerSentEvent]:
yield from self._decoder.iter(self._stream_generator)
def __stream__(self) -> Iterator[Dict]:
iterator = self._iter_events()
for sse in iterator:
if sse.data.startswith("[DONE]"):
break
if sse.event is None:
data = sse.json()
if isinstance(data, Dict) and data.get("error"):
raise ApiException(
status=400, # or appropriate status code
reason="An error occurred during streaming",
)
yield _cast(data)
# Ensure the entire stream is consumed
for sse in iterator:
...
class AsyncStream(object):
"""Provides the core interface to iterate over an asynchronous stream response."""
def __init__(self, async_stream_generator):
self._async_stream_generator = async_stream_generator
self._decoder = SSEDecoder() # Assuming SSEDecoder is compatible with async
self._iterator = self.__stream__()
async def __anext__(self) -> Dict:
return await self._iterator.__anext__()
async def __aiter__(self) -> AsyncIterator[Dict]:
async for item in self._iterator:
yield item
async def _iter_events(self) -> AsyncIterator[ServerSentEvent]:
async for sse in self._decoder.aiter(self._async_stream_generator):
yield sse
async def __stream__(self) -> AsyncIterator[Dict]:
async for sse in self._iter_events():
if sse.data.startswith("[DONE]"):
break
if sse.event is None:
data = sse.json()
if isinstance(data, Dict) and data.get("error"):
raise ApiException(
status=400, # or appropriate status code
reason="An error occurred during streaming",
)
yield _cast(data)
# Ensure the entire stream is consumed
async for sse in self._iter_events():
...
class ServerSentEvent:
def __init__(
self,
*,
event: Optional[str] = None,
data: Optional[str] = None,
id: Optional[str] = None,
retry: Optional[int] = None,
) -> None:
if data is None:
data = ""
self._id = id
self._data = data
self._event = event or None
self._retry = retry
@property
def event(self) -> Optional[str]:
return self._event
@property
def id(self) -> Optional[str]:
return self._id
@property
def retry(self) -> Optional[int]:
return self._retry
@property
def data(self) -> str:
return self._data
def json(self) -> Any:
return json.loads(self.data)
def __repr__(self) -> str:
return f"ServerSentEvent(event={self.event}, data={self.data}, id={self.id}, retry={self.retry})"
class SSEDecoder:
_data: list[str]
_event: Optional[str]
_retry: Optional[int]
_last_event_id: Optional[str]
def __init__(self) -> None:
self._event = None
self._data = []
self._last_event_id = None
self._retry = None
def iter(self, iterator: Iterator[str]) -> Iterator[ServerSentEvent]:
"""Given an iterator that yields lines, iterate over it & yield every event encountered"""
for line in iterator:
line = line.rstrip("\n")
sse = self.decode(line)
if sse is not None:
yield sse
async def aiter(self, iterator: AsyncIterator[str]) -> AsyncIterator[ServerSentEvent]:
"""Given an async iterator that yields lines, iterate over it & yield every event encountered"""
async for line in iterator:
line = line.rstrip("\n")
sse = self.decode(line)
if sse is not None:
yield sse
def decode(self, line: str) -> Optional[ServerSentEvent]:
# See: https://html.spec.whatwg.org/multipage/server-sent-events.html#event-stream-interpretation # noqa: E501
if not line:
if not self._event and not self._data and not self._last_event_id and self._retry is None:
return None
sse = ServerSentEvent(
event=self._event,
data="\n".join(self._data),
id=self._last_event_id,
retry=self._retry,
)
# NOTE: as per the SSE spec, do not reset last_event_id.
self._event = None
self._data = []
self._retry = None
return sse
if line.startswith(":"):
return None
fieldname, _, value = line.partition(":")
if value.startswith(" "):
value = value[1:]
if fieldname == "event":
self._event = value
elif fieldname == "data":
self._data.append(value)
elif fieldname == "id":
if "\0" in value:
pass
else:
self._last_event_id = value
elif fieldname == "retry":
try:
self._retry = int(value)
except (TypeError, ValueError):
pass
else:
pass # Field is ignored.
return None