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core.ts
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// For more information, see https://crawlee.dev/
import { PlaywrightCrawler, downloadListOfUrls } from "crawlee";
import { readFile, writeFile } from "fs/promises";
import { glob } from "glob";
import { Config, configSchema } from "./config.js";
import { Page } from "playwright";
import { isWithinTokenLimit } from "gpt-tokenizer";
import { PathLike } from "fs";
let pageCounter = 0;
let crawler: PlaywrightCrawler;
export function getPageHtml(page: Page, selector = "body") {
return page.evaluate((selector) => {
// Check if the selector is an XPath
if (selector.startsWith("/")) {
const elements = document.evaluate(
selector,
document,
null,
XPathResult.ANY_TYPE,
null,
);
let result = elements.iterateNext();
return result ? result.textContent || "" : "";
} else {
// Handle as a CSS selector
const el = document.querySelector(selector) as HTMLElement | null;
return el?.innerText || "";
}
}, selector);
}
export async function waitForXPath(page: Page, xpath: string, timeout: number) {
await page.waitForFunction(
(xpath) => {
const elements = document.evaluate(
xpath,
document,
null,
XPathResult.ANY_TYPE,
null,
);
return elements.iterateNext() !== null;
},
xpath,
{ timeout },
);
}
export async function crawl(config: Config) {
configSchema.parse(config);
if (process.env.NO_CRAWL !== "true") {
// PlaywrightCrawler crawls the web using a headless
// browser controlled by the Playwright library.
crawler = new PlaywrightCrawler({
// Use the requestHandler to process each of the crawled pages.
async requestHandler({ request, page, enqueueLinks, log, pushData }) {
const title = await page.title();
pageCounter++;
log.info(
`Crawling: Page ${pageCounter} / ${config.maxPagesToCrawl} - URL: ${request.loadedUrl}...`,
);
// Use custom handling for XPath selector
if (config.selector) {
if (config.selector.startsWith("/")) {
await waitForXPath(
page,
config.selector,
config.waitForSelectorTimeout ?? 1000,
);
} else {
await page.waitForSelector(config.selector, {
timeout: config.waitForSelectorTimeout ?? 1000,
});
}
}
const html = await getPageHtml(page, config.selector);
// Save results as JSON to ./storage/datasets/default
await pushData({ title, url: request.loadedUrl, html });
if (config.onVisitPage) {
await config.onVisitPage({ page, pushData });
}
// Extract links from the current page
// and add them to the crawling queue.
await enqueueLinks({
globs:
typeof config.match === "string" ? [config.match] : config.match,
exclude:
typeof config.exclude === "string"
? [config.exclude]
: config.exclude ?? [],
});
},
// Comment this option to scrape the full website.
maxRequestsPerCrawl: config.maxPagesToCrawl,
// Uncomment this option to see the browser window.
// headless: false,
preNavigationHooks: [
// Abort requests for certain resource types
async ({ request, page, log }) => {
// If there are no resource exclusions, return
const RESOURCE_EXCLUSTIONS = config.resourceExclusions ?? [];
if (RESOURCE_EXCLUSTIONS.length === 0) {
return;
}
if (config.cookie) {
const cookies = (
Array.isArray(config.cookie) ? config.cookie : [config.cookie]
).map((cookie) => {
return {
name: cookie.name,
value: cookie.value,
url: request.loadedUrl,
};
});
await page.context().addCookies(cookies);
}
await page.route(`**\/*.{${RESOURCE_EXCLUSTIONS.join()}}`, (route) =>
route.abort("aborted"),
);
log.info(
`Aborting requests for as this is a resource excluded route`,
);
},
],
});
const isUrlASitemap = /sitemap.*\.xml$/.test(config.url);
if (isUrlASitemap) {
const listOfUrls = await downloadListOfUrls({ url: config.url });
// Add the initial URL to the crawling queue.
await crawler.addRequests(listOfUrls);
// Run the crawler
await crawler.run();
} else {
// Add first URL to the queue and start the crawl.
await crawler.run([config.url]);
}
}
}
export async function write(config: Config) {
let nextFileNameString: PathLike = "";
const jsonFiles = await glob("storage/datasets/default/*.json", {
absolute: true,
});
console.log(`Found ${jsonFiles.length} files to combine...`);
let currentResults: Record<string, any>[] = [];
let currentSize: number = 0;
let fileCounter: number = 1;
const maxBytes: number = config.maxFileSize
? config.maxFileSize * 1024 * 1024
: Infinity;
const getStringByteSize = (str: string): number =>
Buffer.byteLength(str, "utf-8");
const nextFileName = (): string =>
`${config.outputFileName.replace(/\.json$/, "")}-${fileCounter}.json`;
const writeBatchToFile = async (): Promise<void> => {
nextFileNameString = nextFileName();
await writeFile(
nextFileNameString,
JSON.stringify(currentResults, null, 2),
);
console.log(
`Wrote ${currentResults.length} items to ${nextFileNameString}`,
);
currentResults = [];
currentSize = 0;
fileCounter++;
};
let estimatedTokens: number = 0;
const addContentOrSplit = async (
data: Record<string, any>,
): Promise<void> => {
const contentString: string = JSON.stringify(data);
const tokenCount: number | false = isWithinTokenLimit(
contentString,
config.maxTokens || Infinity,
);
if (typeof tokenCount === "number") {
if (estimatedTokens + tokenCount > config.maxTokens!) {
// Only write the batch if it's not empty (something to write)
if (currentResults.length > 0) {
await writeBatchToFile();
}
// Since the addition of a single item exceeded the token limit, halve it.
estimatedTokens = Math.floor(tokenCount / 2);
currentResults.push(data);
} else {
currentResults.push(data);
estimatedTokens += tokenCount;
}
}
currentSize += getStringByteSize(contentString);
if (currentSize > maxBytes) {
await writeBatchToFile();
}
};
// Iterate over each JSON file and process its contents.
for (const file of jsonFiles) {
const fileContent = await readFile(file, "utf-8");
const data: Record<string, any> = JSON.parse(fileContent);
await addContentOrSplit(data);
}
// Check if any remaining data needs to be written to a file.
if (currentResults.length > 0) {
await writeBatchToFile();
}
return nextFileNameString;
}
class GPTCrawlerCore {
config: Config;
constructor(config: Config) {
this.config = config;
}
async crawl() {
await crawl(this.config);
}
async write(): Promise<PathLike> {
// we need to wait for the file path as the path can change
return new Promise((resolve, reject) => {
write(this.config)
.then((outputFilePath) => {
resolve(outputFilePath);
})
.catch(reject);
});
}
}
export default GPTCrawlerCore;