dify/web/app/components/datasets/documents/create-from-pipeline/processing/embedding-process/index.tsx

257 lines
10 KiB
TypeScript

import type { IndexingType } from '@/app/components/datasets/create/step-two'
import type { IndexingStatusResponse } from '@/models/datasets'
import type { InitialDocumentDetail } from '@/models/pipeline'
import type { RETRIEVE_METHOD } from '@/types/app'
import {
RiAedFill,
RiArrowRightLine,
RiCheckboxCircleFill,
RiErrorWarningFill,
RiLoader2Fill,
RiTerminalBoxLine,
} from '@remixicon/react'
import Link from 'next/link'
import { useRouter } from 'next/navigation'
import * as React from 'react'
import { useEffect, useMemo, useState } from 'react'
import { useTranslation } from 'react-i18next'
import Button from '@/app/components/base/button'
import Divider from '@/app/components/base/divider'
import NotionIcon from '@/app/components/base/notion-icon'
import Tooltip from '@/app/components/base/tooltip'
import PriorityLabel from '@/app/components/billing/priority-label'
import { Plan } from '@/app/components/billing/type'
import UpgradeBtn from '@/app/components/billing/upgrade-btn'
import DocumentFileIcon from '@/app/components/datasets/common/document-file-icon'
import { useProviderContext } from '@/context/provider-context'
import { useDatasetApiAccessUrl } from '@/hooks/use-api-access-url'
import { DatasourceType } from '@/models/pipeline'
import { useIndexingStatusBatch, useProcessRule } from '@/service/knowledge/use-dataset'
import { useInvalidDocumentList } from '@/service/knowledge/use-document'
import { cn } from '@/utils/classnames'
import RuleDetail from './rule-detail'
type EmbeddingProcessProps = {
datasetId: string
batchId: string
documents?: InitialDocumentDetail[]
indexingType?: IndexingType
retrievalMethod?: RETRIEVE_METHOD
}
const EmbeddingProcess = ({
datasetId,
batchId,
documents = [],
indexingType,
retrievalMethod,
}: EmbeddingProcessProps) => {
const { t } = useTranslation()
const router = useRouter()
const { enableBilling, plan } = useProviderContext()
const [indexingStatusBatchDetail, setIndexingStatusDetail] = useState<IndexingStatusResponse[]>([])
const [shouldPoll, setShouldPoll] = useState(true)
const { mutateAsync: fetchIndexingStatus } = useIndexingStatusBatch({ datasetId, batchId })
useEffect(() => {
let timeoutId: ReturnType<typeof setTimeout>
const fetchData = async () => {
await fetchIndexingStatus(undefined, {
onSuccess: (res) => {
const indexingStatusDetailList = res.data
setIndexingStatusDetail(indexingStatusDetailList)
const isCompleted = indexingStatusDetailList.every(indexingStatusDetail => ['completed', 'error', 'paused'].includes(indexingStatusDetail.indexing_status))
if (isCompleted)
setShouldPoll(false)
},
onSettled: () => {
if (shouldPoll)
timeoutId = setTimeout(fetchData, 2500)
},
})
}
fetchData()
return () => {
clearTimeout(timeoutId)
}
}, [shouldPoll])
// get rule
const firstDocument = documents[0]
const { data: ruleDetail } = useProcessRule(firstDocument.id)
const invalidDocumentList = useInvalidDocumentList()
const navToDocumentList = () => {
invalidDocumentList()
router.push(`/datasets/${datasetId}/documents`)
}
const apiReferenceUrl = useDatasetApiAccessUrl()
const isEmbeddingWaiting = useMemo(() => {
if (!indexingStatusBatchDetail.length)
return false
return indexingStatusBatchDetail.every(indexingStatusDetail => ['waiting'].includes(indexingStatusDetail?.indexing_status || ''))
}, [indexingStatusBatchDetail])
const isEmbedding = useMemo(() => {
if (!indexingStatusBatchDetail.length)
return false
return indexingStatusBatchDetail.some(indexingStatusDetail => ['indexing', 'splitting', 'parsing', 'cleaning'].includes(indexingStatusDetail?.indexing_status || ''))
}, [indexingStatusBatchDetail])
const isEmbeddingCompleted = useMemo(() => {
if (!indexingStatusBatchDetail.length)
return false
return indexingStatusBatchDetail.every(indexingStatusDetail => ['completed', 'error', 'paused'].includes(indexingStatusDetail?.indexing_status || ''))
}, [indexingStatusBatchDetail])
const getSourceName = (id: string) => {
const doc = documents.find(document => document.id === id)
return doc?.name
}
const getFileType = (name?: string) => name?.split('.').pop() || 'txt'
const getSourcePercent = (detail: IndexingStatusResponse) => {
const completedCount = detail.completed_segments || 0
const totalCount = detail.total_segments || 0
if (totalCount === 0)
return 0
