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use-checklist.ts 11KB

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  1. import {
  2. useCallback,
  3. useMemo,
  4. useRef,
  5. } from 'react'
  6. import { useTranslation } from 'react-i18next'
  7. import { useStoreApi } from 'reactflow'
  8. import type {
  9. CommonNodeType,
  10. Edge,
  11. Node,
  12. ValueSelector,
  13. } from '../types'
  14. import { BlockEnum } from '../types'
  15. import {
  16. useStore,
  17. useWorkflowStore,
  18. } from '../store'
  19. import {
  20. getDataSourceCheckParams,
  21. getToolCheckParams,
  22. getValidTreeNodes,
  23. } from '../utils'
  24. import {
  25. CUSTOM_NODE,
  26. } from '../constants'
  27. import {
  28. useGetToolIcon,
  29. useWorkflow,
  30. } from '../hooks'
  31. import type { ToolNodeType } from '../nodes/tool/types'
  32. import type { DataSourceNodeType } from '../nodes/data-source/types'
  33. import { useNodesMetaData } from './use-nodes-meta-data'
  34. import { useToastContext } from '@/app/components/base/toast'
  35. import { useGetLanguage } from '@/context/i18n'
  36. import type { AgentNodeType } from '../nodes/agent/types'
  37. import { useStrategyProviders } from '@/service/use-strategy'
  38. import { useDatasetsDetailStore } from '../datasets-detail-store/store'
  39. import type { KnowledgeRetrievalNodeType } from '../nodes/knowledge-retrieval/types'
  40. import type { DataSet } from '@/models/datasets'
  41. import { fetchDatasets } from '@/service/datasets'
  42. import { MAX_TREE_DEPTH } from '@/config'
  43. import useNodesAvailableVarList from './use-nodes-available-var-list'
  44. import { getNodeUsedVars, isSpecialVar } from '../nodes/_base/components/variable/utils'
  45. export const useChecklist = (nodes: Node[], edges: Edge[]) => {
  46. const { t } = useTranslation()
  47. const language = useGetLanguage()
  48. const { nodesMap: nodesExtraData } = useNodesMetaData()
  49. const buildInTools = useStore(s => s.buildInTools)
  50. const customTools = useStore(s => s.customTools)
  51. const workflowTools = useStore(s => s.workflowTools)
  52. const dataSourceList = useStore(s => s.dataSourceList)
  53. const { data: strategyProviders } = useStrategyProviders()
  54. const datasetsDetail = useDatasetsDetailStore(s => s.datasetsDetail)
  55. const { getStartNodes } = useWorkflow()
  56. const getToolIcon = useGetToolIcon()
  57. const map = useNodesAvailableVarList(nodes)
  58. const getCheckData = useCallback((data: CommonNodeType<{}>) => {
  59. let checkData = data
  60. if (data.type === BlockEnum.KnowledgeRetrieval) {
  61. const datasetIds = (data as CommonNodeType<KnowledgeRetrievalNodeType>).dataset_ids
  62. const _datasets = datasetIds.reduce<DataSet[]>((acc, id) => {
  63. if (datasetsDetail[id])
  64. acc.push(datasetsDetail[id])
  65. return acc
  66. }, [])
  67. checkData = {
  68. ...data,
  69. _datasets,
  70. } as CommonNodeType<KnowledgeRetrievalNodeType>
  71. }
  72. return checkData
  73. }, [datasetsDetail])
  74. const needWarningNodes = useMemo(() => {
  75. const list = []
  76. const filteredNodes = nodes.filter(node => node.type === CUSTOM_NODE)
  77. const startNodes = getStartNodes(filteredNodes)
  78. const validNodesFlattened = startNodes.map(startNode => getValidTreeNodes(startNode, filteredNodes, edges))
  79. const validNodes = validNodesFlattened.reduce((acc, curr) => {
  80. if (curr.validNodes)
  81. acc.push(...curr.validNodes)
  82. return acc
  83. }, [] as Node[])
  84. for (let i = 0; i < filteredNodes.length; i++) {
  85. const node = filteredNodes[i]
  86. let moreDataForCheckValid
  87. let usedVars: ValueSelector[] = []
  88. if (node.data.type === BlockEnum.Tool)
  89. moreDataForCheckValid = getToolCheckParams(node.data as ToolNodeType, buildInTools, customTools, workflowTools, language)
  90. if (node.data.type === BlockEnum.DataSource)
  91. moreDataForCheckValid = getDataSourceCheckParams(node.data as DataSourceNodeType, dataSourceList || [], language)
