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import { useSetModalState } from '@/hooks/common-hooks'; | |
import { useFetchFlow, useResetFlow, useSetFlow } from '@/hooks/flow-hooks'; | |
import { IGraph } from '@/interfaces/database/flow'; | |
import { useIsFetching } from '@tanstack/react-query'; | |
import React, { | |
ChangeEvent, | |
KeyboardEventHandler, | |
useCallback, | |
useEffect, | |
useMemo, | |
useState, | |
} from 'react'; | |
import { Connection, Edge, Node, Position, ReactFlowInstance } from 'reactflow'; | |
// import { shallow } from 'zustand/shallow'; | |
import { variableEnabledFieldMap } from '@/constants/chat'; | |
import { | |
ModelVariableType, | |
settledModelVariableMap, | |
} from '@/constants/knowledge'; | |
import { useFetchModelId, useSendMessageWithSse } from '@/hooks/logic-hooks'; | |
import { Variable } from '@/interfaces/database/chat'; | |
import api from '@/utils/api'; | |
import { useDebounceEffect } from 'ahooks'; | |
import { FormInstance, message } from 'antd'; | |
import { humanId } from 'human-id'; | |
import trim from 'lodash/trim'; | |
import { useParams } from 'umi'; | |
import { v4 as uuid } from 'uuid'; | |
import { | |
NodeMap, | |
Operator, | |
RestrictedUpstreamMap, | |
initialArXivValues, | |
initialBaiduFanyiValues, | |
initialBaiduValues, | |
initialBeginValues, | |
initialBingValues, | |
initialCategorizeValues, | |
initialDeepLValues, | |
initialDuckValues, | |
initialGenerateValues, | |
initialGithubValues, | |
initialGoogleScholarValues, | |
initialGoogleValues, | |
initialKeywordExtractValues, | |
initialMessageValues, | |
initialPubMedValues, | |
initialQWeatherValues, | |
initialRelevantValues, | |
initialRetrievalValues, | |
initialRewriteQuestionValues, | |
initialWikipediaValues, | |
} from './constant'; | |
import { ICategorizeForm, IRelevantForm } from './interface'; | |
import useGraphStore, { RFState } from './store'; | |
import { | |
buildDslComponentsByGraph, | |
receiveMessageError, | |
replaceIdWithText, | |
} from './utils'; | |
const selector = (state: RFState) => ({ | |
nodes: state.nodes, | |
edges: state.edges, | |
onNodesChange: state.onNodesChange, | |
onEdgesChange: state.onEdgesChange, | |
onConnect: state.onConnect, | |
setNodes: state.setNodes, | |
onSelectionChange: state.onSelectionChange, | |
}); | |
export const useSelectCanvasData = () => { | |
// return useStore(useShallow(selector)); // throw error | |
// return useStore(selector, shallow); | |
return useGraphStore(selector); | |
}; | |
export const useInitializeOperatorParams = () => { | |
const llmId = useFetchModelId(); | |
const initialFormValuesMap = useMemo(() => { | |
return { | |
[Operator.Begin]: initialBeginValues, | |
[Operator.Retrieval]: initialRetrievalValues, | |
[Operator.Generate]: { ...initialGenerateValues, llm_id: llmId }, | |
[Operator.Answer]: {}, | |
[Operator.Categorize]: { ...initialCategorizeValues, llm_id: llmId }, | |
[Operator.Relevant]: { ...initialRelevantValues, llm_id: llmId }, | |
[Operator.RewriteQuestion]: { | |
...initialRewriteQuestionValues, | |
llm_id: llmId, | |
}, | |
[Operator.Message]: initialMessageValues, | |
[Operator.KeywordExtract]: { | |
...initialKeywordExtractValues, | |
llm_id: llmId, | |
}, | |
[Operator.DuckDuckGo]: initialDuckValues, | |
[Operator.Baidu]: initialBaiduValues, | |
[Operator.Wikipedia]: initialWikipediaValues, | |
[Operator.PubMed]: initialPubMedValues, | |
[Operator.ArXiv]: initialArXivValues, | |
[Operator.Google]: initialGoogleValues, | |
[Operator.Bing]: initialBingValues, | |
[Operator.GoogleScholar]: initialGoogleScholarValues, | |
[Operator.DeepL]: initialDeepLValues, | |
[Operator.GitHub]: initialGithubValues, | |
