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abstract_scraper.dart
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import 'dart:async';
import 'dart:io' show Platform;
import 'package:flutter_inappwebview/flutter_inappwebview.dart';
import 'package:shared_preferences/shared_preferences.dart';
import 'package:wispar/webview_env.dart';
import 'package:wispar/services/string_format_helper.dart';
import 'package:wispar/services/logs_helper.dart';
class AbstractScraper {
Completer<Map<String, String?>> _completer =
Completer<Map<String, String?>>();
Future<Map<String, String?>> scrapeAbstractAndGraphical(String url,
{bool textAbstract = true, bool graphicalAbstract = true}) async {
final logger = LogsService().logger;
_completer = Completer<Map<String, String?>>();
HeadlessInAppWebView? headlessWebView;
final prefs = await SharedPreferences.getInstance();
bool overrideUA = prefs.getBool('overrideUserAgent') ?? false;
String? customUA = prefs.getString('customUserAgent');
String userAgent;
if (overrideUA && customUA != null && customUA.isNotEmpty) {
userAgent = customUA;
} else if (Platform.isAndroid) {
userAgent =
"Mozilla/5.0 (Android 16; Mobile; LG-M255; rv:140.0) Gecko/140.0 Firefox/140.0";
} else if (Platform.isIOS) {
userAgent =
"Mozilla/5.0 (iPhone; CPU iPhone OS 18_0 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/18.0 Mobile Safari/604.1";
} else if (Platform.isMacOS) {
userAgent =
"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko)";
} else if (Platform.isWindows) {
userAgent =
"Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:142.0) Gecko/20100101 Firefox/142.0";
} else if (Platform.isLinux) {
userAgent =
"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/134.0.0.0 Safari/537.3";
} else {
userAgent =
"Mozilla/5.0 (Linux; Android 13; Pixel 7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/118.0 Mobile Safari/537.36";
}
headlessWebView = HeadlessInAppWebView(
initialSettings: InAppWebViewSettings(
userAgent: userAgent,
),
webViewEnvironment: Platform.isWindows ? webViewEnvironment : null,
initialUrlRequest: URLRequest(url: WebUri(url)),
onLoadStop: (controller, loadedUrl) async {
await Future.delayed(const Duration(seconds: 3));
if (_completer.isCompleted) return;
try {
logger.info("Scraping abstract/graphical abstract from $loadedUrl");
final rawResult = await controller.evaluateJavascript(source: """
(() => {
function extractFullText(element) {
if (!element) return null;
return element.innerText.trim();
}
let output = { abstract: null, graphicalAbstract: null };
// ====== ABSTRACT ======
if (${textAbstract ? "true" : "false"}) {
let springerHeader = document.querySelector('h2.c-article-section__title');
if (springerHeader && /abstract/i.test(springerHeader.innerText)) {
let springerAbstract = springerHeader.nextElementSibling;
if (springerAbstract && springerAbstract.classList.contains('c-article-section__content')) {
output.abstract = extractFullText(springerAbstract);
}
}
let elsevierAbstract = document.querySelector('.abstract.author');
if (elsevierAbstract) {
output.abstract = extractFullText(elsevierAbstract);
}
let imsHeader = document.querySelector('h2.main-title');
if (imsHeader && /abstract/i.test(imsHeader.innerText)) {
let parent = imsHeader.parentElement;
if (parent) {
let imsAbstractDiv = parent.querySelector('div');
if (imsAbstractDiv) {
output.abstract = Array.from(imsAbstractDiv.querySelectorAll('p'))
.map(p => p.innerText.trim())
.filter(t => t.length > 0)
.join("\\n\\n");
}
}
}
if (!output.abstract) {
let sectionAbstract = document.getElementById('abstract') || document.querySelector('section.abstract');
if (sectionAbstract) {
let inner = sectionAbstract.querySelector('.content, .abstract-text, .wrapper');
output.abstract = extractFullText(inner || sectionAbstract);
}
}
let abstractDiv = [...document.querySelectorAll('div, section')]
.find(el => /abstract/i.test(el.className) || /abstract/i.test(el.id));
if (abstractDiv && !output.abstract) {
output.abstract = extractFullText(abstractDiv);
