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@@ -1,29 +1,90 @@
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import asyncio
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from dailyai.queue_frame import LLMMessagesQueueFrame, QueueFrame, TextQueueFrame, TranscriptionQueueFrame
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from dailyai.services.ai_services import AIService
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from dailyai.queue_frame import EndStreamQueueFrame, LLMMessagesQueueFrame, QueueFrame, TextQueueFrame, TranscriptionQueueFrame
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from dailyai.services.ai_services import AIService, PipeService
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from typing import AsyncGenerator, List
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from typing import Any, AsyncGenerator, Callable, List, Tuple
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@dataclass
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class SinkAndQueuePair:
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sink: PipeService
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queue: asyncio.Queue
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class QueueTee:
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async def run_to_queue_and_generate(
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self,
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output_queue: asyncio.Queue,
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generator: AsyncGenerator[QueueFrame, None]
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) -> AsyncGenerator[QueueFrame, None]:
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async for frame in generator:
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await output_queue.put(frame)
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yield frame
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async def run_to_queues(
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self,
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output_queues: List[asyncio.Queue],
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generator: AsyncGenerator[QueueFrame, None]
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class QueueTee(PipeService):
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def __init__(
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self, source: PipeService, sinks: list[PipeService]
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):
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async for frame in generator:
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for queue in output_queues:
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await queue.put(frame)
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self.source: PipeService = source
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self.sinks: List[SinkAndQueuePair] = []
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for sink in sinks:
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pair = SinkAndQueuePair()
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pair.sink = sink
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pair.queue = asyncio.Queue()
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self.sinks.append(pair)
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async def process_queue(self):
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while True:
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frame = await self.source.sink_queue.get()
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for sink in self.sinks:
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await sink.queue.put(frame)
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if isinstance(frame, EndStreamQueueFrame):
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break
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class QueueGateOnFrame(PipeService):
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def __init__(
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self,
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source: PipeService,
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aggregator: Callable[[Any, QueueFrame], Tuple[Any, QueueFrame | None]],
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):
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self.source = source
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self.aggregator = aggregator
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self.accumulation = None
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async def process_frame(
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self, frame: QueueFrame
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) -> AsyncGenerator[QueueFrame, None]:
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output_frame: QueueFrame | None = None
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(self.aggregation, output_frame) = self.aggregator(
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self.aggregation, frame
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)
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if output_frame:
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yield output_frame
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class QueueMergeGateOnFirst(PipeService):
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def __init__(
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self, sources: List[PipeService], sink: asyncio.Queue[QueueFrame]
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):
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self.sources = sources
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self.sink = sink
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async def process_queue(self):
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(frames): list[QueueFrame] = await asyncio.gather(
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*[
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source.sink_queue.get() for source in self.sources
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]
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)
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for idx, frame in enumerate(frames):
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await self.sink.put(frame)
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# if the first frame we got from a source is an EndStreamQueueFrame, remove that source
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if isinstance(frame, EndStreamQueueFrame):
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self.sources.pop(idx)
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async def pass_through(sink, source):
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while True:
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frame = await source.get()
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await sink.put(frame)
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if isinstance(frame, EndStreamQueueFrame):
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break
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await asyncio.gather(
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*[pass_through(self.sink, source) for source in self.sources]
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)
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class LLMContextAggregator(AIService):
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@@ -23,15 +23,8 @@ class AbstractPipeService:
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def __init__(
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self,
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):
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self.source_queue: asyncio.Queue[QueueFrame] = asyncio.Queue()
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self.sink_queue: asyncio.Queue[QueueFrame] = asyncio.Queue()
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async def get(self) -> QueueFrame:
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return await self.sink_queue.get()
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async def put(self, frame: QueueFrame) -> None:
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await self.source_queue.put(frame)
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@abstractmethod
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async def process_queue(self):
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pass
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@@ -41,25 +34,23 @@ class PipeService(AbstractPipeService):
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def __init__(
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self,
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source: AbstractPipeService | None = None,
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sink: AbstractPipeService | None = None,
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):
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super().__init__()
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self.logger: logging.Logger = logging.getLogger("dailyai")
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self.source = source
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self.sink = sink
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async def process_queue(self):
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if not self.source:
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return
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while True:
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frame: QueueFrame = await self.source.get()
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frame: QueueFrame = await self.source.sink_queue.get()
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async for output_frame in self.process_frame(frame):
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await self.sink.put(output_frame)
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await self.sink_queue.put(output_frame)
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if isinstance(frame, EndStreamQueueFrame):
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print("end of stream", type(self))
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async for output_frame in self.finalize():
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await self.sink.put(output_frame)
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await self.sink_queue.put(output_frame)
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return
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@abstractmethod
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@@ -1,10 +1,33 @@
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import asyncio
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from math import pi
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import unittest
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from unittest.mock import MagicMock, patch
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from dailyai.queue_frame import AudioQueueFrame, ImageQueueFrame
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from dailyai.queue_frame import AudioQueueFrame, EndStreamQueueFrame, ImageQueueFrame, TextQueueFrame
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from dailyai.services.ai_services import PipeService
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class TestDailyTransport(unittest.IsolatedAsyncioTestCase):
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def test_pipe_chain(self):
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pipe1 = PipeService()
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class IncomingPipeService(PipeService):
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def __init__(self):
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super().__init__()
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self.sink_queue = asyncio.Queue()
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async def test_pipe_chain(self):
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pipe1 = TestDailyTransport.IncomingPipeService()
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pipe2 = PipeService(pipe1)
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pipe3 = PipeService(pipe2)
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await pipe1.sink_queue.put(TextQueueFrame("test"))
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await pipe1.sink_queue.put(EndStreamQueueFrame())
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await asyncio.gather(pipe1.process_queue(), pipe2.process_queue(), pipe3.process_queue())
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self.assertEqual(pipe3.sink_queue.qsize(), 2)
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frame = await pipe3.sink_queue.get()
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self.assertIsInstance(frame, TextQueueFrame)
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if isinstance(frame, TextQueueFrame):
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self.assertEqual(frame.text, "test")
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frame = await pipe3.sink_queue.get()
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self.assertIsInstance(frame, EndStreamQueueFrame)
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