  92. const toolIcon = getToolIcon(node.data)
  93. if (node.data.type === BlockEnum.Agent) {
  94. const data = node.data as AgentNodeType
  95. const isReadyForCheckValid = !!strategyProviders
  96. const provider = strategyProviders?.find(provider => provider.declaration.identity.name === data.agent_strategy_provider_name)
  97. const strategy = provider?.declaration.strategies?.find(s => s.identity.name === data.agent_strategy_name)
  98. moreDataForCheckValid = {
  99. provider,
  100. strategy,
  101. language,
  102. isReadyForCheckValid,
  103. }
  104. }
  105. else {
  106. usedVars = getNodeUsedVars(node).filter(v => v.length > 0)
  107. }
  108. if (node.type === CUSTOM_NODE) {
  109. const checkData = getCheckData(node.data)
  110. let { errorMessage } = nodesExtraData![node.data.type].checkValid(checkData, t, moreDataForCheckValid)
  111. if (!errorMessage) {
  112. const availableVars = map[node.id].availableVars
  113. for (const variable of usedVars) {
  114. const isSpecialVars = isSpecialVar(variable[0])
  115. if (!isSpecialVars) {
  116. const usedNode = availableVars.find(v => v.nodeId === variable?.[0])
  117. if (usedNode) {
  118. const usedVar = usedNode.vars.find(v => v.variable === variable?.[1])
  119. if (!usedVar)
  120. errorMessage = t('workflow.errorMsg.invalidVariable')
  121. }
  122. else {
  123. errorMessage = t('workflow.errorMsg.invalidVariable')
  124. }
  125. }
  126. }
  127. }
  128. if (errorMessage || !validNodes.find(n => n.id === node.id)) {
  129. list.push({
  130. id: node.id,
  131. type: node.data.type,
  132. title: node.data.title,
  133. toolIcon,
  134. unConnected: !validNodes.find(n => n.id === node.id),
  135. errorMessage,
  136. })
  137. }
  138. }
  139. }
  140. const isRequiredNodesType = Object.keys(nodesExtraData!).filter((key: any) => (nodesExtraData as any)[key].metaData.isRequired)
  141. isRequiredNodesType.forEach((type: string) => {
  142. if (!filteredNodes.find(node => node.data.type === type)) {
  143. list.push({
  144. id: `${type}-need-added`,
  145. type,
  146. title: t(`workflow.blocks.${type}`),
  147. errorMessage: t('workflow.common.needAdd', { node: t(`workflow.blocks.${type}`) }),
  148. })
  149. }
  150. })
  151. return list
  152. }, [nodes, getStartNodes, nodesExtraData, edges, buildInTools, customTools, workflowTools, language, dataSourceList, getToolIcon, strategyProviders, getCheckData, t, map])
  153. return needWarningNodes
  154. }
  155. export const useChecklistBeforePublish = () => {
  156. const { t } = useTranslation()
  157. const language = useGetLanguage()
  158. const { notify } = useToastContext()
  159. const store = useStoreApi()
  160. const { nodesMap: nodesExtraData } = useNodesMetaData()
  161. const { data: strategyProviders } = useStrategyProviders()
  162. const updateDatasetsDetail = useDatasetsDetailStore(s => s.updateDatasetsDetail)
  163. const updateTime = useRef(0)
  164. const { getStartNodes } = useWorkflow()
  165. const workflowStore = useWorkflowStore()
  166. const getCheckData = useCallback((data: CommonNodeType<{}>, datasets: DataSet[]) => {
  167. let checkData = data
  168. if (data.type === BlockEnum.KnowledgeRetrieval) {
  169. const datasetIds = (data as CommonNodeType<KnowledgeRetrievalNodeType>).dataset_ids
  170. const datasetsDetail = datasets.reduce<Record<string, DataSet>>((acc, dataset) => {
  171. acc[dataset.id] = dataset
  172. return acc
  173. }, {})
  174. const _datasets = datasetIds.reduce<DataSet[]>((acc, id) => {
  175. if (datasetsDetail[id])
  176. acc.push(datasetsDetail[id])
  177. return acc
  178. }, [])
  179. checkData = {
  180. ...data,
  181. _datasets,
  182. } as CommonNodeType<KnowledgeRetrievalNodeType>
  183. }
  184. return checkData
  185. }, [])
  186. const handleCheckBeforePublish = useCallback(async () => {
  187. const {
  188. getNodes,
  189. edges,
  190. } = store.getState()
  191. const {
  192. dataSourceList,
  193. buildInTools,
  194. customTools,
  195. workflowTools,