}
if (!output.abstract) {
let metaDesc = document.querySelector('meta[name="description"]');
if (metaDesc) output.abstract = metaDesc.content.trim();
}
}
// ====== GRAPHICAL ABSTRACT ======
if (${graphicalAbstract ? "true" : "false"}) {
function isGraphicalAbstract(el) {
if (!el) return false;
if (/(graphical\\s*abstract|ga)/i.test(el.alt || el.title || el.dataset.caption || '')) return true;
if (/(graphical\\s*abstract|ga|graphic|figure|f[0-9]|abspara)/i.test(el.parentElement?.className || el.parentElement?.id || '')) return true;
return false;
}
let elsevierLrgLink = document.querySelector('a.download-link[href*="_lrg.jpg"], a.download-link[href*="_lrg.png"]');
if (elsevierLrgLink?.href) output.graphicalAbstract = elsevierLrgLink.href;
if (!output.graphicalAbstract) {
let cellPressLink = document.querySelector('a.icon-full-screen[href*="_lrg.jpg"], a.icon-full-screen[href*="_lrg.png"]');
if (cellPressLink?.href && isGraphicalAbstract(cellPressLink.parentElement)) output.graphicalAbstract = cellPressLink.href;
}
if (!output.graphicalAbstract) {
let copernicusImg = document.querySelector('img[data-web][src*="thumb"]');
if (copernicusImg?.getAttribute('data-web')?.includes('avatar')) output.graphicalAbstract = copernicusImg.getAttribute('data-web');
}
if (!output.graphicalAbstract) {
let wileyGA = document.querySelector('#abstract-graphical-en img.figure__image');
if (wileyGA?.getAttribute('data-lg-src')) output.graphicalAbstract = wileyGA.getAttribute('data-lg-src');
else if (wileyGA?.src) output.graphicalAbstract = wileyGA.src;
}
if (!output.graphicalAbstract) {
let gaLink = document.querySelector('a[href*="ga1_lrg"], a[href*="large"], a[href*="full"], a[title*="abstract"]');
if (gaLink?.href && isGraphicalAbstract(gaLink.parentElement)) output.graphicalAbstract = gaLink.href;
}
if (!output.graphicalAbstract) {
let figureSelectors = document.querySelectorAll('img.figure-img, img.graphic-abstract, img[src*="full"], img[src*="large"], img[alt*="abstract"]');
for (let img of figureSelectors) {
if (img.src && !/(thumb|small|mini)/i.test(img.src) && isGraphicalAbstract(img)) {
output.graphicalAbstract = img.src.replace(/_w\\d+/, '_w1000').replace(/_s\\d+/, '_s1000');
break;
}
}
}
// -- LAST RESORT --
if (!output.graphicalAbstract) {
let headingSelectors = ["h2", "h3", "h4", "figure"];
for (let sel of headingSelectors) {
let headings = document.querySelectorAll(sel);
for (let h of headings) {
if (/graphical\\s*abstract/i.test(h.innerText || "")) {
let img = h.querySelector("img") || h.nextElementSibling?.querySelector("img");
if (img?.src && !/(thumb|small|mini)/i.test(img.src)) {
output.graphicalAbstract = img.src.replace(/_w\\d+/, '_w1000').replace(/_s\\d+/, '_s1000');
break;
}
}
}
if (output.graphicalAbstract) break;
}
}
}
return output;
})();
""");
Map<String, String?> result = {};
if (rawResult is Map) {
result = rawResult.map(
(key, value) => MapEntry(key.toString(), value?.toString()));
}
String? graphicalAbstractUrl = result['graphicalAbstract'];
if (graphicalAbstractUrl != null) {
if (graphicalAbstractUrl.startsWith("//")) {
graphicalAbstractUrl = "https:$graphicalAbstractUrl";
} else if (graphicalAbstractUrl.startsWith("/")) {
final uri = Uri.parse(loadedUrl!.toString());
graphicalAbstractUrl =
"${uri.scheme}://${uri.host}$graphicalAbstractUrl";
}
result['graphicalUrl'] = graphicalAbstractUrl;
result.remove('graphicalAbstract');
}
if (result['abstract'] != null) {
result['abstract'] = cleanAbstract(result['abstract']!);
}
_completer.complete(result);
} catch (e, stackTrace) {
logger.severe('Scraping failed.', e, stackTrace);
_completer.completeError(e);
} finally {
if (!Platform.isWindows) {
await InAppWebViewController.clearAllCache();
}
headlessWebView?.dispose();
}
});
await headlessWebView.run();
return _completer.future;
}
Future<String?> scrapeGraphicalAbstract(String url) async {
final result = await scrapeAbstractAndGraphical(url,
textAbstract: false, graphicalAbstract: true);
return result['graphicalUrl'];
}
}