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import * as cheerio from "cheerio";
import { ScrapingBeeClient } from "scrapingbee";
import { extractMetadata } from "./utils/metadata";
import dotenv from "dotenv";
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import { Document, PageOptions, FireEngineResponse } from "../../lib/entities";
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import { parseMarkdown } from "../../lib/html-to-markdown";
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import { excludeNonMainTags } from "./utils/excludeTags";
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import { urlSpecificParams } from "./utils/custom/website_params";
import { fetchAndProcessPdf } from "./utils/pdfProcessor";
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import { handleCustomScraping } from "./custom/handleCustomScraping";
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import axios from "axios";
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dotenv.config();
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const baseScrapers = [
"fire-engine",
"scrapingBee",
"playwright",
"scrapingBeeLoad",
"fetch",
] as const;
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const universalTimeout = 15000;
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export async function generateRequestParams(
url: string,
wait_browser: string = "domcontentloaded",
timeout: number = 15000
): Promise<any> {
const defaultParams = {
url: url,
params: { timeout: timeout, wait_browser: wait_browser },
headers: { "ScrapingService-Request": "TRUE" },
};
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try {
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const urlKey = new URL(url).hostname.replace(/^www\./, "");
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if (urlSpecificParams.hasOwnProperty(urlKey)) {
return { ...defaultParams, ...urlSpecificParams[urlKey] };
} else {
return defaultParams;
}
} catch (error) {
console.error(`Error generating URL key: ${error}`);
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return defaultParams;
}
}
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export async function scrapWithFireEngine(
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url: string,
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waitFor: number = 0,
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screenshot: boolean = false,
pageOptions: { scrollXPaths?: string[], parsePDF?: boolean } = { parsePDF: true },
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headers?: Record<string, string>,
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options?: any
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): Promise<FireEngineResponse> {
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try {
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const reqParams = await generateRequestParams(url);
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// If the user has passed a wait parameter in the request, use that
const waitParam = reqParams["params"]?.wait ?? waitFor;
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const screenshotParam = reqParams["params"]?.screenshot ?? screenshot;
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console.log(
`[Fire-Engine] Scraping ${url} with wait: ${waitParam} and screenshot: ${screenshotParam}`
);
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const response = await axios.post(
process.env.FIRE_ENGINE_BETA_URL + "/scrape",
{
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url: url,
wait: waitParam,
screenshot: screenshotParam,
headers: headers,
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pageOptions: pageOptions,
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},
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{
headers: {
"Content-Type": "application/json",
},
timeout: universalTimeout + waitParam
}
);
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if (response.status !== 200) {
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console.error(
`[Fire-Engine] Error fetching url: ${url} with status: ${response.status}`
);
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return { html: "", screenshot: "", pageStatusCode: response.data?.pageStatusCode, pageError: response.data?.pageError };
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}
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const contentType = response.headers["content-type"];
if (contentType && contentType.includes("application/pdf")) {
const { content, pageStatusCode, pageError } = await fetchAndProcessPdf(url, pageOptions?.parsePDF);
return { html: content, screenshot: "", pageStatusCode, pageError };
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} else {
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const data = response.data;
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const html = data.content;
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const screenshot = data.screenshot;
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return { html: html ?? "", screenshot: screenshot ?? "", pageStatusCode: data.pageStatusCode, pageError: data.pageError };
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}
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} catch (error) {
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if (error.code === 'ECONNABORTED') {
console.log(`[Fire-Engine] Request timed out for ${url}`);
} else {
console.error(`[Fire-Engine][c] Error fetching url: ${url} -> ${error}`);
}
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return { html: "", screenshot: "" };
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}
}
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export async function scrapWithScrapingBee(
url: string,
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wait_browser: string = "domcontentloaded",
timeout: number = universalTimeout,
pageOptions: { parsePDF?: boolean } = { parsePDF: true }
): Promise<{ content: string, pageStatusCode?: number, pageError?: string }> {
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try {
const client = new ScrapingBeeClient(process.env.SCRAPING_BEE_API_KEY);
