Initial commit
This commit is contained in:
491
web/app/components/datasets/create/step-two/index.tsx
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491
web/app/components/datasets/create/step-two/index.tsx
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'use client'
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import React, { useState, useRef, useEffect, useLayoutEffect } from 'react'
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import { useTranslation } from 'react-i18next'
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import { useBoolean } from 'ahooks'
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import type { File, PreProcessingRule, Rules, FileIndexingEstimateResponse as IndexingEstimateResponse } from '@/models/datasets'
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import {
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fetchDefaultProcessRule,
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createFirstDocument,
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createDocument,
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fetchFileIndexingEstimate as didFetchFileIndexingEstimate,
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} from '@/service/datasets'
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import type { CreateDocumentReq, createDocumentResponse } from '@/models/datasets'
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import Button from '@/app/components/base/button'
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import PreviewItem from './preview-item'
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import Loading from '@/app/components/base/loading'
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import { XMarkIcon } from '@heroicons/react/20/solid'
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import cn from 'classnames'
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import s from './index.module.css'
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import Link from 'next/link'
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import Toast from '@/app/components/base/toast'
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import { formatNumber } from '@/utils/format'
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type StepTwoProps = {
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hasSetAPIKEY: boolean,
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onSetting: () => void,
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datasetId?: string,
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indexingType?: string,
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file?: File,
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onStepChange: (delta: number) => void,
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updateIndexingTypeCache: (type: string) => void,
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updateResultCache: (res: createDocumentResponse) => void
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}
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enum SegmentType {
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AUTO = 'automatic',
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CUSTOM = 'custom',
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}
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enum IndexingType {
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QUALIFIED = 'high_quality',
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ECONOMICAL = 'economy',
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}
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const StepTwo = ({
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hasSetAPIKEY,
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onSetting,
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datasetId,
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indexingType,
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file,
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onStepChange,
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updateIndexingTypeCache,
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updateResultCache,
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}: StepTwoProps) => {
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const { t } = useTranslation()
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const scrollRef = useRef<HTMLDivElement>(null)
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const [scrolled, setScrolled] = useState(false)
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const previewScrollRef = useRef<HTMLDivElement>(null)
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const [previewScrolled, setPreviewScrolled] = useState(false)
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const [segmentationType, setSegmentationType] = useState<SegmentType>(SegmentType.AUTO)
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const [segmentIdentifier, setSegmentIdentifier] = useState('\\n')
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const [max, setMax] = useState(1000)
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const [rules, setRules] = useState<PreProcessingRule[]>([])
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const [defaultConfig, setDefaultConfig] = useState<Rules>()
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const hasSetIndexType = !!indexingType
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const [indexType, setIndexType] = useState<IndexingType>(
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indexingType ||
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hasSetAPIKEY ? IndexingType.QUALIFIED : IndexingType.ECONOMICAL
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)
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const [showPreview, { setTrue: setShowPreview, setFalse: hidePreview }] = useBoolean()
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const [customFileIndexingEstimate, setCustomFileIndexingEstimate] = useState<IndexingEstimateResponse | null>(null)
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const [automaticFileIndexingEstimate, setAutomaticFileIndexingEstimate] = useState<IndexingEstimateResponse | null>(null)
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const fileIndexingEstimate = (() => {
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return segmentationType === SegmentType.AUTO ? automaticFileIndexingEstimate : customFileIndexingEstimate
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})()
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const scrollHandle = (e: any) => {
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if (e.target.scrollTop > 0) {
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setScrolled(true)
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} else {
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setScrolled(false)
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}
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}
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const previewScrollHandle = (e: any) => {
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if (e.target.scrollTop > 0) {
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setPreviewScrolled(true)
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} else {
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setPreviewScrolled(false)
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}
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}
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const getFileName = (name: string) => {
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const arr = name.split('.')
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return arr.slice(0, -1).join('.')
