Flowise/packages/components/nodes/documentloaders/Playwright/Playwright.ts

213 lines
8.3 KiB
TypeScript

import { INode, INodeData, INodeParams } from '../../../src/Interface'
import { TextSplitter } from 'langchain/text_splitter'
import { Browser, Page, PlaywrightWebBaseLoader, PlaywrightWebBaseLoaderOptions } from 'langchain/document_loaders/web/playwright'
import { test } from 'linkifyjs'
import { webCrawl, xmlScrape } from '../../../src'
class Playwright_DocumentLoaders implements INode {
label: string
name: string
version: number
description: string
type: string
icon: string
category: string
baseClasses: string[]
inputs: INodeParams[]
constructor() {
this.label = 'Playwright Web Scraper'
this.name = 'playwrightWebScraper'
this.version = 1.0
this.type = 'Document'
this.icon = 'playwright.svg'
this.category = 'Document Loaders'
this.description = `Load data from webpages`
this.baseClasses = [this.type]
this.inputs = [
{
label: 'URL',
name: 'url',
type: 'string'
},
{
label: 'Text Splitter',
name: 'textSplitter',
type: 'TextSplitter',
optional: true
},
{
label: 'Get Relative Links Method',
name: 'relativeLinksMethod',
type: 'options',
description: 'Select a method to retrieve relative links',
options: [
{
label: 'Web Crawl',
name: 'webCrawl',
description: 'Crawl relative links from HTML URL'
},
{
label: 'Scrape XML Sitemap',
name: 'scrapeXMLSitemap',
description: 'Scrape relative links from XML sitemap URL'
}
],
optional: true,
additionalParams: true
},
{
label: 'Get Relative Links Limit',
name: 'limit',
type: 'number',
optional: true,
additionalParams: true,
description:
'Only used when "Get Relative Links Method" is selected. Set 0 to retrieve all relative links, default limit is 10.',
warning: `Retrieving all links might take long time, and all links will be upserted again if the flow's state changed (eg: different URL, chunk size, etc)`
},
{
label: 'Wait Until',
name: 'waitUntilGoToOption',
type: 'options',
description: 'Select a go to wait until option',
options: [
{
label: 'Load',
name: 'load',
description: 'Consider operation to be finished when the load event is fired.'
},
{
label: 'DOM Content Loaded',
name: 'domcontentloaded',
description: 'Consider operation to be finished when the DOMContentLoaded event is fired.'
},
{
label: 'Network Idle',
name: 'networkidle',
description: 'Navigation is finished when there are no more connections for at least 500 ms.'
},
{
label: 'Commit',
name: 'commit',
description: 'Consider operation to be finished when network response is received and the document started loading.'
}
],
optional: true,
additionalParams: true
},
{
label: 'Wait for selector to load',
name: 'waitForSelector',
type: 'string',
optional: true,
additionalParams: true,
description: 'CSS selectors like .div or #div'
},
{
label: 'Metadata',
name: 'metadata',
type: 'json',
optional: true,
additionalParams: true
}
]
}
async init(nodeData: INodeData): Promise<any> {
const textSplitter = nodeData.inputs?.textSplitter as TextSplitter
const metadata = nodeData.inputs?.metadata
const relativeLinksMethod = nodeData.inputs?.relativeLinksMethod as string
const selectedLinks = nodeData.inputs?.selectedLinks as string[]
let limit = parseInt(nodeData.inputs?.limit as string)
let waitUntilGoToOption = nodeData.inputs?.waitUntilGoToOption as 'load' | 'domcontentloaded' | 'networkidle' | 'commit' | undefined
let waitForSelector = nodeData.inputs?.waitForSelector as string
let url = nodeData.inputs?.url as string
url = url.trim()
if (!test(url)) {
throw new Error('Invalid URL')
}
async function playwrightLoader(url: string): Promise<any> {
try {
let docs = []
const config: PlaywrightWebBaseLoaderOptions = {
launchOptions: {
args: ['--no-sandbox'],
headless: true
}
}
if (waitUntilGoToOption) {
config['gotoOptions'] = {
waitUntil: waitUntilGoToOption
}
}
if (waitForSelector) {
config['evaluate'] = async (page: Page, _: Browser): Promise<string> => {
await page.waitForSelector(waitForSelector)
const result = await page.evaluate(() => document.body.innerHTML)
return result
}
}
const loader = new PlaywrightWebBaseLoader(url, config)
if (textSplitter) {
docs = await loader.loadAndSplit(textSplitter)
} else {
docs = await loader.load()
}
return docs
} catch (err) {
if (process.env.DEBUG === 'true') console.error(`error in PlaywrightWebBaseLoader: ${err.message}, on page: ${url}`)
}
}
let docs = []
if (relativeLinksMethod) {
if (process.env.DEBUG === 'true') console.info(`Start ${relativeLinksMethod}`)
if (!limit) limit = 10
else if (limit < 0) throw new Error('Limit cannot be less than 0')
const pages: string[] =
selectedLinks && selectedLinks.length > 0
? selectedLinks.slice(0, limit)
: relativeLinksMethod === 'webCrawl'
? await webCrawl(url, limit)
: await xmlScrape(url, limit)
if (process.env.DEBUG === 'true') console.info(`pages: ${JSON.stringify(pages)}, length: ${pages.length}`)
if (!pages || pages.length === 0) throw new Error('No relative links found')
for (const page of pages) {
docs.push(...(await playwrightLoader(page)))
}
if (process.env.DEBUG === 'true') console.info(`Finish ${relativeLinksMethod}`)
} else if (selectedLinks && selectedLinks.length > 0) {
if (process.env.DEBUG === 'true') console.info(`pages: ${JSON.stringify(selectedLinks)}, length: ${selectedLinks.length}`)
for (const page of selectedLinks) {
docs.push(...(await playwrightLoader(page)))
}
} else {
docs = await playwrightLoader(url)
}
if (metadata) {
const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata)
let finaldocs = []
for (const doc of docs) {
const newdoc = {
...doc,
metadata: {
...doc.metadata,
...parsedMetadata
}
}
finaldocs.push(newdoc)
}
return finaldocs
}
return docs
}
}
module.exports = { nodeClass: Playwright_DocumentLoaders }