2024-10-31 20:01:52 -03:00

501 lines
18 KiB
TypeScript

import * as cheerio from "cheerio";
import { extractMetadata } from "./utils/metadata";
import dotenv from "dotenv";
import {
Document,
PageOptions,
FireEngineResponse,
ExtractorOptions,
Action,
} from "../../lib/entities";
import { parseMarkdown } from "../../lib/html-to-markdown";
import { urlSpecificParams } from "./utils/custom/website_params";
import { fetchAndProcessPdf } from "./utils/pdfProcessor";
import { handleCustomScraping } from "./custom/handleCustomScraping";
import { removeUnwantedElements } from "./utils/removeUnwantedElements";
import { scrapWithFetch } from "./scrapers/fetch";
import { scrapWithFireEngine } from "./scrapers/fireEngine";
import { scrapWithPlaywright } from "./scrapers/playwright";
import { scrapWithScrapingBee } from "./scrapers/scrapingBee";
import { extractLinks } from "./utils/utils";
import { Logger } from "../../lib/logger";
import { ScrapeEvents } from "../../lib/scrape-events";
import { clientSideError } from "../../strings";
import { ScrapeActionContent } from "../../lib/entities";
dotenv.config();
const useScrapingBee = process.env.SCRAPING_BEE_API_KEY !== '' && process.env.SCRAPING_BEE_API_KEY !== undefined;
const useFireEngine = process.env.FIRE_ENGINE_BETA_URL !== '' && process.env.FIRE_ENGINE_BETA_URL !== undefined;
export const baseScrapers = [
useFireEngine ? "fire-engine;chrome-cdp" : undefined,
useFireEngine ? "fire-engine" : undefined,
useScrapingBee ? "scrapingBee" : undefined,
useFireEngine ? undefined : "playwright",
useScrapingBee ? "scrapingBeeLoad" : undefined,
"fetch",
].filter(Boolean);
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" },
};
try {
const urlKey = new URL(url).hostname.replace(/^www\./, "");
if (urlSpecificParams.hasOwnProperty(urlKey)) {
return { ...defaultParams, ...urlSpecificParams[urlKey] };
} else {
return defaultParams;
}
} catch (error) {
Logger.error(`Error generating URL key: ${error}`);
return defaultParams;
}
}
/**
* 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
*/
function getScrapingFallbackOrder(
defaultScraper?: string,
isWaitPresent: boolean = false,
isScreenshotPresent: boolean = false,
isHeadersPresent: boolean = false,
isActionsPresent: boolean = false,
) {
if (isActionsPresent) {
return useFireEngine ? ["fire-engine;chrome-cdp"] : [];
}
const availableScrapers = baseScrapers.filter((scraper) => {
switch (scraper) {
case "scrapingBee":
case "scrapingBeeLoad":
return !!process.env.SCRAPING_BEE_API_KEY;
case "fire-engine":
return !!process.env.FIRE_ENGINE_BETA_URL;
case "fire-engine;chrome-cdp":
return !!process.env.FIRE_ENGINE_BETA_URL;
case "playwright":
return !!process.env.PLAYWRIGHT_MICROSERVICE_URL;
default:
return true;
}
});
let defaultOrder = [
useFireEngine ? "fire-engine;chrome-cdp" : undefined,
useFireEngine ? "fire-engine" : undefined,
useScrapingBee ? "scrapingBee" : undefined,
useScrapingBee ? "scrapingBeeLoad" : undefined,
useFireEngine ? undefined : "playwright",
"fetch",
].filter(Boolean);
// if (isWaitPresent || isScreenshotPresent || isHeadersPresent) {
// defaultOrder = [
// "fire-engine",
// useFireEngine ? undefined : "playwright",
// ...defaultOrder.filter(
// (scraper) => scraper !== "fire-engine" && scraper !== "playwright"
// ),
// ].filter(Boolean);
// }
const filteredDefaultOrder = defaultOrder.filter(
(scraper: (typeof baseScrapers)[number]) =>
availableScrapers.includes(scraper)
);
const uniqueScrapers = new Set(
defaultScraper
? [defaultScraper, ...filteredDefaultOrder, ...availableScrapers]
: [...filteredDefaultOrder, ...availableScrapers]
);