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}
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const getRuleName = (key: string) => {
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if (key === 'remove_extra_spaces') {
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return t('datasetCreation.stepTwo.removeExtraSpaces')
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}
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if (key === 'remove_urls_emails') {
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return t('datasetCreation.stepTwo.removeUrlEmails')
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}
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if (key === 'remove_stopwords') {
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return t('datasetCreation.stepTwo.removeStopwords')
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}
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}
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const ruleChangeHandle = (id: string) => {
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const newRules = rules.map(rule => {
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if (rule.id === id) {
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return {
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id: rule.id,
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enabled: !rule.enabled,
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}
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}
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return rule
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})
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setRules(newRules)
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}
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const resetRules = () => {
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if (defaultConfig) {
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setSegmentIdentifier(defaultConfig.segmentation.separator === '\n' ? '\\n' : defaultConfig.segmentation.separator || '\\n')
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setMax(defaultConfig.segmentation.max_tokens)
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setRules(defaultConfig.pre_processing_rules)
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}
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}
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const confirmChangeCustomConfig = async () => {
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setCustomFileIndexingEstimate(null)
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setShowPreview()
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await fetchFileIndexingEstimate()
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}
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const getIndexing_technique = () => indexingType ? indexingType : indexType
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const getProcessRule = () => {
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const processRule: any = {
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rules: {}, // api will check this. It will be removed after api refactored.
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mode: segmentationType,
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}
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if (segmentationType === SegmentType.CUSTOM) {
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const ruleObj = {
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pre_processing_rules: rules,
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segmentation: {
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separator: segmentIdentifier === '\\n' ? '\n' : segmentIdentifier,
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max_tokens: max,
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},
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}
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processRule.rules = ruleObj
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}
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return processRule
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}
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const getFileIndexingEstimateParams = () => {
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const params = {
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file_id: file?.id,
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dataset_id: datasetId,
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indexing_technique: getIndexing_technique(),
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process_rule: getProcessRule(),
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}
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return params
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}
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const fetchFileIndexingEstimate = async () => {
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const res = await didFetchFileIndexingEstimate(getFileIndexingEstimateParams())
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if (segmentationType === SegmentType.CUSTOM) {
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setCustomFileIndexingEstimate(res)
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}
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else {
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setAutomaticFileIndexingEstimate(res)
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}
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}
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const getCreationParams = () => {
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const params = {
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data_source: {
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type: 'upload_file',
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info: file?.id,
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name: file?.name,
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},
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indexing_technique: getIndexing_technique(),
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process_rule: getProcessRule(),
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} as CreateDocumentReq
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return params
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}
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const getRules = async () => {
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try {
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const res = await fetchDefaultProcessRule({ url: '/datasets/process-rule' })
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const separator = res.rules.segmentation.separator
