- import {
- useCallback,
- useMemo,
- useRef,
- } from 'react'
- import { useTranslation } from 'react-i18next'
- import { useStoreApi } from 'reactflow'
- import type {
- CommonNodeType,
- Edge,
- Node,
- ValueSelector,
- } from '../types'
- import { BlockEnum } from '../types'
- import {
- useStore,
- useWorkflowStore,
- } from '../store'
- import {
- getDataSourceCheckParams,
- getToolCheckParams,
- getValidTreeNodes,
- } from '../utils'
- import {
- CUSTOM_NODE,
- } from '../constants'
- import {
- useGetToolIcon,
- useWorkflow,
- } from '../hooks'
- import type { ToolNodeType } from '../nodes/tool/types'
- import type { DataSourceNodeType } from '../nodes/data-source/types'
- import { useNodesMetaData } from './use-nodes-meta-data'
- import { useToastContext } from '@/app/components/base/toast'
- import { useGetLanguage } from '@/context/i18n'
- import type { AgentNodeType } from '../nodes/agent/types'
- import { useStrategyProviders } from '@/service/use-strategy'
- import { useDatasetsDetailStore } from '../datasets-detail-store/store'
- import type { KnowledgeRetrievalNodeType } from '../nodes/knowledge-retrieval/types'
- import type { DataSet } from '@/models/datasets'
- import { fetchDatasets } from '@/service/datasets'
- import { MAX_TREE_DEPTH } from '@/config'
- import useNodesAvailableVarList, { useGetNodesAvailableVarList } from './use-nodes-available-var-list'
- import { getNodeUsedVars, isSpecialVar } from '../nodes/_base/components/variable/utils'
-
- export const useChecklist = (nodes: Node[], edges: Edge[]) => {
- const { t } = useTranslation()
- const language = useGetLanguage()
- const { nodesMap: nodesExtraData } = useNodesMetaData()
- const buildInTools = useStore(s => s.buildInTools)
- const customTools = useStore(s => s.customTools)
- const workflowTools = useStore(s => s.workflowTools)
- const dataSourceList = useStore(s => s.dataSourceList)
- const { data: strategyProviders } = useStrategyProviders()
- const datasetsDetail = useDatasetsDetailStore(s => s.datasetsDetail)
- const { getStartNodes } = useWorkflow()
- const getToolIcon = useGetToolIcon()
-
- const map = useNodesAvailableVarList(nodes)
-
- const getCheckData = useCallback((data: CommonNodeType<{}>) => {
- let checkData = data
- if (data.type === BlockEnum.KnowledgeRetrieval) {
- const datasetIds = (data as CommonNodeType<KnowledgeRetrievalNodeType>).dataset_ids
- const _datasets = datasetIds.reduce<DataSet[]>((acc, id) => {
- if (datasetsDetail[id])
- acc.push(datasetsDetail[id])
- return acc
- }, [])
- checkData = {
- ...data,
- _datasets,
- } as CommonNodeType<KnowledgeRetrievalNodeType>
- }
- return checkData
- }, [datasetsDetail])
-
- const needWarningNodes = useMemo(() => {
- const list = []
- const filteredNodes = nodes.filter(node => node.type === CUSTOM_NODE)
- const startNodes = getStartNodes(filteredNodes)
- const validNodesFlattened = startNodes.map(startNode => getValidTreeNodes(startNode, filteredNodes, edges))
- const validNodes = validNodesFlattened.reduce((acc, curr) => {
- if (curr.validNodes)
- acc.push(...curr.validNodes)
- return acc
- }, [] as Node[])
-
- for (let i = 0; i < filteredNodes.length; i++) {
- const node = filteredNodes[i]
- let moreDataForCheckValid
- let usedVars: ValueSelector[] = []
-
- if (node.data.type === BlockEnum.Tool)
- moreDataForCheckValid = getToolCheckParams(node.data as ToolNodeType, buildInTools, customTools, workflowTools, language)
-
- if (node.data.type === BlockEnum.DataSource)
- moreDataForCheckValid = getDataSourceCheckParams(node.data as DataSourceNodeType, dataSourceList || [], language)
-
- const toolIcon = getToolIcon(node.data)
- if (node.data.type === BlockEnum.Agent) {
- const data = node.data as AgentNodeType
- const isReadyForCheckValid = !!strategyProviders
- const provider = strategyProviders?.find(provider => provider.declaration.identity.name === data.agent_strategy_provider_name)
