Autosave: 20260322-235115
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@ -2,7 +2,7 @@ import requests
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import logging
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from bs4 import BeautifulSoup
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from core.models import Entity, Relationship, Source
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from urllib.parse import urljoin, urlparse
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from urllib.parse import urljoin, quote
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logger = logging.getLogger(__name__)
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@ -10,34 +10,39 @@ class WebCrawler:
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"""
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Crawler to extract information from the web without relying on APIs.
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"""
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def __init__(self, start_url):
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self.start_url = start_url
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def __init__(self):
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self.session = requests.Session()
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self.session.headers.update({
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"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/119.0.0.0 Safari/537.36"
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})
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def crawl(self, query):
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def search(self, query):
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"""
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Main entry point for web crawling.
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Perform a simulated search on Google using requests.
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"""
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logger.info(f"Starting crawl for: {query}")
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# 1. Perform search queries on Google/Bing or specialized sites
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# 2. Extract links and parse content
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# 3. Identify new entities and relationships
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return self._simulate_discovery(query)
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def _simulate_discovery(self, query):
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# This will be replaced by actual logic using BeautifulSoup/requests
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return {
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"entities": [
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{"type": "PERSON", "value": query, "identifier": "WEB-ID-1"},
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{"type": "PERSON", "value": "Associate of " + query, "identifier": "WEB-ID-2"},
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],
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"relationships": [
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{"source": query, "target": "Associate of " + query, "type": "ASSOCIATED_WITH"}
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]
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}
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search_url = f"https://www.google.com/search?q={quote(query)}"
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logger.info(f"Crawling URL: {search_url}")
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try:
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response = self.session.get(search_url, timeout=10)
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response.raise_for_status()
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soup = BeautifulSoup(response.text, "html.parser")
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# Simple extraction of titles/links from Google search results
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results = []
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# Selector for Google search result titles
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for g in soup.select("div.g"):
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title_elem = g.select_one("h3")
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link_elem = g.select_one("a")
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if title_elem and link_elem:
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results.append({
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"title": title_elem.get_text(),
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"url": link_elem.get("href")
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})
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return results
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except Exception as e:
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logger.error(f"Search failed: {e}")
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return []
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class NetworkDiscoveryService:
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@staticmethod
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@ -46,38 +51,40 @@ class NetworkDiscoveryService:
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Performs discovery using Web Crawling.
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"""
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try:
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crawler = WebCrawler(start_url="https://www.google.com")
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data = crawler.crawl(query)
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crawler = WebCrawler()
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search_results = crawler.search(query)
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source, _ = Source.objects.get_or_create(name='Web Crawler Engine')
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person = None
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for ent_data in data.get("entities", []):
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entity, _ = Entity.objects.get_or_create(
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entity_type=ent_data['type'],
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value=ent_data['value'],
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source=source
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)
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entity.photo_url = f"https://api.dicebear.com/7.x/pixel-art/svg?seed={ent_data['value'].replace(' ', '+')}"
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entity.identifier_code = ent_data.get('identifier', 'UNKNOWN')
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entity.save()
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if ent_data['type'] == 'PERSON':
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person = entity
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# 1. Create main entity
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person, _ = Entity.objects.get_or_create(
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entity_type='PERSON',
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value=query,
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source=source
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)
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person.photo_url = f"https://api.dicebear.com/7.x/pixel-art/svg?seed={query.replace(' ', '+')}"
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person.save()
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for rel_data in data.get("relationships", []):
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s_entity = Entity.objects.filter(value=rel_data['source']).first()
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t_entity = Entity.objects.filter(value=rel_data['target']).first()
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if s_entity and t_entity:
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# 2. Extract potential associates from titles
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for res in search_results:
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# Naive associate detection
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associate_val = res['title'][:50]
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if associate_val != query:
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associate, _ = Entity.objects.get_or_create(
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entity_type='PERSON',
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value=associate_val,
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source=source
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)
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# 3. Create relationship
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Relationship.objects.get_or_create(
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source_entity=s_entity,
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target_entity=t_entity,
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relationship_type=rel_data['type'],
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weight=0.9
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source_entity=person,
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target_entity=associate,
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relationship_type='ASSOCIATED_WITH',
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weight=0.5
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)
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return person or Entity.objects.filter(value=query).first()
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return person
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except Exception as e:
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logger.error(f"Error performing web-based discovery for {query}: {e}")
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@ -87,4 +94,4 @@ class EntityResolutionService:
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@staticmethod
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def resolve_identity(identifier_a, identifier_b, probability_threshold=0.8):
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# Implementation remains unchanged
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return True
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return True
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