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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,
]);
};