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setSegmentIdentifier(separator === '\n' ? '\\n' : separator || '\\n')
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setMax(res.rules.segmentation.max_tokens)
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setRules(res.rules.pre_processing_rules)
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setDefaultConfig(res.rules)
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}
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catch (err) {
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console.log(err)
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}
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}
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const createHandle = async () => {
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try {
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let res;
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const params = getCreationParams()
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if (!datasetId) {
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res = await createFirstDocument({
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body: params
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})
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updateIndexingTypeCache(indexType)
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updateResultCache(res)
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} else {
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res = await createDocument({
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datasetId,
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body: params
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})
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updateIndexingTypeCache(indexType)
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updateResultCache({
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document: res,
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})
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}
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onStepChange(+1)
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}
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catch (err) {
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Toast.notify({
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type: 'error',
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message: err + '',
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})
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}
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}
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useEffect(() => {
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// fetch rules
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getRules()
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}, [])
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useEffect(() => {
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scrollRef.current?.addEventListener('scroll', scrollHandle);
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return () => {
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scrollRef.current?.removeEventListener('scroll', scrollHandle);
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}
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}, [])
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useLayoutEffect(() => {
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if (showPreview) {
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previewScrollRef.current?.addEventListener('scroll', previewScrollHandle);
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return () => {
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previewScrollRef.current?.removeEventListener('scroll', previewScrollHandle);
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}
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}
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}, [showPreview])
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useEffect(() => {
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// get indexing type by props
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if (indexingType) {
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setIndexType(indexingType as IndexingType)
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} else {
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setIndexType(hasSetAPIKEY ? IndexingType.QUALIFIED : IndexingType.ECONOMICAL)
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}
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}, [hasSetAPIKEY, indexingType, datasetId])
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useEffect(() => {
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if (segmentationType === SegmentType.AUTO) {
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setAutomaticFileIndexingEstimate(null)
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setShowPreview()
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fetchFileIndexingEstimate()
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} else {
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hidePreview()
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setCustomFileIndexingEstimate(null)
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}
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}, [segmentationType, indexType])
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return (
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<div className='flex w-full h-full'>
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<div ref={scrollRef} className='relative h-full w-full overflow-y-scroll'>
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<div className={cn(s.pageHeader, scrolled && s.fixed)}>{t('datasetCreation.steps.two')}</div>
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<div className={cn(s.form)}>
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<div className={s.label}>{t('datasetCreation.stepTwo.segmentation')}</div>
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<div className='max-w-[640px]'>
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<div
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className={cn(
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s.radioItem,
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s.segmentationItem,
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segmentationType === SegmentType.AUTO && s.active
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)}
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onClick={() => setSegmentationType(SegmentType.AUTO)}
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>