const percent = Math.round(completedCount * 100 / totalCount)
return percent > 100 ? 100 : percent
}
const getSourceType = (id: string) => {
const doc = documents.find(document => document.id === id)
return doc?.data_source_type
}
const getIcon = (id: string) => {
const doc = documents.find(document => document.id === id)
return doc?.data_source_info.notion_page_icon
}
const isSourceEmbedding = (detail: IndexingStatusResponse) =>
['indexing', 'splitting', 'parsing', 'cleaning', 'waiting'].includes(detail.indexing_status || '')
return (
<>
<div className="flex flex-col gap-y-3">
<div className="system-md-semibold-uppercase flex items-center gap-x-1 text-text-secondary">
{(isEmbeddingWaiting || isEmbedding) && (
<>
<RiLoader2Fill className="size-4 animate-spin" />
<span>
{isEmbeddingWaiting ? t('embedding.waiting', { ns: 'datasetDocuments' }) : t('embedding.processing', { ns: 'datasetDocuments' })}
</span>
</>
)}
{isEmbeddingCompleted && t('embedding.completed', { ns: 'datasetDocuments' })}
</div>
{
enableBilling && plan.type !== Plan.team && (
<div className="flex h-[52px] items-center gap-x-2 rounded-xl border-[0.5px] border-components-panel-border-subtle bg-components-panel-on-panel-item-bg p-2.5 pl-3 shadow-xs shadow-shadow-shadow-3">
<div className="flex shrink-0 items-center justify-center rounded-lg border-[0.5px] border-divider-subtle bg-util-colors-blue-brand-blue-brand-500 shadow-md shadow-shadow-shadow-5">
<RiAedFill className="size-4 text-text-primary-on-surface" />
</div>
<div className="system-md-medium grow text-text-primary">
{t('plansCommon.documentProcessingPriorityUpgrade', { ns: 'billing' })}
</div>
<UpgradeBtn loc="knowledge-speed-up" />
</div>
)
}
<div className="flex flex-col gap-0.5 pb-2">
{indexingStatusBatchDetail.map(indexingStatusDetail => (
<div
key={indexingStatusDetail.id}
className={cn(
'relative h-[26px] overflow-hidden rounded-md bg-components-progress-bar-bg',
indexingStatusDetail.indexing_status === 'error' && 'bg-state-destructive-hover-alt',
)}
>
{isSourceEmbedding(indexingStatusDetail) && (
<div
className="absolute left-0 top-0 h-full min-w-0.5 border-r-[2px] border-r-components-progress-bar-progress-highlight bg-components-progress-bar-progress"
style={{ width: `${getSourcePercent(indexingStatusDetail)}%` }}
/>
)}
<div className="z-[1] flex h-full items-center gap-1 pl-[6px] pr-2">
{getSourceType(indexingStatusDetail.id) === DatasourceType.localFile && (
<DocumentFileIcon
size="sm"
className="shrink-0"
name={getSourceName(indexingStatusDetail.id)}
extension={getFileType(getSourceName(indexingStatusDetail.id))}
/>
)}
{getSourceType(indexingStatusDetail.id) === DatasourceType.onlineDocument && (
<NotionIcon
className="shrink-0"
type="page"
src={getIcon(indexingStatusDetail.id)}
/>
)}
<div className="flex w-0 grow items-center gap-1" title={getSourceName(indexingStatusDetail.id)}>
<div className="system-xs-medium truncate text-text-secondary">
{getSourceName(indexingStatusDetail.id)}
</div>
{
enableBilling && (
<PriorityLabel className="ml-0" />
)
}
</div>
{isSourceEmbedding(indexingStatusDetail) && (
<div className="shrink-0 text-xs text-text-secondary">{`${getSourcePercent(indexingStatusDetail)}%`}</div>
)}
{indexingStatusDetail.indexing_status === 'error' && (
<Tooltip
popupClassName="px-4 py-[14px] max-w-60 body-xs-regular text-text-secondary border-[0.5px] border-components-panel-border rounded-xl"
offset={4}
popupContent={indexingStatusDetail.error}
>
<span>
<RiErrorWarningFill className="size-4 shrink-0 text-text-destructive" />
</span>
</Tooltip>
)}
{indexingStatusDetail.indexing_status === 'completed' && (
<RiCheckboxCircleFill className="size-4 shrink-0 text-text-success" />
)}
</div>
</div>
))}
</div>
<Divider type="horizontal" className="my-0 bg-divider-subtle" />
<RuleDetail
sourceData={ruleDetail}
indexingType={indexingType}
retrievalMethod={retrievalMethod}
/>
</div>
<div className="mt-6 flex items-center gap-x-2 py-2">
<Link
href={apiReferenceUrl}
target="_blank"
rel="noopener noreferrer"
>
<Button
className="w-fit gap-x-0.5 px-3"
>
<RiTerminalBoxLine className="size-4" />
<span className="px-0.5">Access the API</span>
</Button>
</Link>
<Button
className="w-fit gap-x-0.5 px-3"
variant="primary"
onClick={navToDocumentList}
>
<span className="px-0.5">{t('stepThree.navTo', { ns: 'datasetCreation' })}</span>
<RiArrowRightLine className="size-4 stroke-current stroke-1" />
</Button>
</div>
</>
)
}
export default EmbeddingProcess