Added concurrency for requests to speed things up
This commit is contained in:
parent
11a86cead2
commit
67e7bcc6fb
4 changed files with 132 additions and 109 deletions
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@ -6,7 +6,7 @@ from pyvis.network import Network
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def pyvis_graph_from_pandas_DF(pandas_df:DataFrame, source_column:str="link1", target_column:str="link2", heading:str=None) -> Network:
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nx = from_pandas_edgelist(pandas_df, source=source_column, target=target_column)
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pyvis_net = Network(bgcolor="#222222", font_color="#fafafa", width="100%", height="95%")
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pyvis_net = Network(bgcolor="#222222", font_color="#fafafa", width="100%", height="95%", directed=True)
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pyvis_net.from_nx(nx, default_node_size=8)
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if heading != None:
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102
lib/linkmap.py
102
lib/linkmap.py
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@ -1,30 +1,4 @@
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from html.parser import HTMLParser
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from random import sample
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from requests import get as request_get
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from sys import stderr
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from urllib.parse import urlparse
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class _HTMLExternalLinkFinder(HTMLParser):
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links = []
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def handle_starttag(self, tag, attrs):
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if tag == "a":
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for a in attrs:
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attr, val = a
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if attr == "href":
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if val.startswith("https://") or val.startswith("http://"):
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if not val in self.links:
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self.links.append(val)
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def get_links(self, input_html:str):
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self.feed(input_html)
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return self.links
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class LinkMap:
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links = []
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@ -42,79 +16,3 @@ class LinkMap:
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def add_link(self, link):
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if not link in self.links:
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self.links.append(link)
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class LinkMapFromSitelinksGenerator:
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site_request_max_len = 10000000 # bytes
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site_request_timeout = 10 # seconds
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already_visited = []
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generated_linkmap = LinkMap()
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max_links_per_site = 3
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max_depth = 3
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enable_log = False
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def log(self, something):
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if self.enable_log:
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print(something, file=stderr)
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def _get_html(self, url:str) -> str:
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html_content = ""
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# receive up to self.site_request_max_len bytes after a maximum of self.site_request_timeout seconds
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self.log("-----" + url)
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response = request_get(url, stream=True, timeout=self.site_request_timeout)
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response.raise_for_status()
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content_size = 0
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content_chunks = []
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for chunk in response.iter_content(1024, decode_unicode=True):
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content_size += len(chunk)
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if content_size > self.site_request_max_len:
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self.log(f"Maximum content length exceeded! received: {content_size} (maximum: {self.site_request_max_len})")
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break
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else:
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content_chunks.append(chunk)
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html_content = "".join(content_chunks)
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return html_content
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def _get_linked_sites(self, url:str):
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sites = []
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if not url in self.already_visited:
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try:
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html = self._get_html(url)
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found_links = _HTMLExternalLinkFinder().get_links(html)
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found_links = sample(found_links, min(self.max_links_per_site, len(found_links)))
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self.log("\n".join(found_links))
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for l in found_links:
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if l != None:
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sites.append(l)
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self.already_visited.append(url)
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except KeyboardInterrupt:
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exit("KeyboardInterrupt")
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except Exception as e:
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self.log("An exception occcured while trying to get links from '" + url + "': ")
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self.log(e)
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return sites
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def _generate_linkmap(self, start_urls:list, _current_depth:int):
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linkdict = {}
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for url in start_urls:
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linkdict[url] = {}
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self.generated_linkmap.add_link(url)
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linked_sites = self._get_linked_sites(url)
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for l in linked_sites:
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if l != url:
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linkdict[url][l] = {}
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self.generated_linkmap.add_link_connection(url, l)
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if _current_depth < self.max_depth:
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for url in linkdict:
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linkdict[url] = self._generate_linkmap(list(linkdict[url]), _current_depth + 1)
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def generate(self, start_url:str, max_depth:int=3, max_links_per_site:int=3):
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self.already_visited = []
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self.generated_linkmap = LinkMap()
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self.max_links_per_site = max_links_per_site
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self.max_depth = max_depth
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self._generate_linkmap([start_url], 1)
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def get_linkmap(self) -> LinkMap:
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return self.generated_linkmap
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130
lib/linkmap_from_sitelinks.py
Normal file
130
lib/linkmap_from_sitelinks.py
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@ -0,0 +1,130 @@
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from concurrent.futures import ThreadPoolExecutor
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from html.parser import HTMLParser
