Add SocketIOFactory and SocketIOService classes
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src/backend/langflow/services/socket/__init__.py
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src/backend/langflow/services/socket/__init__.py
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src/backend/langflow/services/socket/factory.py
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src/backend/langflow/services/socket/factory.py
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from typing import TYPE_CHECKING
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from langflow.services.factory import ServiceFactory
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from langflow.services.socket.service import SocketIOService
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if TYPE_CHECKING:
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from langflow.services.cache.service import BaseCacheService
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class SocketIOFactory(ServiceFactory):
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def __init__(self):
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super().__init__(service_class=SocketIOService)
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def create(self, cache_service: "BaseCacheService"):
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return SocketIOService(cache_service)
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src/backend/langflow/services/socket/service.py
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src/backend/langflow/services/socket/service.py
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import time
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from typing import TYPE_CHECKING, Any, Callable
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import socketio
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from langflow.api.utils import format_elapsed_time
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from langflow.api.v1.schemas import ResultDict, VertexBuildResponse
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from langflow.graph.graph.base import Graph
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from langflow.graph.vertex.base import StatelessVertex
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from langflow.services.base import Service
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from langflow.services.database.models.flow.model import Flow
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from langflow.services.deps import get_chat_service, get_session
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from langflow.services.monitor.utils import log_vertex_build
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from loguru import logger
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from sqlmodel import select
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if TYPE_CHECKING:
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from langflow.services.cache.service import BaseCacheService
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class SocketIOService(Service):
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name = "socket_io_service"
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def __init__(self, cache_service: "BaseCacheService"):
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self.cache_service = cache_service
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def init(self, sio: socketio.AsyncServer):
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# Registering event handlers
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self.sio = sio
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self.sio.event(self.connect)
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self.sio.event(self.disconnect)
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self.sio.on("message")(self.message)
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self.sio.on("get_vertices")(self.on_get_vertices)
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self.sio.on("build_vertex")(self.on_build_vertex)
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self.sessions = {}
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async def emit_error(self, sid, error):
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await self.sio.emit("error", to=sid, data=error)
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async def connect(self, sid, environ):
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logger.info(f"Socket connected: {sid}")
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self.sessions[sid] = environ
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async def disconnect(self, sid):
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logger.info(f"Socket disconnected: {sid}")
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self.sessions.pop(sid, None)
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async def message(self, sid, data=None):
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# Logic for handling messages
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await self.emit_message(to=sid, data=data or {"foo": "bar", "baz": [1, 2, 3]})
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async def emit_message(self, to, data):
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# Abstracting sio.emit
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await self.sio.emit("message", to=to, data=data)
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async def emit_token(self, to, data):
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await self.sio.emit("token", to=to, data=data)
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async def on_get_vertices(self, sid, flow_id):
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await get_vertices(self.sio, sid, flow_id, get_chat_service())
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async def on_build_vertex(self, sid, flow_id, vertex_id, tweaks, inputs):
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await build_vertex(
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sio=self.sio,
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sid=sid,
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flow_id=flow_id,
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vertex_id=vertex_id,
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tweaks=tweaks,
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inputs=inputs,
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get_cache=self.get_cache,
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set_cache=self.set_cache,
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)
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def get_cache(self, sid: str) -> Any:
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"""
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Get the cache for a client.
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"""
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return self.cache_service.get(sid)
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def set_cache(self, sid: str, build_result: Any) -> bool:
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"""
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Set the cache for a client.
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"""
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# client_id is the flow id but that already exists in the cache
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# so we need to change it to something else
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result_dict = {
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"result": build_result,
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"type": type(build_result),
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}
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self.cache_service.upsert(sid, result_dict)
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return sid in self.cache_service
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async def build_vertex(
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sio: socketio.AsyncServer,
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sid: str,
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flow_id: str,
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vertex_id: str,
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get_cache: Callable,
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set_cache: Callable,
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tweaks=None,
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inputs=None,
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):
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try:
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cache = get_cache(flow_id)
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graph = cache.get("result")
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if not isinstance(graph, Graph):
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await sio.emit("error", data="Invalid graph", to=sid)
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return
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vertex = graph.get_vertex(vertex_id)
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if not vertex:
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await sio.emit("error", data="Invalid vertex", to=sid)
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return
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start_time = time.perf_counter()
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try:
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if isinstance(vertex, StatelessVertex) or not vertex._built:
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await vertex.build(user_id=None)
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params = vertex._built_object_repr()
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valid = True
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result_dict = vertex.get_built_result()
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# We need to set the artifacts to pass information
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# to the frontend
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vertex.set_artifacts()
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artifacts = vertex.artifacts
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timedelta = time.perf_counter() - start_time
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duration = format_elapsed_time(timedelta)
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result_dict = ResultDict(results=result_dict, artifacts=artifacts, duration=duration, timedelta=timedelta)
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except Exception as exc:
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params = str(exc)
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valid = False
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result_dict = ResultDict(results={})
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artifacts = {}
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set_cache(flow_id, graph)
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await log_vertex_build(
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flow_id=flow_id,
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vertex_id=vertex_id,
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valid=valid,
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params=params,
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data=result_dict,
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artifacts=artifacts,
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)
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# Emit the vertex build response
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response = VertexBuildResponse(valid=valid, params=params, id=vertex.id, data=result_dict)
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await sio.emit("vertex_build", data=response.model_dump(), to=sid)
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except Exception as exc:
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await sio.emit("error", data=str(exc), to=sid)
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async def get_vertices(sio, sid, flow_id, chat_service):
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try:
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session = get_session()
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flow: Flow = session.exec(select(Flow).where(Flow.id == flow_id)).first()
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if not flow or not flow.data:
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await sio.emit("error", data="Invalid flow ID", to=sid)
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return
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graph = Graph.from_payload(flow.data)
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chat_service.set_cache(flow_id, graph)
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vertices = graph.layered_topological_sort()
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# Emit the vertices to the client
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await sio.emit("vertices_order", data=vertices, to=sid)
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except Exception as exc:
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await sio.emit("error", data=str(exc), to=sid)
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