- const strategy = provider?.declaration.strategies?.find(s => s.identity.name === data.agent_strategy_name)
- moreDataForCheckValid = {
- provider,
- strategy,
- language,
- isReadyForCheckValid,
- }
- }
- else {
- usedVars = getNodeUsedVars(node).filter(v => v.length > 0)
- }
-
- if (node.type === CUSTOM_NODE) {
- const checkData = getCheckData(node.data)
- let { errorMessage } = nodesExtraData![node.data.type].checkValid(checkData, t, moreDataForCheckValid)
-
- if (!errorMessage) {
- const availableVars = map[node.id].availableVars
-
- for (const variable of usedVars) {
- const isSpecialVars = isSpecialVar(variable[0])
- if (!isSpecialVars) {
- const usedNode = availableVars.find(v => v.nodeId === variable?.[0])
- if (usedNode) {
- const usedVar = usedNode.vars.find(v => v.variable === variable?.[1])
- if (!usedVar)
- errorMessage = t('workflow.errorMsg.invalidVariable')
- }
- else {
- errorMessage = t('workflow.errorMsg.invalidVariable')
- }
- }
- }
- }
- if (errorMessage || !validNodes.find(n => n.id === node.id)) {
- list.push({
- id: node.id,
- type: node.data.type,
- title: node.data.title,
- toolIcon,
- unConnected: !validNodes.find(n => n.id === node.id),
- errorMessage,
- })
- }
- }
- }
-
- const isRequiredNodesType = Object.keys(nodesExtraData!).filter((key: any) => (nodesExtraData as any)[key].metaData.isRequired)
-
- isRequiredNodesType.forEach((type: string) => {
- if (!filteredNodes.find(node => node.data.type === type)) {
- list.push({
- id: `${type}-need-added`,
- type,
- title: t(`workflow.blocks.${type}`),
- errorMessage: t('workflow.common.needAdd', { node: t(`workflow.blocks.${type}`) }),
- })
- }
- })
-
- return list
- }, [nodes, getStartNodes, nodesExtraData, edges, buildInTools, customTools, workflowTools, language, dataSourceList, getToolIcon, strategyProviders, getCheckData, t, map])
-
- return needWarningNodes
- }
-
- export const useChecklistBeforePublish = () => {
- const { t } = useTranslation()
- const language = useGetLanguage()
- const { notify } = useToastContext()
- const store = useStoreApi()
- const { nodesMap: nodesExtraData } = useNodesMetaData()
- const { data: strategyProviders } = useStrategyProviders()
- const updateDatasetsDetail = useDatasetsDetailStore(s => s.updateDatasetsDetail)
- const updateTime = useRef(0)
- const { getStartNodes } = useWorkflow()
- const workflowStore = useWorkflowStore()
- const { getNodesAvailableVarList } = useGetNodesAvailableVarList()
-
- const getCheckData = useCallback((data: CommonNodeType<{}>, datasets: DataSet[]) => {
- let checkData = data
- if (data.type === BlockEnum.KnowledgeRetrieval) {
- const datasetIds = (data as CommonNodeType<KnowledgeRetrievalNodeType>).dataset_ids
- const datasetsDetail = datasets.reduce<Record<string, DataSet>>((acc, dataset) => {
- acc[dataset.id] = dataset
- return acc
- }, {})
- const _datasets = datasetIds.reduce<DataSet[]>((acc, id) => {
- if (datasetsDetail[id])
- acc.push(datasetsDetail[id])
- return acc
- }, [])
- checkData = {
- ...data,
- _datasets,
- } as CommonNodeType<KnowledgeRetrievalNodeType>
- }
- return checkData
- }, [])
-
- const handleCheckBeforePublish = useCallback(async () => {
- const {
- getNodes,
- edges,
- } = store.getState()
- const {
- dataSourceList,
- buildInTools,
- customTools,
- workflowTools,
- } = workflowStore.getState()
- const nodes = getNodes()
- const filteredNodes = nodes.filter(node => node.type === CUSTOM_NODE)
- const startNodes = getStartNodes(filteredNodes)
- const validNodesFlattened = startNodes.map(startNode => getValidTreeNodes(startNode, filteredNodes, edges))
- const validNodes = validNodesFlattened.reduce((acc, curr) => {
- if (curr.validNodes)
- acc.push(...curr.validNodes)
- return acc
- }, [] as Node[])
- const maxDepthArr = validNodesFlattened.map(item => item.maxDepth)
-
- for (let i = 0; i < maxDepthArr.length; i++) {
- if (maxDepthArr[i] > MAX_TREE_DEPTH) {