const scrapersInOrder = Array.from(uniqueScrapers);
return scrapersInOrder as (typeof baseScrapers)[number][];
}
export async function scrapSingleUrl(
jobId: string,
urlToScrap: string,
pageOptions: PageOptions,
extractorOptions?: ExtractorOptions,
existingHtml?: string,
priority?: number,
teamId?: string
): Promise<Document> {
pageOptions = {
includeMarkdown: pageOptions.includeMarkdown ?? true,
includeExtract: pageOptions.includeExtract ?? false,
onlyMainContent: pageOptions.onlyMainContent ?? false,
includeHtml: pageOptions.includeHtml ?? false,
includeRawHtml: pageOptions.includeRawHtml ?? false,
waitFor: pageOptions.waitFor ?? undefined,
screenshot: pageOptions.screenshot ?? false,
fullPageScreenshot: pageOptions.fullPageScreenshot ?? false,
headers: pageOptions.headers ?? undefined,
includeLinks: pageOptions.includeLinks ?? true,
replaceAllPathsWithAbsolutePaths: pageOptions.replaceAllPathsWithAbsolutePaths ?? true,
parsePDF: pageOptions.parsePDF ?? true,
removeTags: pageOptions.removeTags ?? [],
onlyIncludeTags: pageOptions.onlyIncludeTags ?? [],
useFastMode: pageOptions.useFastMode ?? false,
disableJsDom: pageOptions.disableJsDom ?? false,
atsv: pageOptions.atsv ?? false,
actions: pageOptions.actions ?? undefined,
geolocation: pageOptions.geolocation ?? undefined,
skipTlsVerification: pageOptions.skipTlsVerification ?? false,
}
if (extractorOptions) {
extractorOptions = {
mode: extractorOptions?.mode ?? "llm-extraction-from-markdown",
}
}
if (!existingHtml) {
existingHtml = "";
}
urlToScrap = urlToScrap.trim();
const attemptScraping = async (
url: string,
method: (typeof baseScrapers)[number]
) => {
let scraperResponse: {
text: string;
screenshot: string;
actions?: {
screenshots?: string[];
scrapes?: ScrapeActionContent[];
};
metadata: { pageStatusCode?: number; pageError?: string | null };
} = { text: "", screenshot: "", metadata: {} };
let screenshot = "";
const timer = Date.now();
const logInsertPromise = ScrapeEvents.insert(jobId, {
type: "scrape",
url,
worker: process.env.FLY_MACHINE_ID,
method,
result: null,
});
switch (method) {
case "fire-engine":
case "fire-engine;chrome-cdp":
let engine: "playwright" | "chrome-cdp" | "tlsclient" = "playwright";
if (method === "fire-engine;chrome-cdp") {
engine = "chrome-cdp";
}
if (process.env.FIRE_ENGINE_BETA_URL) {
const processedActions: Action[] = pageOptions.actions?.flatMap((action: Action, index: number, array: Action[]) => {
if (action.type === "click" || action.type === "write" || action.type === "press") {
const result: Action[] = [];
// Don't add a wait if the previous action is a wait
// if (index === 0 || array[index - 1].type !== "wait") {
// result.push({ type: "wait", milliseconds: 1200 } as Action);
// }
// Fire-engine now handles wait times automatically, leaving the code here for now
result.push(action);
// Don't add a wait if the next action is a wait
// if (index === array.length - 1 || array[index + 1].type !== "wait") {
// result.push({ type: "wait", milliseconds: 1200 } as Action);
// }
return result;
}
return [action as Action];
}) ?? [] as Action[];
const response = await scrapWithFireEngine({
url,
...(engine === "chrome-cdp" ? ({
actions: [
...(pageOptions.waitFor ? [{
type: "wait" as const,
milliseconds: pageOptions.waitFor,
}] : []),
...((pageOptions.screenshot || pageOptions.fullPageScreenshot) ? [{
type: "screenshot" as const,
fullPage: !!pageOptions.fullPageScreenshot,
}] : []),
...processedActions,
],
}) : ({
waitFor: pageOptions.waitFor,
screenshot: pageOptions.screenshot,
fullPageScreenshot: pageOptions.fullPageScreenshot,
})),
pageOptions: pageOptions,
