Merge branch 'zustand/io/migration' of github.com:logspace-ai/langflow into zustand/io/migration

src/backend/langflow/api/v1/chat.py

@@ -1,6 +1,6 @@
 import time
 
-from fastapi import APIRouter, Depends, HTTPException, Query, WebSocket, WebSocketException, status, Body
+from fastapi import APIRouter, Body, Depends, HTTPException, Query, WebSocket, WebSocketException, status
 from fastapi.responses import StreamingResponse
 from langflow.api.utils import build_input_keys_response, format_elapsed_time
 from langflow.api.v1.schemas import (
@@ -12,14 +12,14 @@ from langflow.api.v1.schemas import (
     VertexBuildResponse,
     VerticesOrderResponse,
 )
+from langflow.graph.graph.base import Graph
 from langflow.graph.vertex.base import StatelessVertex
 from langflow.processing.process import process_tweaks_on_graph
-from langflow.services.database.models.flow import Flow
-from langflow.graph.graph.base import Graph
 from langflow.services.auth.utils import get_current_active_user, get_current_user_by_jwt
 from langflow.services.cache.service import BaseCacheService
 from langflow.services.cache.utils import update_build_status
 from langflow.services.chat.service import ChatService
+from langflow.services.database.models.flow import Flow
 from langflow.services.deps import get_cache_service, get_chat_service, get_session
 from loguru import logger
 from sqlmodel import Session
@@ -255,7 +255,7 @@ async def get_vertices(
     """Check the flow_id is in the flow_data_store."""
     try:
         flow: Flow = session.get(Flow, flow_id)
-        if not flow:
+        if not flow or not flow.data:
             raise ValueError("Invalid flow ID")
         graph = Graph.from_payload(flow.data)
         chat_service.set_cache(flow_id, graph)
@@ -267,6 +267,7 @@ async def get_vertices(
 
     except Exception as exc:
         logger.error(f"Error checking build status: {exc}")
+        logger.exception(exc)
         raise HTTPException(status_code=500, detail=str(exc)) from exc
 
 

src/backend/langflow/api/v1/validate.py

@@ -1,4 +1,6 @@
 from fastapi import APIRouter, HTTPException
+from loguru import logger
+
 from langflow.api.v1.base import (
     Code,
     CodeValidationResponse,
@@ -8,7 +10,6 @@ from langflow.api.v1.base import (
 )
 from langflow.template.field.base import TemplateField
 from langflow.utils.validate import validate_code
-from loguru import logger
 
 # build router
 router = APIRouter(prefix="/validate", tags=["Validate"])
@@ -81,7 +82,7 @@ def add_new_variables_to_template(input_variables, prompt_request):
                 show=True,
                 advanced=False,
                 multiline=True,
-                input_types=["Document", "BaseOutputParser"],
+                input_types=["Document", "BaseOutputParser", "Text"],
                 value="",  # Set the value to empty string
             )
             if variable in prompt_request.frontend_node.template:

src/backend/langflow/components/chains/LLMChain.py

@@ -1,14 +1,8 @@
 from typing import Callable, Optional, Union
 
 from langchain.chains import LLMChain
-
 from langflow import CustomComponent
-from langflow.field_typing import (
+from langflow.field_typing import BaseLanguageModel, BaseMemory, BasePromptTemplate, Chain
-    BaseLanguageModel,
-    BaseMemory,
-    BasePromptTemplate,
-    Chain,
-)
 
 
 class LLMChainComponent(CustomComponent):

src/backend/langflow/graph/graph/base.py

@@ -1,5 +1,5 @@
-from typing import Dict, Generator, List, Type, Union
 from collections import defaultdict, deque
+from typing import Dict, Generator, List, Type, Union
 
 from langchain.chains.base import Chain
 from loguru import logger
@@ -256,7 +256,7 @@ class Graph:
         return f"Graph:\nNodes: {vertex_ids}\nConnections:\n{edges_repr}"
 
     def layered_topological_sort(self):
-        in_degree = {vertex: 0 for vertex in self.vertices}  # Initialize in-degrees
+        in_degree = {vertex.id: 0 for vertex in self.vertices}  # Initialize in-degrees
         graph = defaultdict(list)  # Adjacency list representation
 
         # Build graph and compute in-degrees
@@ -265,7 +265,7 @@ class Graph:
             in_degree[edge.target_id] += 1
 
         # Queue for vertices with no incoming edges
-        queue = deque(vertex for vertex in self.vertices if in_degree[vertex] == 0)
+        queue = deque(vertex.id for vertex in self.vertices if in_degree[vertex.id] == 0)
         layers = []
 
         current_layer = 0
@@ -273,9 +273,9 @@ class Graph:
             layers.append([])  # Start a new layer
             layer_size = len(queue)
             for _ in range(layer_size):
-                vertex = queue.popleft()
+                vertex_id = queue.popleft()
-                layers[current_layer].append(vertex.id)
+                layers[current_layer].append(vertex_id)
-                for neighbor in graph[vertex]:
+                for neighbor in graph[vertex_id]:
                     in_degree[neighbor] -= 1  # 'remove' edge
                     if in_degree[neighbor] == 0:
                         queue.append(neighbor)

src/backend/langflow/services/chat/service.py

@@ -5,15 +5,14 @@ from typing import Any, Dict, List
 
 import orjson
 from fastapi import WebSocket, status
-from loguru import logger
-from starlette.websockets import WebSocketState
-
 from langflow.api.v1.schemas import ChatMessage, ChatResponse, FileResponse
 from langflow.interface.utils import pil_to_base64
-from langflow.services import ServiceType, service_manager
 from langflow.services.base import Service
 from langflow.services.chat.cache import Subject
 from langflow.services.chat.utils import process_graph
+from langflow.services.deps import get_cache_service
+from loguru import logger
+from starlette.websockets import WebSocketState
 
 from .cache import cache_service
 
@@ -54,7 +53,7 @@ class ChatService(Service):
         self.chat_history = ChatHistory()
         self.chat_cache = cache_service
         self.chat_cache.attach(self.update)
-        self.cache_service = service_manager.get(ServiceType.CACHE_SERVICE)
+        self.cache_service = get_cache_service()
 
     def on_chat_history_update(self):
         """Send the last chat message to the client."""
@@ -240,7 +239,7 @@ class ChatService(Service):
         """
         Get the cache for a client.
         """
-        return self.chat_cache.get(client_id)
+        return self.cache_service.get(client_id)
 
 
 def dict_to_markdown_table(my_dict):

src/backend/langflow/services/database/models/base.py

@@ -1,4 +1,5 @@
 import orjson
+from pydantic import ConfigDict
 from sqlmodel import SQLModel
 
 
@@ -19,7 +20,4 @@ def orjson_dumps(v, *, default=None, sort_keys=False, indent_2=True):
 
 
 class SQLModelSerializable(SQLModel):
-    class Config:
+    model_config = ConfigDict(from_attributes=True)
-        orm_mode = True
-        json_loads = orjson.loads
-        json_dumps = orjson_dumps