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New service: dsi_discovery.py — finds ALL legal documents on any website:
- Technology-agnostic: HTML, SPA, WordPress, Typo3, custom CMS
- Structure-agnostic: accordions, sidebars, footers, inline links, tabs
- Format-agnostic: HTML pages, anchor sections, PDFs, cross-domain links
- Language-agnostic: 26 EU/EEA languages with document-type keywords
Document types discovered:
- Datenschutzinformationen / Privacy Policies (Art. 13/14 DSGVO)
- AGB / Terms of Service / Nutzungsbedingungen
- Widerrufsbelehrung / Right of Withdrawal (§355 BGB)
- Cookie-Richtlinie / Cookie Policy
- All cross-domain variants (e.g. help.instagram.com from instagram.com)
API: POST /dsi-discovery { url, max_documents }
Returns: list of documents with title, url, language, type, word_count, text_preview
Features:
- Expands all accordions, details, tabs, dropdowns before scanning
- Follows cross-domain links (same registrable domain)
- Re-expands after navigation back to source page
- Handles anchor links (#sections) separately from full pages
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
470 lines
19 KiB
Python
470 lines
19 KiB
Python
"""
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DSI Discovery — Generic privacy document finder and parser.
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Finds all privacy/data protection documents on any website regardless of:
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- Technology (static HTML, SPA, WordPress, Typo3, etc.)
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- Structure (accordion, sidebar, footer, inline links, separate pages)
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- Format (HTML sections, PDF downloads, cross-domain links)
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- Language (all 26 EU/EEA official languages)
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Flow:
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1. Load page with Playwright (full JS rendering)
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2. Find all links matching DSI keywords (26 languages)
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3. Expand accordions, click tabs, open dropdowns
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4. Follow cross-domain links (e.g. instagram.com → help.instagram.com)
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5. Extract document text from each link target
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6. Return structured list of discovered documents
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"""
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import logging
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import re
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from dataclasses import dataclass, field
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from urllib.parse import urlparse, urljoin
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from playwright.async_api import Page
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logger = logging.getLogger(__name__)
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# Legal document keywords in all EU/EEA official languages.
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# Covers: DSI (privacy), AGB (terms), Widerruf (cancellation),
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# Cookie-Richtlinie, Impressum, NB (Nutzungsbedingungen).
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DSI_KEYWORDS: dict[str, list[str]] = {
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"de": [
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# Datenschutz
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"datenschutz", "datenschutzerklaerung", "datenschutzinformation",
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"datenschutzhinweis", "datenschutzrichtlinie", "dsgvo", "privatsphäre",
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"datenschutzbestimmung", "verarbeitung personenbezogener daten",
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# AGB / Nutzungsbedingungen
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"allgemeine geschäftsbedingungen", "agb", "nutzungsbedingungen",
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"nutzungsordnung", "geschäftsbedingungen",
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# Widerruf
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"widerrufsbelehrung", "widerrufsrecht", "widerrufsformular",
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"widerruf", "rücktrittsrecht",
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# Cookie
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"cookie-richtlinie", "cookie-policy", "cookie-hinweis",
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],
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"en": [
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"privacy policy", "privacy notice", "data protection", "data policy",
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"privacy statement", "gdpr", "personal data", "cookie policy",
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"terms of service", "terms and conditions", "terms of use",
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"cancellation policy", "right of withdrawal", "refund policy",
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"cookie notice",
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],
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"fr": [
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"politique de confidentialité", "protection des données",
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"données personnelles", "vie privée", "rgpd",
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"conditions générales", "conditions d'utilisation",
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"droit de rétractation", "politique de cookies",
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],
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"es": [
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"política de privacidad", "protección de datos",
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"datos personales", "aviso de privacidad",
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"términos y condiciones", "condiciones de uso",
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"derecho de desistimiento", "política de cookies",
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],
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"it": [
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"informativa sulla privacy", "protezione dei dati",
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"dati personali", "privacy policy",
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"termini e condizioni", "condizioni d'uso",
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"diritto di recesso", "politica dei cookie",
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],
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"nl": [
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"privacybeleid", "gegevensbescherming", "privacyverklaring",
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"persoonsgegevens", "avg",
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"algemene voorwaarden", "gebruiksvoorwaarden",
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"herroepingsrecht", "cookiebeleid",
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],
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"pl": [
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"polityka prywatności", "ochrona danych osobowych",
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"dane osobowe", "rodo",
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"regulamin", "warunki korzystania",
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"prawo odstąpienia", "polityka cookies",
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],
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"pt": [
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"política de privacidade", "proteção de dados",
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"dados pessoais", "lgpd",
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"termos e condições", "condições de utilização",
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"direito de resolução", "política de cookies",
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],
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"sv": [
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"integritetspolicy", "dataskydd", "personuppgifter",