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const clientParams = await generateRequestParams(
url,
wait_browser,
timeout,
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);
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const response = await client.get({
...clientParams,
params: {
...clientParams.params,
'transparent_status_code': 'True'
}
});
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const contentType = response.headers["content-type"];
if (contentType && contentType.includes("application/pdf")) {
return await fetchAndProcessPdf(url, pageOptions?.parsePDF);
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} else {
let text = "";
try {
const decoder = new TextDecoder();
text = decoder.decode(response.data);
} catch (decodeError) {
console.error(`[ScrapingBee][c] Error decoding response data for url: ${url} -> ${decodeError}`);
}
return { content: text, pageStatusCode: response.status, pageError: response.statusText != "OK" ? response.statusText : undefined };
}
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} catch (error) {
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console.error(`[ScrapingBee][c] Error fetching url: ${url} -> ${error}`);
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return { content: "", pageStatusCode: error.response.status, pageError: error.response.statusText };
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}
}
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export async function scrapWithPlaywright(
url: string,
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waitFor: number = 0,
headers?: Record<string, string>,
pageOptions: { parsePDF?: boolean } = { parsePDF: true }
): Promise<{ content: string, pageStatusCode?: number, pageError?: string }> {
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try {
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const reqParams = await generateRequestParams(url);
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// If the user has passed a wait parameter in the request, use that
const waitParam = reqParams["params"]?.wait ?? waitFor;
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const response = await axios.post(process.env.PLAYWRIGHT_MICROSERVICE_URL, {
url: url,
wait_after_load: waitParam,
headers: headers,
}, {
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headers: {
"Content-Type": "application/json",
},
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timeout: universalTimeout + waitParam, // Add waitParam to timeout to account for the wait time
transformResponse: [(data) => data] // Prevent axios from parsing JSON automatically
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});
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if (response.status !== 200) {
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console.error(
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`[Playwright] Error fetching url: ${url} with status: ${response.status}`
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);
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return { content: "", pageStatusCode: response.data?.pageStatusCode, pageError: response.data?.pageError };
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}
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const contentType = response.headers["content-type"];
if (contentType && contentType.includes("application/pdf")) {
return await fetchAndProcessPdf(url, pageOptions?.parsePDF);
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} else {
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const textData = response.data;
try {
const data = JSON.parse(textData);
const html = data.content;
return { content: html ?? "", pageStatusCode: data.pageStatusCode, pageError: data.pageError };
} catch (jsonError) {
console.error(`[Playwright] Error parsing JSON response for url: ${url} -> ${jsonError}`);
return { content: "" };
}
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}
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} catch (error) {
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if (error.code === 'ECONNABORTED') {
console.log(`[Playwright] Request timed out for ${url}`);
} else {
console.error(`[Playwright] Error fetching url: ${url} -> ${error}`);
}
return { content: "" };
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}
}
export async function scrapWithFetch(
url: string,
pageOptions: { parsePDF?: boolean } = { parsePDF: true }
): Promise<{ content: string, pageStatusCode?: number, pageError?: string }> {
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try {
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const response = await axios.get(url, {
headers: {
"Content-Type": "application/json",
},
timeout: universalTimeout,
transformResponse: [(data) => data] // Prevent axios from parsing JSON automatically
});
if (response.status !== 200) {
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console.error(
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`[Axios] Error fetching url: ${url} with status: ${response.status}`
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);
return { content: "", pageStatusCode: response.status, pageError: response.statusText };
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}
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const contentType = response.headers["content-type"];
if (contentType && contentType.includes("application/pdf")) {
return await fetchAndProcessPdf(url, pageOptions?.parsePDF);
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} else {
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const text = response.data;
return { content: text, pageStatusCode: 200 };
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}
} catch (error) {
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if (error.code === 'ECONNABORTED') {
console.log(`[Axios] Request timed out for ${url}`);
} else {
console.error(`[Axios] Error fetching url: ${url} -> ${error}`);
}
return { content: "" };
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}
}
/**
* Get the order of scrapers to be used for scraping a URL
* If the user doesn't have envs set for a specific scraper, it will be removed from the order.