headers: pageOptions.headers,
fireEngineOptions: {
engine: engine,
atsv: pageOptions.atsv,
disableJsDom: pageOptions.disableJsDom,
},
priority,
teamId,
});
scraperResponse.text = response.html;
if (pageOptions.screenshot || pageOptions.fullPageScreenshot) {
scraperResponse.screenshot = (response.screenshots ?? []).splice(0, 1)[0] ?? "";
}
if (pageOptions.actions) {
scraperResponse.actions = {
screenshots: response.screenshots ?? [],
scrapes: response.scrapeActionContent ?? [],
};
}
scraperResponse.metadata.pageStatusCode = response.pageStatusCode;
scraperResponse.metadata.pageError = response.pageError;
}
break;
case "scrapingBee":
if (process.env.SCRAPING_BEE_API_KEY) {
const response = await scrapWithScrapingBee(
url,
"domcontentloaded",
pageOptions.fallback === false ? 7000 : 15000
);
scraperResponse.text = response.content;
scraperResponse.metadata.pageStatusCode = response.pageStatusCode;
scraperResponse.metadata.pageError = response.pageError;
}
break;
case "playwright":
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;
}
break;
case "scrapingBeeLoad":
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;
}
break;
case "fetch":
const response = await scrapWithFetch(url);
scraperResponse.text = response.content;
scraperResponse.metadata.pageStatusCode = response.pageStatusCode;
scraperResponse.metadata.pageError = response.pageError;
break;
}
let customScrapedContent: FireEngineResponse | null = null;
// Check for custom scraping conditions
const customScraperResult = await handleCustomScraping(
scraperResponse.text,
url
);
if (customScraperResult) {
switch (customScraperResult.scraper) {
case "fire-engine":
customScrapedContent = await scrapWithFireEngine({
url: customScraperResult.url,
actions: customScraperResult.waitAfterLoad ? ([
{
type: "wait",
milliseconds: customScraperResult.waitAfterLoad,
}
]) : ([]),
pageOptions: customScraperResult.pageOptions,
});
break;
case "pdf":
const { content, pageStatusCode, pageError } =
await fetchAndProcessPdf(
customScraperResult.url,
pageOptions?.parsePDF
);
customScrapedContent = {
html: content,
pageStatusCode,
pageError,
};
break;
}
}
if (customScrapedContent) {
scraperResponse.text = customScrapedContent.html;
}
//* TODO: add an optional to return markdown or structured/extracted content
let cleanedHtml = removeUnwantedElements(scraperResponse.text, pageOptions);
const text = await parseMarkdown(cleanedHtml);
const insertedLogId = await logInsertPromise;
ScrapeEvents.updateScrapeResult(insertedLogId, {
response_size: scraperResponse.text.length,
success: !(scraperResponse.metadata.pageStatusCode && scraperResponse.metadata.pageStatusCode >= 400) && !!text && (text.trim().length >= 100),
error: scraperResponse.metadata.pageError,
response_code: scraperResponse.metadata.pageStatusCode,
time_taken: Date.now() - timer,
});
return {
text,
html: cleanedHtml,
rawHtml: scraperResponse.text,
screenshot: scraperResponse.screenshot,
actions: scraperResponse.actions,
pageStatusCode: scraperResponse.metadata.pageStatusCode,
pageError: scraperResponse.metadata.pageError || undefined,
};
};
let { text, html, rawHtml, screenshot, actions, pageStatusCode, pageError } = {
text: "",
html: "",
rawHtml: "",
screenshot: "",
actions: undefined,
pageStatusCode: 200,
pageError: undefined,
};
try {
let urlKey = urlToScrap;
try {
urlKey = new URL(urlToScrap).hostname.replace(/^www\./, "");
} catch (error) {
Logger.error(`Invalid URL key, trying: ${urlToScrap}`);
}
const defaultScraper = urlSpecificParams[urlKey]?.defaultScraper ?? "";
const scrapersInOrder = getScrapingFallbackOrder(
defaultScraper,