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"sekretesspolicy",
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"allmänna villkor", "användarvillkor",
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"ångerrätt", "cookiepolicy",
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],
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"da": [
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"privatlivspolitik", "databeskyttelse", "personoplysninger",
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"persondatapolitik",
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"handelsbetingelser", "brugsbetingelser",
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"fortrydelsesret", "cookiepolitik",
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],
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"fi": [
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"tietosuojaseloste", "tietosuoja", "henkilötiedot",
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"rekisteriseloste",
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"yleiset ehdot", "käyttöehdot",
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"peruutusoikeus", "evästekäytäntö",
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],
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"cs": ["zásady ochrany osobních údajů", "ochrana osobních údajů",
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"zpracování osobních údajů", "obchodní podmínky", "zásady cookies"],
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"el": ["πολιτική απορρήτου", "προστασία δεδομένων",
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"προσωπικά δεδομένα", "όροι χρήσης", "πολιτική cookies"],
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"hu": ["adatvédelmi szabályzat", "adatvédelem", "személyes adatok",
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"általános szerződési feltételek", "cookie szabályzat"],
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"ro": ["politica de confidențialitate", "protecția datelor",
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"date cu caracter personal", "termeni și condiții", "politica cookies"],
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"bg": ["политика за поверителност", "защита на данните",
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"лични данни", "общи условия", "политика за бисквитки"],
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"hr": ["politika privatnosti", "zaštita podataka", "osobni podaci",
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"opći uvjeti", "politika kolačića"],
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"sk": ["zásady ochrany osobných údajov", "ochrana osobných údajov",
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"obchodné podmienky", "zásady cookies"],
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"sl": ["politika zasebnosti", "varstvo podatkov", "osebni podatki",
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"splošni pogoji", "politika piškotkov"],
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"et": ["privaatsuspoliitika", "andmekaitse", "isikuandmed",
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"kasutustingimused", "küpsiste poliitika"],
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"lt": ["privatumo politika", "duomenų apsauga", "asmens duomenys",
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"naudojimosi sąlygos", "slapukų politika"],
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"lv": ["privātuma politika", "datu aizsardzība", "personas dati",
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"lietošanas noteikumi", "sīkdatņu politika"],
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"mt": ["politika tal-privatezza", "protezzjoni tad-data",
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"termini u kundizzjonijiet"],
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"ga": ["polasaí príobháideachais", "cosaint sonraí",
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"téarmaí agus coinníollacha"],
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"is": ["persónuverndarstefna", "persónuvernd",
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"skilmálar og skilyrði"],
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"no": ["personvernerklæring", "personvern", "personopplysninger",
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"brukervilkår", "angrerett", "informasjonskapsler"],
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}
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# Flatten all keywords for quick matching
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ALL_DSI_KEYWORDS: list[str] = []
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for kw_list in DSI_KEYWORDS.values():
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ALL_DSI_KEYWORDS.extend(kw_list)
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@dataclass
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class DiscoveredDSI:
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"""A discovered privacy/data protection document."""
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title: str
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url: str
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source_url: str # Page where the link was found
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language: str = ""
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doc_type: str = "" # "html_section", "html_page", "pdf", "accordion", "cross_domain"
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text: str = "" # Extracted full text
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sections: list[dict] = field(default_factory=list) # Parsed sections
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word_count: int = 0
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@dataclass
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class DSIDiscoveryResult:
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"""Result of DSI discovery scan."""
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base_url: str
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documents: list[DiscoveredDSI] = field(default_factory=list)
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total_found: int = 0
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languages_detected: list[str] = field(default_factory=list)
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errors: list[str] = field(default_factory=list)
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def _matches_dsi_keyword(text: str) -> tuple[bool, str]:
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"""Check if text contains any DSI keyword. Returns (match, language)."""
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text_lower = text.lower().strip()
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for lang, keywords in DSI_KEYWORDS.items():
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for kw in keywords:
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if kw in text_lower:
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return True, lang
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return False, ""
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def _is_allowed_domain(href: str, base_domain: str) -> bool:
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"""Allow same domain + known related domains (e.g. help.instagram.com)."""
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try:
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link_domain = urlparse(href).netloc.replace("www.", "")
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base_clean = base_domain.replace("www.", "")
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# Same domain
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if link_domain == base_clean:
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return True
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# Subdomain (help.instagram.com for instagram.com)
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if link_domain.endswith(f".{base_clean}"):
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return True
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# Parent domain (instagram.com links from about.instagram.com)
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if base_clean.endswith(f".{link_domain}"):
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return True
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# Known related patterns
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parts_base = base_clean.split(".")