* @param defaultScraper The default scraper to use if the URL does not have a specific scraper order defined
* @returns The order of scrapers to be used for scraping a URL
*/
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function getScrapingFallbackOrder(
defaultScraper?: string,
isWaitPresent: boolean = false,
isScreenshotPresent: boolean = false,
isHeadersPresent: boolean = false
) {
const availableScrapers = baseScrapers.filter((scraper) => {
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switch (scraper) {
case "scrapingBee":
case "scrapingBeeLoad":
return !!process.env.SCRAPING_BEE_API_KEY;
case "fire-engine":
return !!process.env.FIRE_ENGINE_BETA_URL;
case "playwright":
return !!process.env.PLAYWRIGHT_MICROSERVICE_URL;
default:
return true;
}
});
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let defaultOrder = [
"scrapingBee",
"fire-engine",
"playwright",
"scrapingBeeLoad",
"fetch",
];
if (isWaitPresent || isScreenshotPresent || isHeadersPresent) {
defaultOrder = [
"fire-engine",
"playwright",
...defaultOrder.filter(
(scraper) => scraper !== "fire-engine" && scraper !== "playwright"
),
];
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}
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const filteredDefaultOrder = defaultOrder.filter(
(scraper: (typeof baseScrapers)[number]) =>
availableScrapers.includes(scraper)
);
const uniqueScrapers = new Set(
defaultScraper
? [defaultScraper, ...filteredDefaultOrder, ...availableScrapers]
: [...filteredDefaultOrder, ...availableScrapers]
);
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const scrapersInOrder = Array.from(uniqueScrapers);
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return scrapersInOrder as (typeof baseScrapers)[number][];
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}
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export async function scrapSingleUrl(
urlToScrap: string,
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pageOptions: PageOptions = {
onlyMainContent: true,
includeHtml: false,
waitFor: 0,
screenshot: false,
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headers: undefined
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},
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existingHtml: string = ""
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): Promise<Document> {
urlToScrap = urlToScrap.trim();
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const removeUnwantedElements = (html: string, pageOptions: PageOptions) => {
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const soup = cheerio.load(html);
soup("script, style, iframe, noscript, meta, head").remove();
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if (pageOptions.removeTags) {
if (typeof pageOptions.removeTags === 'string') {
pageOptions.removeTags.split(',').forEach((tag) => {
soup(tag.trim()).remove();
});
} else if (Array.isArray(pageOptions.removeTags)) {
pageOptions.removeTags.forEach((tag) => {
soup(tag).remove();
});
}
}
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if (pageOptions.onlyMainContent) {
// remove any other tags that are not in the main content
excludeNonMainTags.forEach((tag) => {
soup(tag).remove();
});
}
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return soup.html();
};
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const attemptScraping = async (
url: string,
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method: (typeof baseScrapers)[number]
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) => {
let scraperResponse: { text: string, screenshot: string, metadata: { pageStatusCode?: number, pageError?: string | null } } = { text: "", screenshot: "", metadata: {} };
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let screenshot = "";
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switch (method) {
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case "fire-engine":
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if (process.env.FIRE_ENGINE_BETA_URL) {
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console.log(`Scraping ${url} with Fire Engine`);
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const response = await scrapWithFireEngine(
url,
pageOptions.waitFor,
pageOptions.screenshot,
pageOptions.headers
);
scraperResponse.text = response.html;
scraperResponse.screenshot = response.screenshot;
scraperResponse.metadata.pageStatusCode = response.pageStatusCode;
scraperResponse.metadata.pageError = response.pageError;
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}
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break;
case "scrapingBee":
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if (process.env.SCRAPING_BEE_API_KEY) {
const response = await scrapWithScrapingBee(
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url,
"domcontentloaded",
pageOptions.fallback === false ? 7000 : 15000
);
scraperResponse.text = response.content;
scraperResponse.metadata.pageStatusCode = response.pageStatusCode;
scraperResponse.metadata.pageError = response.pageError;
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}
break;
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case "playwright":
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if (process.env.PLAYWRIGHT_MICROSERVICE_URL) {
const response = await scrapWithPlaywright(url, pageOptions.waitFor, pageOptions.headers);
scraperResponse.text = response.content;
scraperResponse.metadata.pageStatusCode = response.pageStatusCode;
scraperResponse.metadata.pageError = response.pageError;
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}
break;
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case "scrapingBeeLoad":
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if (process.env.SCRAPING_BEE_API_KEY) {
const response = await scrapWithScrapingBee(url, "networkidle2");
scraperResponse.text = response.content;
scraperResponse.metadata.pageStatusCode = response.pageStatusCode;
scraperResponse.metadata.pageError = response.pageError;
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}
break;
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case "fetch":