- notify({ type: 'error', message: t('workflow.common.maxTreeDepth', { depth: MAX_TREE_DEPTH }) })
- return false
- }
- }
- // Before publish, we need to fetch datasets detail, in case of the settings of datasets have been changed
- const knowledgeRetrievalNodes = filteredNodes.filter(node => node.data.type === BlockEnum.KnowledgeRetrieval)
- const allDatasetIds = knowledgeRetrievalNodes.reduce<string[]>((acc, node) => {
- return Array.from(new Set([...acc, ...(node.data as CommonNodeType<KnowledgeRetrievalNodeType>).dataset_ids]))
- }, [])
- let datasets: DataSet[] = []
- if (allDatasetIds.length > 0) {
- updateTime.current = updateTime.current + 1
- const currUpdateTime = updateTime.current
- const { data: datasetsDetail } = await fetchDatasets({ url: '/datasets', params: { page: 1, ids: allDatasetIds } })
- if (datasetsDetail && datasetsDetail.length > 0) {
- // avoid old data to overwrite the new data
- if (currUpdateTime < updateTime.current)
- return false
- datasets = datasetsDetail
- updateDatasetsDetail(datasetsDetail)
- }
- }
- const map = getNodesAvailableVarList(nodes)
- for (let i = 0; i < filteredNodes.length; i++) {
- const node = filteredNodes[i]
- let moreDataForCheckValid
- let usedVars: ValueSelector[] = []
- if (node.data.type === BlockEnum.Tool)
- moreDataForCheckValid = getToolCheckParams(node.data as ToolNodeType, buildInTools, customTools, workflowTools, language)
-
- if (node.data.type === BlockEnum.DataSource)
- moreDataForCheckValid = getDataSourceCheckParams(node.data as DataSourceNodeType, dataSourceList || [], language)
-
- if (node.data.type === BlockEnum.Agent) {
- const data = node.data as AgentNodeType
- const isReadyForCheckValid = !!strategyProviders
- const provider = strategyProviders?.find(provider => provider.declaration.identity.name === data.agent_strategy_provider_name)
- const strategy = provider?.declaration.strategies?.find(s => s.identity.name === data.agent_strategy_name)
- moreDataForCheckValid = {
- provider,
- strategy,
- language,
- isReadyForCheckValid,
- }
- }
- else {
- usedVars = getNodeUsedVars(node).filter(v => v.length > 0)
- }
- const checkData = getCheckData(node.data, datasets)
- const { errorMessage } = nodesExtraData![node.data.type as BlockEnum].checkValid(checkData, t, moreDataForCheckValid)
-
- if (errorMessage) {
- notify({ type: 'error', message: `[${node.data.title}] ${errorMessage}` })
- return false
- }
-
- const availableVars = map[node.id].availableVars
-
- for (const variable of usedVars) {
- const isSpecialVars = isSpecialVar(variable[0])
- if (!isSpecialVars) {
- const usedNode = availableVars.find(v => v.nodeId === variable?.[0])
- if (usedNode) {
- const usedVar = usedNode.vars.find(v => v.variable === variable?.[1])
- if (!usedVar) {
- notify({ type: 'error', message: `[${node.data.title}] ${t('workflow.errorMsg.invalidVariable')}` })
- return false
- }
- }
- else {
- notify({ type: 'error', message: `[${node.data.title}] ${t('workflow.errorMsg.invalidVariable')}` })
- return false
- }
- }
- }
-
- if (!validNodes.find(n => n.id === node.id)) {
- notify({ type: 'error', message: `[${node.data.title}] ${t('workflow.common.needConnectTip')}` })
- return false
- }
- }
-
- const isRequiredNodesType = Object.keys(nodesExtraData!).filter((key: any) => (nodesExtraData as any)[key].metaData.isRequired)
-
- for (let i = 0; i < isRequiredNodesType.length; i++) {
- const type = isRequiredNodesType[i]
- if (!filteredNodes.find(node => node.data.type === type)) {
- notify({ type: 'error', message: t('workflow.common.needAdd', { node: t(`workflow.blocks.${type}`) }) })
- return false
- }
- }
-
- return true
- }, [store, notify, t, language, nodesExtraData, strategyProviders, updateDatasetsDetail, getCheckData, getStartNodes, workflowStore])
-
- return {
- handleCheckBeforePublish,
- }
- }
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