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parts_link = link_domain.split(".")
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if len(parts_base) >= 2 and len(parts_link) >= 2:
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if parts_base[-2] == parts_link[-2] and parts_base[-1] == parts_link[-1]:
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return True # Same registrable domain
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except Exception:
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pass
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return False
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async def discover_dsi_documents(
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page: Page,
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url: str,
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max_documents: int = 30,
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) -> DSIDiscoveryResult:
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"""Discover all privacy/data protection documents on a website.
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Works generically regardless of website technology, structure, or language.
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"""
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result = DSIDiscoveryResult(base_url=url)
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base_domain = urlparse(url).netloc
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seen_urls: set[str] = set()
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seen_titles: set[str] = set()
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try:
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# Step 1: Load the page
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await page.goto(url, wait_until="networkidle", timeout=30000)
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await page.wait_for_timeout(2000)
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# Step 2: Find DSI links in current page
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links = await _find_dsi_links(page, base_domain)
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logger.info("Found %d DSI links on %s", len(links), url)
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# Step 3: Expand accordions, tabs, dropdowns to find hidden content
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await _expand_all_interactive(page)
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await page.wait_for_timeout(1000)
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# Step 3b: Re-scan after expanding (may reveal new links)
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links_after = await _find_dsi_links(page, base_domain)
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for link in links_after:
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if link["href"] not in [l["href"] for l in links]:
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links.append(link)
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# Step 4: Check for inline DSI sections (accordion content already visible)
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inline_sections = await _find_inline_dsi_sections(page)
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for section in inline_sections:
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title_norm = section["title"].strip().lower()
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if title_norm not in seen_titles:
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seen_titles.add(title_norm)
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is_dsi, lang = _matches_dsi_keyword(section["title"])
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doc = DiscoveredDSI(
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title=section["title"],
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url=f"{url}#{section.get('id', '')}",
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source_url=url,
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language=lang,
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doc_type="html_section",
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text=section["text"],
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word_count=len(section["text"].split()),
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)
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result.documents.append(doc)
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# Step 5: Follow each DSI link and extract content
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for link_info in links[:max_documents]:
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href = link_info["href"]
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if href in seen_urls:
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continue
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seen_urls.add(href)
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title = link_info["text"]
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title_norm = title.strip().lower()
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if title_norm in seen_titles:
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continue
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seen_titles.add(title_norm)
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is_dsi, lang = _matches_dsi_keyword(title)
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is_pdf = href.lower().endswith(".pdf")
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if is_pdf:
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result.documents.append(DiscoveredDSI(
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title=title, url=href, source_url=url,
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language=lang, doc_type="pdf",
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text="[PDF — Textextraktion erforderlich]",
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))
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continue
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# Navigate to the link and extract text
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try:
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is_anchor = "#" in href and href.split("#")[0] == url.split("#")[0]
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if is_anchor:
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anchor = href.split("#")[1]
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text = await page.evaluate(f"""
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() => {{
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const el = document.getElementById('{anchor}');
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if (!el) return '';
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return el.closest('section,article,div')?.textContent?.trim() || el.textContent?.trim() || '';
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}}
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""")
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if text and len(text) > 50:
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result.documents.append(DiscoveredDSI(
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title=title, url=href, source_url=url,
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language=lang, doc_type="anchor_section",
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text=text[:50000], word_count=len(text.split()),
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))
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continue
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# External or same-domain page
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resp = await page.goto(href, wait_until="networkidle", timeout=20000)
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if resp and resp.status < 400:
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await page.wait_for_timeout(2000)
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await _expand_all_interactive(page) # Expand accordions on target page too
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await page.wait_for_timeout(500)
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text = await page.evaluate("""
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() => {
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const main = document.querySelector('main, article, [role="main"], .content, #content');
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return (main || document.body).textContent?.trim() || '';
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}
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""")
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if text and len(text) > 50:
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result.documents.append(DiscoveredDSI(
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title=title, url=href, source_url=url,
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language=lang,
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doc_type="cross_domain" if not _is_allowed_domain(href, base_domain) else "html_page",
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text=text[:50000], word_count=len(text.split()),
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))
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# Navigate back to source page for next link
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await page.goto(url, wait_until="networkidle", timeout=20000)
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await page.wait_for_timeout(1000)
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await _expand_all_interactive(page)
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except Exception as e:
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result.errors.append(f"Failed to load {href}: {str(e)[:80]}")
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try:
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await page.goto(url, wait_until="networkidle", timeout=20000)
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except Exception:
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pass
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except Exception as e:
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result.errors.append(f"Discovery failed: {str(e)[:100]}")
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logger.error("DSI discovery failed: %s", e)
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result.total_found = len(result.documents)
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result.languages_detected = list(set(
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d.language for d in result.documents if d.language
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))
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logger.info("DSI discovery complete: %d documents found in %s",
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result.total_found, result.languages_detected)
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return result
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async def _find_dsi_links(page: Page, base_domain: str) -> list[dict]:
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"""Find all links whose text or href matches DSI keywords."""