[Operator.BaiduFanyi]: initialBaiduFanyiValues, | |
[Operator.QWeather]: initialQWeatherValues, | |
}; | |
}, [llmId]); | |
const initializeOperatorParams = useCallback( | |
(operatorName: Operator) => { | |
return initialFormValuesMap[operatorName]; | |
}, | |
[initialFormValuesMap], | |
); | |
return initializeOperatorParams; | |
}; | |
export const useHandleDrag = () => { | |
const handleDragStart = useCallback( | |
(operatorId: string) => (ev: React.DragEvent<HTMLDivElement>) => { | |
ev.dataTransfer.setData('application/reactflow', operatorId); | |
ev.dataTransfer.effectAllowed = 'move'; | |
}, | |
[], | |
); | |
return { handleDragStart }; | |
}; | |
export const useHandleDrop = () => { | |
const addNode = useGraphStore((state) => state.addNode); | |
const [reactFlowInstance, setReactFlowInstance] = | |
useState<ReactFlowInstance<any, any>>(); | |
const initializeOperatorParams = useInitializeOperatorParams(); | |
const onDragOver = useCallback((event: React.DragEvent<HTMLDivElement>) => { | |
event.preventDefault(); | |
event.dataTransfer.dropEffect = 'move'; | |
}, []); | |
const onDrop = useCallback( | |
(event: React.DragEvent<HTMLDivElement>) => { | |
event.preventDefault(); | |
const type = event.dataTransfer.getData('application/reactflow'); | |
// check if the dropped element is valid | |
if (typeof type === 'undefined' || !type) { | |
return; | |
} | |
// reactFlowInstance.project was renamed to reactFlowInstance.screenToFlowPosition | |
// and you don't need to subtract the reactFlowBounds.left/top anymore | |
// details: https://reactflow.dev/whats-new/2023-11-10 | |
const position = reactFlowInstance?.screenToFlowPosition({ | |
x: event.clientX, | |
y: event.clientY, | |
}); | |
const newNode = { | |
id: `${type}:${humanId()}`, | |
type: NodeMap[type as Operator] || 'ragNode', | |
position: position || { | |
x: 0, | |
y: 0, | |
}, | |
data: { | |
label: `${type}`, | |
name: humanId(), | |
form: initializeOperatorParams(type as Operator), | |
}, | |
sourcePosition: Position.Right, | |
targetPosition: Position.Left, | |
}; | |
addNode(newNode); | |
}, | |
[reactFlowInstance, addNode, initializeOperatorParams], | |
); | |
return { onDrop, onDragOver, setReactFlowInstance }; | |
}; | |
export const useShowDrawer = () => { | |
const { | |
clickedNodeId: clickNodeId, | |
setClickedNodeId, | |
getNode, | |
} = useGraphStore((state) => state); | |
const { | |
visible: drawerVisible, | |
hideModal: hideDrawer, | |
showModal: showDrawer, | |
} = useSetModalState(); | |
const handleShow = useCallback( | |
(node: Node) => { | |
setClickedNodeId(node.id); | |
showDrawer(); | |
}, | |
[showDrawer, setClickedNodeId], | |
); | |
return { | |
drawerVisible, | |
hideDrawer, | |
showDrawer: handleShow, | |
clickedNode: getNode(clickNodeId), | |
}; | |
}; | |
export const useHandleKeyUp = () => { | |
const deleteEdge = useGraphStore((state) => state.deleteEdge); | |
const handleKeyUp: KeyboardEventHandler = useCallback( | |
(e) => { | |
if (e.code === 'Delete') { | |
deleteEdge(); | |
} | |
}, | |
[deleteEdge], | |
); | |
return { handleKeyUp }; | |
}; | |
export const useSaveGraph = () => { | |
const { data } = useFetchFlow(); | |
const { setFlow } = useSetFlow(); | |
const { id } = useParams(); | |
const { nodes, edges } = useGraphStore((state) => state); | |
const saveGraph = useCallback(async () => { | |
const dslComponents = buildDslComponentsByGraph(nodes, edges); | |
return setFlow({ | |
id, | |
title: data.title, | |
dsl: { ...data.dsl, graph: { nodes, edges }, components: dslComponents }, | |
}); | |
}, [nodes, edges, setFlow, id, data]); | |
return { saveGraph }; | |
}; | |
export const useWatchGraphChange = () => { | |
const nodes = useGraphStore((state) => state.nodes); | |