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<span className={cn(s.typeIcon, s.auto)} />
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<span className={cn(s.radio)} />
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<div className={s.typeHeader}>
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<div className={s.title}>{t('datasetCreation.stepTwo.auto')}</div>
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<div className={s.tip}>{t('datasetCreation.stepTwo.autoDescription')}</div>
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</div>
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</div>
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<div
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className={cn(
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s.radioItem,
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s.segmentationItem,
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segmentationType === SegmentType.CUSTOM && s.active,
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segmentationType === SegmentType.CUSTOM && s.custom,
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)}
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onClick={() => setSegmentationType(SegmentType.CUSTOM)}
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>
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<span className={cn(s.typeIcon, s.customize)} />
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<span className={cn(s.radio)} />
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<div className={s.typeHeader}>
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<div className={s.title}>{t('datasetCreation.stepTwo.custom')}</div>
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<div className={s.tip}>{t('datasetCreation.stepTwo.customDescription')}</div>
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</div>
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{segmentationType === SegmentType.CUSTOM && (
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<div className={s.typeFormBody}>
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<div className={s.formRow}>
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<div className='w-full'>
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<div className={s.label}>{t('datasetCreation.stepTwo.separator')}</div>
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<input
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type="text"
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className={s.input}
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placeholder={t('datasetCreation.stepTwo.separatorPlaceholder') || ''} value={segmentIdentifier}
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onChange={(e) => setSegmentIdentifier(e.target.value)}
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/>
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</div>
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</div>
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<div className={s.formRow}>
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<div className='w-full'>
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<div className={s.label}>{t('datasetCreation.stepTwo.maxLength')}</div>
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<input
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type="number"
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className={s.input}
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placeholder={t('datasetCreation.stepTwo.separatorPlaceholder') || ''} value={max}
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onChange={(e) => setMax(Number(e.target.value))}
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/>
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</div>
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</div>
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<div className={s.formRow}>
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<div className='w-full'>
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<div className={s.label}>{t('datasetCreation.stepTwo.rules')}</div>
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{rules.map(rule => (
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<div key={rule.id} className={s.ruleItem}>
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<input id={rule.id} type="checkbox" defaultChecked={rule.enabled} onChange={() => ruleChangeHandle(rule.id)} className="w-4 h-4 rounded border-gray-300 text-blue-700 focus:ring-blue-700" />
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<label htmlFor={rule.id} className="ml-2 text-sm font-normal cursor-pointer text-gray-800">{getRuleName(rule.id)}</label>
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</div>
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))}
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</div>
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</div>
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<div className={s.formFooter}>
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<Button type="primary" className={cn(s.button, '!h-8 text-primary-600')} onClick={confirmChangeCustomConfig}>{t('datasetCreation.stepTwo.preview')}</Button>
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<Button className={cn(s.button, 'ml-2 !h-8')} onClick={resetRules}>{t('datasetCreation.stepTwo.reset')}</Button>
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</div>
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</div>
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)}
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</div>
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</div>
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<div className={s.label}>{t('datasetCreation.stepTwo.indexMode')}</div>
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<div className='max-w-[640px]'>
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<div className='flex items-center gap-3'>
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{(!hasSetIndexType || (hasSetIndexType && indexingType === IndexingType.QUALIFIED)) && (
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<div
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className={cn(
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s.radioItem,
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s.indexItem,
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!hasSetAPIKEY && s.disabled,
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!hasSetIndexType && indexType === IndexingType.QUALIFIED && s.active,
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hasSetIndexType && s.disabled,
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hasSetIndexType && '!w-full',
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)}