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try:
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all_links = await page.evaluate("""
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() => [...document.querySelectorAll('a[href]')].map(a => ({
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href: a.href,
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text: (a.textContent || '').trim().substring(0, 200),
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ariaLabel: a.getAttribute('aria-label') || '',
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title: a.getAttribute('title') || '',
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visible: a.getBoundingClientRect().width > 0,
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}))
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""")
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dsi_links = []
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for link in (all_links or []):
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search_text = f"{link['text']} {link['ariaLabel']} {link['title']}".lower()
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href = link["href"]
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href_lower = href.lower()
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# Match by link text or href
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is_match = any(kw in search_text or kw in href_lower for kw in ALL_DSI_KEYWORDS)
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if not is_match:
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continue
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# Allow same domain + related domains + PDFs
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if _is_allowed_domain(href, base_domain) or href.endswith(".pdf"):
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dsi_links.append({
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"href": href,
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"text": link["text"],
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"visible": link["visible"],
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})
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return dsi_links
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except Exception as e:
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logger.warning("DSI link scan failed: %s", e)
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return []
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async def _expand_all_interactive(page: Page) -> None:
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"""Expand all accordions, tabs, details, dropdowns on the page."""
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try:
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await page.evaluate("""
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() => {
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// 1. Open all <details> elements
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document.querySelectorAll('details:not([open])').forEach(d => d.open = true);
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// 2. Click all accordion buttons
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const accSelectors = [
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'button[aria-expanded="false"]',
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'[class*="accordion"]:not([class*="open"]) > button',
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'[class*="accordion"]:not([class*="open"]) > a',
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'[class*="collapse"] > button',
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'[class*="toggle"]:not(.active)',
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'[data-toggle="collapse"]',
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'[data-bs-toggle="collapse"]',
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'.panel-heading:not(.active) a',
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];
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for (const sel of accSelectors) {
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document.querySelectorAll(sel).forEach(el => {
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try { el.click(); } catch {}
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});
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}
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// 3. Click all "show more" / "read more" buttons
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const moreButtons = document.querySelectorAll(
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'button, a'
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);
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for (const btn of moreButtons) {
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const text = (btn.textContent || '').toLowerCase().trim();
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if (/^(mehr|more|weiterlesen|read more|show more|anzeigen|details|alle anzeigen)/.test(text)) {
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try { btn.click(); } catch {}
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}
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}
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// 4. Expand all tab panels (click each tab)
|
|
document.querySelectorAll('[role="tab"]').forEach(tab => {
|
|
try { tab.click(); } catch {}
|
|
});
|
|
}
|
|
""")
|
|
except Exception as e:
|
|
logger.debug("Expand interactive elements: %s", e)
|
|
|
|
|
|
async def _find_inline_dsi_sections(page: Page) -> list[dict]:
|
|
"""Find DSI content already visible on the page (e.g. expanded accordions)."""
|
|
try:
|
|
sections = await page.evaluate("""
|
|
() => {
|
|
const results = [];
|
|
// Find headings that match DSI keywords
|
|
const headings = document.querySelectorAll('h1, h2, h3, h4, h5');
|
|
const dsiKeywords = [
|
|
'datenschutz', 'privacy', 'données', 'privacidad', 'protezione',
|
|
'gegevensbescherming', 'ochrona danych', 'tietosuoja', 'integritet',
|
|
'databeskyttelse', 'ochrana', 'adatvédel', 'confidential',
|
|
];
|
|
for (const h of headings) {
|
|
const text = (h.textContent || '').trim();
|
|
const textLower = text.toLowerCase();
|
|
if (!dsiKeywords.some(kw => textLower.includes(kw))) continue;
|
|
|
|
// Get the section content following this heading
|
|
let content = '';
|
|
let el = h.nextElementSibling;
|
|
let count = 0;
|
|
while (el && count < 50) {
|
|
if (el.tagName.match(/^H[1-5]$/)) break;
|
|
content += (el.textContent || '').trim() + '\\n';
|
|
el = el.nextElementSibling;
|
|
count++;
|
|
}
|
|
|
|
if (content.length > 100) {
|
|
results.push({
|
|
title: text.substring(0, 200),
|
|
text: content.substring(0, 50000),
|
|
id: h.id || '',
|
|
});
|
|
}
|
|
}
|
|
return results;
|
|
}
|
|
""")
|
|
return sections or []
|
|
except Exception:
|
|
return []
|