const edges = useGraphStore((state) => state.edges); | |
useDebounceEffect( | |
() => { | |
// console.info('useDebounceEffect'); | |
}, | |
[nodes, edges], | |
{ | |
wait: 1000, | |
}, | |
); | |
}; | |
export const useHandleFormValuesChange = (id?: string) => { | |
const updateNodeForm = useGraphStore((state) => state.updateNodeForm); | |
const handleValuesChange = useCallback( | |
(changedValues: any, values: any) => { | |
let nextValues: any = values; | |
// Fixed the issue that the related form value does not change after selecting the freedom field of the model | |
if ( | |
Object.keys(changedValues).length === 1 && | |
'parameter' in changedValues && | |
changedValues['parameter'] in settledModelVariableMap | |
) { | |
nextValues = { | |
...values, | |
...settledModelVariableMap[ | |
changedValues['parameter'] as keyof typeof settledModelVariableMap | |
], | |
}; | |
} | |
if (id) { | |
updateNodeForm(id, nextValues); | |
} | |
}, | |
[updateNodeForm, id], | |
); | |
return { handleValuesChange }; | |
}; | |
const useSetGraphInfo = () => { | |
const { setEdges, setNodes } = useGraphStore((state) => state); | |
const setGraphInfo = useCallback( | |
({ nodes = [], edges = [] }: IGraph) => { | |
if (nodes.length || edges.length) { | |
setNodes(nodes); | |
setEdges(edges); | |
} | |
}, | |
[setEdges, setNodes], | |
); | |
return setGraphInfo; | |
}; | |
export const useFetchDataOnMount = () => { | |
const { loading, data, refetch } = useFetchFlow(); | |
const setGraphInfo = useSetGraphInfo(); | |
useEffect(() => { | |
setGraphInfo(data?.dsl?.graph ?? ({} as IGraph)); | |
}, [setGraphInfo, data]); | |
useWatchGraphChange(); | |
useEffect(() => { | |
refetch(); | |
}, [refetch]); | |
return { loading, flowDetail: data }; | |
}; | |
export const useFlowIsFetching = () => { | |
return useIsFetching({ queryKey: ['flowDetail'] }) > 0; | |
}; | |
export const useSetLlmSetting = (form?: FormInstance) => { | |
const initialLlmSetting = undefined; | |
useEffect(() => { | |
const switchBoxValues = Object.keys(variableEnabledFieldMap).reduce< | |
Record<string, boolean> | |
>((pre, field) => { | |
pre[field] = | |
initialLlmSetting === undefined | |
? true | |
: !!initialLlmSetting[ | |
variableEnabledFieldMap[ | |
field as keyof typeof variableEnabledFieldMap | |
] as keyof Variable | |
]; | |
return pre; | |
}, {}); | |
const otherValues = settledModelVariableMap[ModelVariableType.Precise]; | |
form?.setFieldsValue({ | |
...switchBoxValues, | |
...otherValues, | |
}); | |
}, [form, initialLlmSetting]); | |
}; | |
export const useValidateConnection = () => { | |
const { edges, getOperatorTypeFromId } = useGraphStore((state) => state); | |
// restricted lines cannot be connected successfully. | |
const isValidConnection = useCallback( | |
(connection: Connection) => { | |
// node cannot connect to itself | |
const isSelfConnected = connection.target === connection.source; | |
// limit the connection between two nodes to only one connection line in one direction | |
const hasLine = edges.some( | |
(x) => x.source === connection.source && x.target === connection.target, | |
); | |
const ret = | |
!isSelfConnected && | |
!hasLine && | |
RestrictedUpstreamMap[ | |
getOperatorTypeFromId(connection.source) as Operator | |
]?.every((x) => x !== getOperatorTypeFromId(connection.target)); | |
return ret; | |
}, | |
[edges, getOperatorTypeFromId], | |
); | |
return isValidConnection; | |
}; | |
export const useHandleNodeNameChange = (node?: Node) => { | |
const [name, setName] = useState<string>(''); | |
const { updateNodeName, nodes } = useGraphStore((state) => state); | |
const previousName = node?.data.name; | |
const id = node?.id; | |
const handleNameBlur = useCallback(() => { | |
