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'use client'
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import { useCallback, useMemo, useRef, useState } from 'react'
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import DataSourceOptions from './data-source-options'
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import type { CrawlResultItem, DocumentItem, CustomFile as File, FileIndexingEstimateResponse } from '@/models/datasets'
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import LocalFile from '@/app/components/rag-pipeline/components/panel/test-run/data-source/local-file'
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import { useProviderContextSelector } from '@/context/provider-context'
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import type { NotionPage } from '@/models/common'
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import Notion from '@/app/components/rag-pipeline/components/panel/test-run/data-source/notion'
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import VectorSpaceFull from '@/app/components/billing/vector-space-full'
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import WebsiteCrawl from '@/app/components/rag-pipeline/components/panel/test-run/data-source/website-crawl'
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import Actions from './data-source/actions'
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import { useTranslation } from 'react-i18next'
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import type { Datasource } from '@/app/components/rag-pipeline/components/panel/test-run/types'
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import LeftHeader from './left-header'
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import { usePublishedPipelineInfo, useRunPublishedPipeline } from '@/service/use-pipeline'
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import { useDatasetDetailContextWithSelector } from '@/context/dataset-detail'
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import Loading from '@/app/components/base/loading'
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import type { Node } from '@/app/components/workflow/types'
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import type { DataSourceNodeType } from '@/app/components/workflow/nodes/data-source/types'
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import FilePreview from './preview/file-preview'
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import NotionPagePreview from './preview/notion-page-preview'
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import WebsitePreview from './preview/web-preview'
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import ProcessDocuments from './process-documents'
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import ChunkPreview from './preview/chunk-preview'
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import Processing from './processing'
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import type { InitialDocumentDetail, PublishedPipelineRunPreviewResponse, PublishedPipelineRunResponse } from '@/models/pipeline'
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import { DatasourceType } from '@/models/pipeline'
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import { TransferMethod } from '@/types/app'
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import { useAddDocumentsSteps, useLocalFile, useNotionsPages, useWebsiteCrawl } from './hooks'
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const CreateFormPipeline = () => {
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const { t } = useTranslation()
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const plan = useProviderContextSelector(state => state.plan)
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const enableBilling = useProviderContextSelector(state => state.enableBilling)
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const datasetId = useDatasetDetailContextWithSelector(s => s.dataset?.id)
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const pipelineId = useDatasetDetailContextWithSelector(s => s.dataset?.pipeline_id)
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const indexingType = useDatasetDetailContextWithSelector(s => s.dataset?.indexing_technique)
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const retrievalMethod = useDatasetDetailContextWithSelector(s => s.dataset?.retrieval_model_dict.search_method)
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const [datasource, setDatasource] = useState<Datasource>()
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const [estimateData, setEstimateData] = useState<FileIndexingEstimateResponse | undefined>(undefined)
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const [batchId, setBatchId] = useState('')
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const [documents, setDocuments] = useState<InitialDocumentDetail[]>([])
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const isPreview = useRef(false)
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const formRef = useRef<any>(null)
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const { data: pipelineInfo, isFetching: isFetchingPipelineInfo } = usePublishedPipelineInfo(pipelineId || '')
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const {
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steps,
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currentStep,
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handleNextStep,
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handleBackStep,
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} = useAddDocumentsSteps()
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const {
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fileList,
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previewFile,
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allFileLoaded,
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updateFile,
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updateFileList,
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currentFile,
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updateCurrentFile,
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hideFilePreview,
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} = useLocalFile()
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const {
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notionPages,
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previewNotionPage,
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updateNotionPages,
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currentNotionPage,
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updateCurrentPage,
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hideNotionPagePreview,
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} = useNotionsPages()
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const {
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websitePages,
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websiteCrawlJobId,
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previewWebsitePage,
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setWebsitePages,
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setWebsiteCrawlJobId,
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currentWebsite,
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updateCurrentWebsite,
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hideWebsitePreview,
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} = useWebsiteCrawl()
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const isVectorSpaceFull = plan.usage.vectorSpace >= plan.total.vectorSpace
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const isShowVectorSpaceFull = allFileLoaded && isVectorSpaceFull && enableBilling
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const notSupportBatchUpload = enableBilling && plan.type === 'sandbox'
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const nextBtnDisabled = useMemo(() => {
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if (!datasource) return true
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if (datasource.type === DatasourceType.localFile)
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return isShowVectorSpaceFull || !fileList.length || fileList.some(file => !file.file.id)
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if (datasource.type === DatasourceType.onlineDocument)
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return isShowVectorSpaceFull || !notionPages.length
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if (datasource.type === DatasourceType.websiteCrawl)
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return isShowVectorSpaceFull || !websitePages.length
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return false
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}, [datasource, isShowVectorSpaceFull, fileList, notionPages.length, websitePages.length])
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const { mutateAsync: runPublishedPipeline, isIdle, isPending } = useRunPublishedPipeline()
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const handlePreviewChunks = useCallback(async (data: Record<string, any>) => {
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if (!datasource)
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return