pageOptions && pageOptions.waitFor && pageOptions.waitFor > 0,
pageOptions && (pageOptions.screenshot || pageOptions.fullPageScreenshot) && (pageOptions.screenshot === true || pageOptions.fullPageScreenshot === true),
pageOptions && pageOptions.headers && pageOptions.headers !== undefined,
pageOptions && Array.isArray(pageOptions.actions) && pageOptions.actions.length > 0,
);
for (const scraper of scrapersInOrder) {
// If exists text coming from crawler, use it
if (existingHtml && existingHtml.trim().length >= 100 && !existingHtml.includes(clientSideError)) {
let cleanedHtml = removeUnwantedElements(existingHtml, pageOptions);
text = await parseMarkdown(cleanedHtml);
html = cleanedHtml;
break;
}
const attempt = await attemptScraping(urlToScrap, scraper);
text = attempt.text ?? "";
html = attempt.html ?? "";
rawHtml = attempt.rawHtml ?? "";
screenshot = attempt.screenshot ?? "";
actions = attempt.actions ?? undefined;
if (attempt.pageStatusCode) {
pageStatusCode = attempt.pageStatusCode;
}
if (attempt.pageError && (attempt.pageStatusCode >= 400 || scrapersInOrder.indexOf(scraper) === scrapersInOrder.length - 1)) { // force pageError if it's the last scraper and it failed too
pageError = attempt.pageError;
if (attempt.pageStatusCode < 400 || !attempt.pageStatusCode) {
pageStatusCode = 500;
}
} else if (attempt && attempt.pageStatusCode && attempt.pageStatusCode < 400) {
pageError = undefined;
}
if ((text && text.trim().length >= 100) || (typeof screenshot === "string" && screenshot.length > 0)) {
Logger.debug(`⛏️ ${scraper}: Successfully scraped ${urlToScrap} with text length >= 100 or screenshot, breaking`);
break;
}
if (pageStatusCode && (pageStatusCode == 404 || pageStatusCode == 400)) {
Logger.debug(`⛏️ ${scraper}: Successfully scraped ${urlToScrap} with status code ${pageStatusCode}, breaking`);
break;
}
// const nextScraperIndex = scrapersInOrder.indexOf(scraper) + 1;
// if (nextScraperIndex < scrapersInOrder.length) {
// Logger.debug(`⛏️ ${scraper} Failed to fetch URL: ${urlToScrap} with status: ${pageStatusCode}, error: ${pageError} | Falling back to ${scrapersInOrder[nextScraperIndex]}`);
// }
}
if (!text) {
throw new Error(`All scraping methods failed for URL: ${urlToScrap}`);
}
const soup = cheerio.load(rawHtml);
const metadata = extractMetadata(soup, urlToScrap);
let linksOnPage: string[] | undefined;
if (pageOptions.includeLinks) {
linksOnPage = extractLinks(rawHtml, urlToScrap);
}
let document: Document = {
content: text,
markdown: pageOptions.includeMarkdown || pageOptions.includeExtract ? text : undefined,
html: pageOptions.includeHtml ? html : undefined,
rawHtml:
pageOptions.includeRawHtml ||
(extractorOptions?.mode === "llm-extraction-from-raw-html" && pageOptions.includeExtract)
? rawHtml
: undefined,
linksOnPage: pageOptions.includeLinks ? linksOnPage : undefined,
actions,
metadata: {
...metadata,
...(screenshot && screenshot.length > 0 ? ({
screenshot,
}) : {}),
sourceURL: urlToScrap,
pageStatusCode: pageStatusCode,
pageError: pageError,
},
};
return document;
} catch (error) {
Logger.debug(`⛏️ Error: ${error.message} - Failed to fetch URL: ${urlToScrap}`);
ScrapeEvents.insert(jobId, {
type: "error",
message: typeof error === "string" ? error : typeof error.message === "string" ? error.message : JSON.stringify(error),
stack: error.stack,
});
return {
content: "",
markdown: pageOptions.includeMarkdown || pageOptions.includeExtract ? "" : undefined,
html: "",
linksOnPage: pageOptions.includeLinks ? [] : undefined,
metadata: {
sourceURL: urlToScrap,
pageStatusCode: pageStatusCode,
pageError: pageError,
},
} as Document;
}
}