const existsSameName = nodes.some((x) => x.data.name === name); | |
if (trim(name) === '' || existsSameName) { | |
if (existsSameName && previousName !== name) { | |
message.error('The name cannot be repeated'); | |
} | |
setName(previousName); | |
return; | |
} | |
if (id) { | |
updateNodeName(id, name); | |
} | |
}, [name, id, updateNodeName, previousName, nodes]); | |
const handleNameChange = useCallback((e: ChangeEvent<any>) => { | |
setName(e.target.value); | |
}, []); | |
useEffect(() => { | |
setName(previousName); | |
}, [previousName]); | |
return { name, handleNameBlur, handleNameChange }; | |
}; | |
export const useSaveGraphBeforeOpeningDebugDrawer = (show: () => void) => { | |
const { id } = useParams(); | |
const { saveGraph } = useSaveGraph(); | |
const { resetFlow } = useResetFlow(); | |
const { refetch } = useFetchFlow(); | |
const { send } = useSendMessageWithSse(api.runCanvas); | |
const handleRun = useCallback(async () => { | |
const saveRet = await saveGraph(); | |
if (saveRet?.retcode === 0) { | |
// Call the reset api before opening the run drawer each time | |
const resetRet = await resetFlow(); | |
// After resetting, all previous messages will be cleared. | |
if (resetRet?.retcode === 0) { | |
// fetch prologue | |
const sendRet = await send({ id }); | |
if (receiveMessageError(sendRet)) { | |
message.error(sendRet?.data?.retmsg); | |
} else { | |
refetch(); | |
show(); | |
} | |
} | |
} | |
}, [saveGraph, resetFlow, id, send, show, refetch]); | |
return handleRun; | |
}; | |
export const useReplaceIdWithText = (output: unknown) => { | |
const getNode = useGraphStore((state) => state.getNode); | |
const getNameById = (id?: string) => { | |
return getNode(id)?.data.name; | |
}; | |
return replaceIdWithText(output, getNameById); | |
}; | |
/** | |
* monitor changes in the data.form field of the categorize and relevant operators | |
* and then synchronize them to the edge | |
*/ | |
export const useWatchNodeFormDataChange = () => { | |
const { getNode, nodes, setEdgesByNodeId } = useGraphStore((state) => state); | |
const buildCategorizeEdgesByFormData = useCallback( | |
(nodeId: string, form: ICategorizeForm) => { | |
// add | |
// delete | |
// edit | |
const categoryDescription = form.category_description; | |
const downstreamEdges = Object.keys(categoryDescription).reduce<Edge[]>( | |
(pre, sourceHandle) => { | |
const target = categoryDescription[sourceHandle]?.to; | |
if (target) { | |
pre.push({ | |
id: uuid(), | |
source: nodeId, | |
target, | |
sourceHandle, | |
}); | |
} | |
return pre; | |
}, | |
[], | |
); | |
setEdgesByNodeId(nodeId, downstreamEdges); | |
}, | |
[setEdgesByNodeId], | |
); | |
const buildRelevantEdgesByFormData = useCallback( | |
(nodeId: string, form: IRelevantForm) => { | |
const downstreamEdges = ['yes', 'no'].reduce<Edge[]>((pre, cur) => { | |
const target = form[cur as keyof IRelevantForm] as string; | |
if (target) { | |
pre.push({ id: uuid(), source: nodeId, target, sourceHandle: cur }); | |
} | |
return pre; | |
}, []); | |
setEdgesByNodeId(nodeId, downstreamEdges); | |
}, | |
[setEdgesByNodeId], | |
); | |
useEffect(() => { | |
nodes.forEach((node) => { | |
const currentNode = getNode(node.id); | |
const form = currentNode?.data.form ?? {}; | |
const operatorType = currentNode?.data.label; | |
switch (operatorType) { | |
case Operator.Relevant: | |
buildRelevantEdgesByFormData(node.id, form as IRelevantForm); | |
break; | |
case Operator.Categorize: | |
buildCategorizeEdgesByFormData(node.id, form as ICategorizeForm); | |
break; | |
default: | |
break; | |
} | |
}); | |
}, [ | |
nodes, | |
buildCategorizeEdgesByFormData, | |
getNode, | |
buildRelevantEdgesByFormData, | |
]); | |
}; | |