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const datasourceInfoList: Record<string, any>[] = []
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if (datasource.type === DatasourceType.localFile) {
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const { id, name, type, size, extension, mime_type } = previewFile.current as File
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const documentInfo = {
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related_id: id,
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name,
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type,
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size,
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extension,
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mime_type,
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url: '',
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transfer_method: TransferMethod.local_file,
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}
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datasourceInfoList.push(documentInfo)
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}
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if (datasource.type === DatasourceType.onlineDocument) {
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const { workspace_id, ...rest } = previewNotionPage.current
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const documentInfo = {
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workspace_id,
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page: rest,
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}
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datasourceInfoList.push(documentInfo)
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}
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if (datasource.type === DatasourceType.websiteCrawl) {
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const documentInfo = {
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job_id: websiteCrawlJobId,
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result: previewWebsitePage.current,
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}
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datasourceInfoList.push(documentInfo)
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}
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await runPublishedPipeline({
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pipeline_id: pipelineId!,
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inputs: data,
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start_node_id: datasource.nodeId,
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datasource_type: datasource.type,
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datasource_info_list: datasourceInfoList,
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is_preview: true,
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}, {
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onSuccess: (res) => {
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setEstimateData((res as PublishedPipelineRunPreviewResponse).data.outputs)
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},
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})
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}, [datasource, pipelineId, previewFile, previewNotionPage, previewWebsitePage, runPublishedPipeline, websiteCrawlJobId])
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const handleProcess = useCallback(async (data: Record<string, any>) => {
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if (!datasource)
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return
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const datasourceInfoList: Record<string, any>[] = []
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if (datasource.type === DatasourceType.localFile) {
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fileList.forEach((file) => {
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const { id, name, type, size, extension, mime_type } = file.file
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const documentInfo = {
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related_id: id,
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name,
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type,
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size,
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extension,
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mime_type,
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url: '',
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transfer_method: TransferMethod.local_file,
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}
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datasourceInfoList.push(documentInfo)
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})
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}
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if (datasource.type === DatasourceType.onlineDocument) {
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notionPages.forEach((page) => {
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const { workspace_id, ...rest } = page
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const documentInfo = {
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workspace_id,
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page: rest,
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}
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datasourceInfoList.push(documentInfo)
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})
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}
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if (datasource.type === DatasourceType.websiteCrawl) {
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const documentInfo = {
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job_id: websiteCrawlJobId,
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result: websitePages,
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}
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datasourceInfoList.push(documentInfo)
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}
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await runPublishedPipeline({
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pipeline_id: pipelineId!,
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inputs: data,
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start_node_id: datasource.nodeId,
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datasource_type: datasource.type,
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datasource_info_list: datasourceInfoList,
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is_preview: false,
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}, {
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onSuccess: (res) => {
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setBatchId((res as PublishedPipelineRunResponse).batch || '')
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setDocuments((res as PublishedPipelineRunResponse).documents || [])
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handleNextStep()
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},
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})
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}, [datasource, fileList, handleNextStep, notionPages, pipelineId, runPublishedPipeline, websiteCrawlJobId, websitePages])
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const onClickProcess = useCallback(() => {
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isPreview.current = false
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formRef.current?.submit()
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}, [])
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const onClickPreview = useCallback(() => {
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isPreview.current = true
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formRef.current?.submit()
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}, [])
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const handleSubmit = useCallback((data: Record<string, any>) => {
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isPreview.current ? handlePreviewChunks(data) : handleProcess(data)
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}, [handlePreviewChunks, handleProcess])
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const handlePreviewFileChange = useCallback((file: DocumentItem) => {
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previewFile.current = file
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onClickPreview()
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}, [onClickPreview, previewFile])
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const handlePreviewNotionPageChange = useCallback((page: NotionPage) => {
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previewNotionPage.current = page
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onClickPreview()
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}, [onClickPreview, previewNotionPage])
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const handlePreviewWebsiteChange = useCallback((website: CrawlResultItem) => {
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previewWebsitePage.current = website
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onClickPreview()