  196. } = workflowStore.getState()
  197. const nodes = getNodes()
  198. const filteredNodes = nodes.filter(node => node.type === CUSTOM_NODE)
  199. const startNodes = getStartNodes(filteredNodes)
  200. const validNodesFlattened = startNodes.map(startNode => getValidTreeNodes(startNode, filteredNodes, edges))
  201. const validNodes = validNodesFlattened.reduce((acc, curr) => {
  202. if (curr.validNodes)
  203. acc.push(...curr.validNodes)
  204. return acc
  205. }, [] as Node[])
  206. const maxDepthArr = validNodesFlattened.map(item => item.maxDepth)
  207. for (let i = 0; i < maxDepthArr.length; i++) {
  208. if (maxDepthArr[i] > MAX_TREE_DEPTH) {
  209. notify({ type: 'error', message: t('workflow.common.maxTreeDepth', { depth: MAX_TREE_DEPTH }) })
  210. return false
  211. }
  212. }
  213. // Before publish, we need to fetch datasets detail, in case of the settings of datasets have been changed
  214. const knowledgeRetrievalNodes = filteredNodes.filter(node => node.data.type === BlockEnum.KnowledgeRetrieval)
  215. const allDatasetIds = knowledgeRetrievalNodes.reduce<string[]>((acc, node) => {
  216. return Array.from(new Set([...acc, ...(node.data as CommonNodeType<KnowledgeRetrievalNodeType>).dataset_ids]))
  217. }, [])
  218. let datasets: DataSet[] = []
  219. if (allDatasetIds.length > 0) {
  220. updateTime.current = updateTime.current + 1
  221. const currUpdateTime = updateTime.current
  222. const { data: datasetsDetail } = await fetchDatasets({ url: '/datasets', params: { page: 1, ids: allDatasetIds } })
  223. if (datasetsDetail && datasetsDetail.length > 0) {
  224. // avoid old data to overwrite the new data
  225. if (currUpdateTime < updateTime.current)
  226. return false
  227. datasets = datasetsDetail
  228. updateDatasetsDetail(datasetsDetail)
  229. }
  230. }
  231. for (let i = 0; i < filteredNodes.length; i++) {
  232. const node = filteredNodes[i]
  233. let moreDataForCheckValid
  234. if (node.data.type === BlockEnum.Tool)
  235. moreDataForCheckValid = getToolCheckParams(node.data as ToolNodeType, buildInTools, customTools, workflowTools, language)
  236. if (node.data.type === BlockEnum.DataSource)
  237. moreDataForCheckValid = getDataSourceCheckParams(node.data as DataSourceNodeType, dataSourceList || [], language)
  238. if (node.data.type === BlockEnum.Agent) {
  239. const data = node.data as AgentNodeType
  240. const isReadyForCheckValid = !!strategyProviders
  241. const provider = strategyProviders?.find(provider => provider.declaration.identity.name === data.agent_strategy_provider_name)
  242. const strategy = provider?.declaration.strategies?.find(s => s.identity.name === data.agent_strategy_name)
  243. moreDataForCheckValid = {
  244. provider,
  245. strategy,
  246. language,
  247. isReadyForCheckValid,
  248. }
  249. }
  250. const checkData = getCheckData(node.data, datasets)
  251. const { errorMessage } = nodesExtraData![node.data.type as BlockEnum].checkValid(checkData, t, moreDataForCheckValid)
  252. if (errorMessage) {
  253. notify({ type: 'error', message: `[${node.data.title}] ${errorMessage}` })
  254. return false
  255. }
  256. if (!validNodes.find(n => n.id === node.id)) {
  257. notify({ type: 'error', message: `[${node.data.title}] ${t('workflow.common.needConnectTip')}` })
  258. return false
  259. }
  260. }
  261. const isRequiredNodesType = Object.keys(nodesExtraData!).filter((key: any) => (nodesExtraData as any)[key].metaData.isRequired)
  262. for (let i = 0; i < isRequiredNodesType.length; i++) {
  263. const type = isRequiredNodesType[i]
  264. if (!filteredNodes.find(node => node.data.type === type)) {
  265. notify({ type: 'error', message: t('workflow.common.needAdd', { node: t(`workflow.blocks.${type}`) }) })
  266. return false
  267. }
  268. }
  269. return true
  270. }, [store, notify, t, language, nodesExtraData, strategyProviders, updateDatasetsDetail, getCheckData, getStartNodes, workflowStore])
  271. return {
  272. handleCheckBeforePublish,
  273. }
  274. }