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from random import sample
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from requests import get as request_get
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from sys import stderr
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from urllib.parse import urlparse
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from .linkmap import LinkMap
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class _HTMLExternalLinkFinder(HTMLParser):
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links = []
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def handle_starttag(self, tag, attrs):
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if tag == "a":
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for a in attrs:
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attr, val = a
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if attr == "href":
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if val.startswith("https://") or val.startswith("http://"):
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if not val in self.links:
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self.links.append(val)
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def get_links(self, input_html:str):
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self.feed(input_html)
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return self.links
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class LinkMapFromSitelinksGenerator:
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site_request_max_len = 10000000 # bytes
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site_request_timeout = 10 # seconds
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generated_linkmap = LinkMap()
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max_links_per_site = 3
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max_depth = 3
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max_threads = 4
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enable_log = False
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def log(self, something):
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if self.enable_log:
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print(something, file=stderr)
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def _get_html(self, url:str) -> str:
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html_content = ""
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# receive up to self.site_request_max_len bytes after a maximum of self.site_request_timeout seconds
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self.log("----" + url)
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response = request_get(url, stream=True, timeout=self.site_request_timeout)
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response.raise_for_status()
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content_size = 0
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content_chunks = []
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for chunk in response.iter_content(1024, decode_unicode=True):
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content_size += len(chunk)
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if content_size > self.site_request_max_len:
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self.log(f"Maximum content length exceeded! received: {content_size} (maximum: {self.site_request_max_len})")
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break
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else:
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content_chunks.append(chunk)
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html_content = "".join(content_chunks)
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return html_content
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def _get_linked_sites_thread(self, urls:list):
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def _get_links(url:str):
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sites = []
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try:
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html = self._get_html(url)
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found_links = _HTMLExternalLinkFinder().get_links(html)
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found_links = sample(found_links, min(self.max_links_per_site, len(found_links)))
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self.log("\n".join(found_links))
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for l in found_links:
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if l != None:
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sites.append(l)
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except KeyboardInterrupt:
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exit("KeyboardInterrupt")
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except Exception as e:
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self.log("An exception occcured while trying to get links from '" + url + "': ")
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self.log(e)
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return sites
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links = {}
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for url in urls:
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links[url] = _get_links(url)
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return links
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def _get_linked_sites(self, urls:list):
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# split urls into self.max_threads chunks
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urlchunks = []
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chunk_size = max(int(len(urls) / self.max_threads), 1)
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for i in range(self.max_threads):
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start = i*chunk_size
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end = (i*chunk_size)+chunk_size
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new_chunk = urls[start:end]
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if len(new_chunk) > 0:
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urlchunks.append(new_chunk)
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results = []
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# threads
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with ThreadPoolExecutor() as tpe:
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self.log(f"--Using {len(urlchunks)} concurrent connections...")
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futures = [tpe.submit(self._get_linked_sites_thread, chunk) for chunk in urlchunks]
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for f in futures:
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# wait for results
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results.append(f.result())
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results_combined = {}
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for result_chunk in results:
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for url in result_chunk:
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results_combined[url] = result_chunk[url]
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return results_combined
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def _generate_linkmap(self, start_urls:list, _current_depth:int):
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linkdict = {}
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linked_sites = self._get_linked_sites(start_urls)
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for url in linked_sites:
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linkdict[url] = {}
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self.generated_linkmap.add_link(url)
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for l in linked_sites[url]:
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if l != url:
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linkdict[url][l] = {}
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self.generated_linkmap.add_link_connection(url, l)#
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if _current_depth < self.max_depth:
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for url in linkdict:
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linkdict[url] = self._generate_linkmap(list(linkdict[url]), _current_depth + 1)
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def generate(self, start_url:str, max_depth:int=3, max_links_per_site:int=3):
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self.generated_linkmap = LinkMap()
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self.max_links_per_site = max_links_per_site
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self.max_depth = max_depth
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self._generate_linkmap([start_url], 1)
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def get_linkmap(self) -> LinkMap:
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return self.generated_linkmap
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