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}, [onClickPreview, previewWebsitePage])
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if (isFetchingPipelineInfo) {
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return (
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<Loading type='app' />
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)
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}
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return (
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<div
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className='relative flex h-[calc(100vh-56px)] overflow-x-auto rounded-t-2xl border-t border-effects-highlight bg-background-default-subtle'
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>
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<div className='flex h-full min-w-[760px] flex-1 flex-col px-14'>
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<LeftHeader
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steps={steps}
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title={t('datasetPipeline.addDocuments.title')}
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currentStep={currentStep}
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/>
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<div className='grow overflow-y-auto'>
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{
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currentStep === 1 && (
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<div className='flex flex-col gap-y-5 pt-4'>
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<DataSourceOptions
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datasourceNodeId={datasource?.nodeId || ''}
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onSelect={setDatasource}
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pipelineNodes={(pipelineInfo?.graph.nodes || []) as Node<DataSourceNodeType>[]}
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/>
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{datasource?.type === DatasourceType.localFile && (
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<LocalFile
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files={fileList}
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allowedExtensions={datasource?.fileExtensions || []}
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updateFile={updateFile}
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updateFileList={updateFileList}
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onPreview={updateCurrentFile}
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notSupportBatchUpload={notSupportBatchUpload}
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/>
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)}
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{datasource?.type === DatasourceType.onlineDocument && (
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<Notion
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nodeId={datasource?.nodeId || ''}
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headerInfo={{
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title: datasource.description,
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docTitle: datasource.docTitle || '',
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docLink: datasource.docLink || '',
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}}
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notionPages={notionPages}
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updateNotionPages={updateNotionPages}
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canPreview
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onPreview={updateCurrentPage}
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/>
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)}
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{datasource?.type === DatasourceType.websiteCrawl && (
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<WebsiteCrawl
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2025-05-22 14:49:40 +08:00
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nodeId={datasource?.nodeId || ''}
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2025-05-27 11:01:38 +08:00
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headerInfo={{
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title: datasource.description,
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docTitle: datasource.docTitle || '',
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docLink: datasource.docLink || '',
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}}
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2025-05-22 14:49:40 +08:00
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checkedCrawlResult={websitePages}
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onCheckedCrawlResultChange={setWebsitePages}
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onJobIdChange={setWebsiteCrawlJobId}
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onPreview={updateCurrentWebsite}
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/>
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)}
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{isShowVectorSpaceFull && (
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<VectorSpaceFull />
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)}
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2025-05-21 16:37:02 +08:00
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<Actions disabled={nextBtnDisabled} handleNextStep={handleNextStep} />
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2025-05-22 14:49:40 +08:00
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</div>
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2025-05-21 16:37:02 +08:00
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)
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}
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{
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currentStep === 2 && (
|
2025-05-22 17:39:39 +08:00
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<ProcessDocuments
|
2025-05-23 10:29:59 +08:00
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ref={formRef}
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2025-05-21 16:37:02 +08:00
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dataSourceNodeId={datasource?.nodeId || ''}
|
2025-05-23 10:29:59 +08:00
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onProcess={onClickProcess}
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onPreview={onClickPreview}
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onSubmit={handleSubmit}
|
2025-05-21 16:37:02 +08:00
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onBack={handleBackStep}
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/>
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)
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}
|
2025-05-22 23:05:58 +08:00
|
|
|
{
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|
|
|
currentStep === 3 && (
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|
|
<Processing
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|
datasetId={datasetId!}
|
2025-06-03 17:42:40 +08:00
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batchId={batchId}
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documents={documents}
|
2025-05-22 23:05:58 +08:00
|
|
|
indexingType={indexingType!}
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|
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|
retrievalMethod={retrievalMethod!}
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|
|
|
/>
|
|
|
|
)
|
|
|
|
}
|
2025-05-21 16:37:02 +08:00
|
|
|
</div>
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|
|
|
</div>
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|
|
|
{/* Preview */}
|
2025-05-22 23:05:58 +08:00
|
|
|
{
|
|
|
|
currentStep === 1 && (
|
2025-05-27 11:01:38 +08:00
|
|
|
<div className='flex h-full w-[752px] shrink-0 pl-2 pt-2'>
|
2025-05-22 23:05:58 +08:00
|
|
|
{currentFile && <FilePreview file={currentFile} hidePreview={hideFilePreview} />}
|
|
|
|
{currentNotionPage && <NotionPagePreview currentPage={currentNotionPage} hidePreview={hideNotionPagePreview} />}
|
|
|
|
{currentWebsite && <WebsitePreview payload={currentWebsite} hidePreview={hideWebsitePreview} />}
|
|
|
|
</div>
|
|
|
|
)
|
|
|
|
}
|
|
|
|
{
|
|
|
|
currentStep === 2 && (
|
2025-05-27 11:01:38 +08:00
|
|
|
<div className='flex h-full w-[752px] shrink-0 pl-2 pt-2'>
|
|
|
|
{estimateData && (
|
|
|
|
<ChunkPreview
|
|
|
|
datasource={datasource!}
|
|
|
|
files={fileList.map(file => file.file)}
|
|
|
|
notionPages={notionPages}
|
|
|
|
websitePages={websitePages}
|
2025-06-03 10:14:48 +08:00
|
|
|
isIdle={isIdle && isPreview.current}
|
|
|
|
isPending={isPending && isPreview.current}
|
2025-05-27 11:01:38 +08:00
|
|
|
estimateData={estimateData}
|
|
|
|
onPreview={onClickPreview}
|
2025-05-28 13:44:37 +08:00
|
|
|
handlePreviewFileChange={handlePreviewFileChange}
|
|
|
|
handlePreviewNotionPageChange={handlePreviewNotionPageChange}
|
|
|
|
handlePreviewWebsitePageChange={handlePreviewWebsiteChange}
|
2025-05-27 11:01:38 +08:00
|
|
|
/>
|
|
|
|
)}
|
|
|
|
</div>
|
2025-05-22 23:05:58 +08:00
|
|
|
)
|
|
|
|
}
|
2025-05-21 16:37:02 +08:00
|
|
|
</div>
|
|
|
|
)
|
|
|
|
}
|
|
|
|
|
2025-05-29 14:06:12 +08:00
|
|
|
export default CreateFormPipeline
|