const response = await scrapWithFetch(url);
scraperResponse.text = response.content;
scraperResponse.metadata.pageStatusCode = response.pageStatusCode;
scraperResponse.metadata.pageError = response.pageError;
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break;
}
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let customScrapedContent : FireEngineResponse | null = null;
// Check for custom scraping conditions
const customScraperResult = await handleCustomScraping(scraperResponse.text, url);
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if (customScraperResult){
switch (customScraperResult.scraper) {
case "fire-engine":
customScrapedContent = await scrapWithFireEngine(customScraperResult.url, customScraperResult.waitAfterLoad, false, customScraperResult.pageOptions)
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if (screenshot) {
customScrapedContent.screenshot = screenshot;
}
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break;
case "pdf":
const { content, pageStatusCode, pageError } = await fetchAndProcessPdf(customScraperResult.url, pageOptions?.parsePDF);
customScrapedContent = { html: content, screenshot, pageStatusCode, pageError }
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break;
}
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}
if (customScrapedContent) {
scraperResponse.text = customScrapedContent.html;
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screenshot = customScrapedContent.screenshot;
}
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//* TODO: add an optional to return markdown or structured/extracted content
let cleanedHtml = removeUnwantedElements(scraperResponse.text, pageOptions);
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return {
text: await parseMarkdown(cleanedHtml),
html: scraperResponse.text,
screenshot: scraperResponse.screenshot,
pageStatusCode: scraperResponse.metadata.pageStatusCode,
pageError: scraperResponse.metadata.pageError || undefined
};
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};
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let { text, html, screenshot, pageStatusCode, pageError } = { text: "", html: "", screenshot: "", pageStatusCode: 200, pageError: undefined };
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try {
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let urlKey = urlToScrap;
try {
urlKey = new URL(urlToScrap).hostname.replace(/^www\./, "");
} catch (error) {
console.error(`Invalid URL key, trying: ${urlToScrap}`);
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}
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const defaultScraper = urlSpecificParams[urlKey]?.defaultScraper ?? "";
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const scrapersInOrder = getScrapingFallbackOrder(
defaultScraper,
pageOptions && pageOptions.waitFor && pageOptions.waitFor > 0,
pageOptions && pageOptions.screenshot && pageOptions.screenshot === true,
pageOptions && pageOptions.headers && pageOptions.headers !== undefined
);
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for (const scraper of scrapersInOrder) {
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// If exists text coming from crawler, use it
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if (existingHtml && existingHtml.trim().length >= 100) {
let cleanedHtml = removeUnwantedElements(existingHtml, pageOptions);
text = await parseMarkdown(cleanedHtml);
html = existingHtml;
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break;
}
const attempt = await attemptScraping(urlToScrap, scraper);
text = attempt.text ?? '';
html = attempt.html ?? '';
screenshot = attempt.screenshot ?? '';
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if (attempt.pageStatusCode) {
pageStatusCode = attempt.pageStatusCode;
}
if (attempt.pageError) {
pageError = attempt.pageError;
}
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if (text && text.trim().length >= 100) break;
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if (pageStatusCode && pageStatusCode == 404) break;
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const nextScraperIndex = scrapersInOrder.indexOf(scraper) + 1;
if (nextScraperIndex < scrapersInOrder.length) {
console.info(`Falling back to ${scrapersInOrder[nextScraperIndex]}`);
}
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}
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if (!text) {
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throw new Error(`All scraping methods failed for URL: ${urlToScrap}`);
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}
const soup = cheerio.load(html);
const metadata = extractMetadata(soup, urlToScrap);
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let document: Document;
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if (screenshot && screenshot.length > 0) {
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document = {
content: text,
markdown: text,
html: pageOptions.includeHtml ? html : undefined,
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metadata: {
...metadata,
screenshot: screenshot,
sourceURL: urlToScrap,
pageStatusCode: pageStatusCode,
pageError: pageError
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},
};
} else {
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document = {
content: text,
markdown: text,
html: pageOptions.includeHtml ? html : undefined,
metadata: {
...metadata,
sourceURL: urlToScrap,
pageStatusCode: pageStatusCode,
pageError: pageError
},
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};
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}
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return document;
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} catch (error) {
console.error(`Error: ${error} - Failed to fetch URL: ${urlToScrap}`);
return {
content: "",
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markdown: "",
html: "",
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metadata: {
sourceURL: urlToScrap,
pageStatusCode: pageStatusCode,
pageError: pageError
},
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} as Document;
}
}