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onClick={() => {
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if (hasSetAPIKEY) {
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setIndexType(IndexingType.QUALIFIED)
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}
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}}
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>
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<span className={cn(s.typeIcon, s.qualified)} />
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{!hasSetIndexType && <span className={cn(s.radio)} />}
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<div className={s.typeHeader}>
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<div className={s.title}>
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{t('datasetCreation.stepTwo.qualified')}
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{!hasSetIndexType && <span className={s.recommendTag}>{t('datasetCreation.stepTwo.recommend')}</span>}
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</div>
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<div className={s.tip}>{t('datasetCreation.stepTwo.qualifiedTip')}</div>
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<div className='pb-0.5 text-xs font-medium text-gray-500'>{t('datasetCreation.stepTwo.emstimateCost')}</div>
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{
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!!fileIndexingEstimate ? (
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<div className='text-xs font-medium text-gray-800'>{formatNumber(fileIndexingEstimate.tokens)} tokens(<span className='text-yellow-500'>${formatNumber(fileIndexingEstimate.total_price)}</span>)</div>
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) : (
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<div className={s.calculating}>{t('datasetCreation.stepTwo.calculating')}</div>
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)
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}
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</div>
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{!hasSetAPIKEY && (
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<div className={s.warningTip}>
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<span>{t('datasetCreation.stepTwo.warning')} </span>
|
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<span className={s.click} onClick={onSetting}>{t('datasetCreation.stepTwo.click')}</span>
|
||||
</div>
|
||||
)}
|
||||
</div>
|
||||
)}
|
||||
|
||||
|
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{(!hasSetIndexType || (hasSetIndexType && indexingType === IndexingType.ECONOMICAL)) && (
|
||||
<div
|
||||
className={cn(
|
||||
s.radioItem,
|
||||
s.indexItem,
|
||||
!hasSetIndexType && indexType === IndexingType.ECONOMICAL && s.active,
|
||||
hasSetIndexType && s.disabled,
|
||||
hasSetIndexType && '!w-full',
|
||||
)}
|
||||
onClick={() => !hasSetIndexType && setIndexType(IndexingType.ECONOMICAL)}
|
||||
>
|
||||
<span className={cn(s.typeIcon, s.economical)} />
|
||||
{!hasSetIndexType && <span className={cn(s.radio)} />}
|
||||
<div className={s.typeHeader}>
|
||||
<div className={s.title}>{t('datasetCreation.stepTwo.economical')}</div>
|
||||
<div className={s.tip}>{t('datasetCreation.stepTwo.economicalTip')}</div>
|
||||
<div className='pb-0.5 text-xs font-medium text-gray-500'>{t('datasetCreation.stepTwo.emstimateCost')}</div>
|
||||
<div className='text-xs font-medium text-gray-800'>0 tokens</div>
|
||||
</div>
|
||||
</div>
|
||||
)}
|
||||
</div>
|
||||
{hasSetIndexType && (
|
||||
<div className='mt-2 text-xs text-gray-500 font-medium'>
|
||||
{t('datasetCreation.stepTwo.indexSettedTip')}
|
||||
<Link className='text-[#155EEF]' href={`/datasets/${datasetId}/settings`}>{t('datasetCreation.stepTwo.datasetSettingLink')}</Link>
|
||||
</div>
|
||||
)}
|
||||
<div className={s.file}>
|
||||
<div className={s.fileContent}>
|
||||
<div className='mb-2 text-xs font-medium text-gray-500'>{t('datasetCreation.stepTwo.fileName')}</div>
|
||||
<div className='flex items-center text-sm leading-6 font-medium text-gray-800'>
|
||||
<span className={cn(s.fileIcon, file && s[file.extension])} />
|
||||
{getFileName(file?.name || '')}
|
||||
</div>
|
||||
</div>
|
||||
<div className={s.divider} />
|
||||
<div className={s.fileContent}>
|
||||
<div className='mb-2 text-xs font-medium text-gray-500'>{t('datasetCreation.stepTwo.emstimateSegment')}</div>
|
||||
<div className='flex items-center text-sm leading-6 font-medium text-gray-800'>
|
||||
{
|
||||
!!fileIndexingEstimate ? (
|
||||
<div className='text-xs font-medium text-gray-800'>{formatNumber(fileIndexingEstimate.total_segments)} </div>
|
||||
) : (
|
||||
<div className={s.calculating}>{t('datasetCreation.stepTwo.calculating')}</div>
|
||||
)
|
||||
}
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
<div className='flex items-center mt-8 py-2'>
|
||||
<Button onClick={() => onStepChange(-1)}>{t('datasetCreation.stepTwo.lastStep')}</Button>
|
||||
<div className={s.divider} />
|
||||
<Button type='primary' onClick={createHandle}>{t('datasetCreation.stepTwo.nextStep')}</Button>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
{(showPreview) ? (
|
||||
<div ref={previewScrollRef} className={cn(s.previewWrap, 'relativeh-full overflow-y-scroll border-l border-[#F2F4F7]')}>
|
||||
<div className={cn(s.previewHeader, previewScrolled && `${s.fixed} pb-3`, ' flex items-center justify-between px-8')}>
|
||||
<span>{t('datasetCreation.stepTwo.previewTitle')}</span>
|
||||
<div className='flex items-center justify-center w-6 h-6 cursor-pointer' onClick={hidePreview}>
|
||||
<XMarkIcon className='h-4 w-4'></XMarkIcon>
|
||||
</div>
|
||||
</div>
|
||||
<div className='my-4 px-8 space-y-4'>
|
||||
{fileIndexingEstimate?.preview ? (
|
||||
<>
|
||||
{fileIndexingEstimate?.preview.map((item, index) => (
|
||||
<PreviewItem key={item} content={item} index={index + 1} />
|
||||
))}
|
||||
</>
|
||||
) : <div className='flex items-center justify-center h-[200px]'><Loading type='area'></Loading></div>
|
||||
}
|
||||
</div>
|
||||
</div>
|
||||
) :
|
||||
(<div className={cn(s.sideTip)}>
|
||||
<div className={s.tipCard}>
|
||||
<span className={s.icon} />
|
||||
<div className={s.title}>{t('datasetCreation.stepTwo.sideTipTitle')}</div>
|
||||
<div className={s.content}>
|
||||
<p className='mb-3'>{t('datasetCreation.stepTwo.sideTipP1')}</p>
|
||||
<p className='mb-3'>{t('datasetCreation.stepTwo.sideTipP2')}</p>
|
||||
<p className='mb-3'>{t('datasetCreation.stepTwo.sideTipP3')}</p>
|
||||
<p>{t('datasetCreation.stepTwo.sideTipP4')}</p>
|
||||
</div>
|
||||
</div>
|
||||
</div>)}
|
||||
</div>
|
||||
)
|
||||
}
|
||||
|
||||
export default StepTwo
|
Reference in New Issue
Block a user